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.gitignore exreport files add best ODTE results
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exreport*
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classifier, dataset, accuracy, stdev
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ExtraTree, balance-scale, 0.7878399999999999, 0.03687783073880566
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ExtraTree, balloons, 0.575, 0.28927591596182967
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ExtraTree, breast-cancer-wisc-diag, 0.9131858407079645, 0.027969722048511687
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ExtraTree, breast-cancer-wisc-prog, 0.6632179487179486, 0.07656410793102837
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ExtraTree, breast-cancer-wisc, 0.9403360739979445, 0.02165140889671454
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ExtraTree, breast-cancer, 0.656908650937689, 0.05914309228326181
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ExtraTree, cardiotocography-10clases, 0.6989177575255454, 0.030051929270415455
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ExtraTree, cardiotocography-3clases, 0.8819887323943664, 0.01507833257138732
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ExtraTree, conn-bench-sonar-mines-rocks, 0.6956445993031357, 0.07653320217222026
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ExtraTree, cylinder-bands, 0.6958918713116314, 0.04592870865503856
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ExtraTree, dermatology, 0.8975268419104035, 0.039527668904658364
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ExtraTree, echocardiogram, 0.7305982905982905, 0.08853188223988526
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ExtraTree, fertility, 0.8059999999999999, 0.06902173570694958
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ExtraTree, haberman-survival, 0.6500105764145954, 0.06301971546791206
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ExtraTree, heart-hungarian, 0.7604909409701931, 0.04869532741159298
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ExtraTree, hepatitis, 0.7793548387096775, 0.07805118521205993
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ExtraTree, ilpd-indian-liver, 0.6634232242852933, 0.03869963692900845
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ExtraTree, ionosphere, 0.8540885311871226, 0.04332727262995767
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ExtraTree, iris, 0.9333333333333335, 0.044221663871405324
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ExtraTree, led-display, 0.7036999999999999, 0.02880642289490313
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ExtraTree, libras, 0.6022222222222223, 0.05851558829982036
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ExtraTree, low-res-spect, 0.8043255157820492, 0.03860708555393554
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ExtraTree, lymphography, 0.7288505747126437, 0.07209829097764534
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ExtraTree, mammographic, 0.7595207253886009, 0.027055981087449776
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ExtraTree, molec-biol-promoter, 0.6611255411255411, 0.09268635844993099
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ExtraTree, musk-1, 0.7796030701754388, 0.043688902783382194
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ExtraTree, oocytes_merluccius_nucleus_4d, 0.6907929220468675, 0.025573299489788766
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ExtraTree, oocytes_merluccius_states_2f, 0.8678149210903873, 0.01875101003253329
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ExtraTree, oocytes_trisopterus_nucleus_2f, 0.6820134510298443, 0.035675489219353006
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ExtraTree, oocytes_trisopterus_states_5b, 0.8403422806701495, 0.02618600526924095
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ExtraTree, parkinsons, 0.8482051282051282, 0.06020783639564789
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ExtraTree, pima, 0.6649944826415415, 0.03466246243736563
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ExtraTree, pittsburg-bridges-MATERIAL, 0.7835930735930735, 0.07970952540707685
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ExtraTree, pittsburg-bridges-REL-L, 0.6253333333333333, 0.10873604896570042
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ExtraTree, pittsburg-bridges-SPAN, 0.5715204678362573, 0.12252433352049193
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ExtraTree, pittsburg-bridges-T-OR-D, 0.8365714285714287, 0.08634786997098468
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ExtraTree, planning, 0.5972672672672672, 0.08066489784697915
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ExtraTree, post-operative, 0.5733333333333334, 0.10566660824861103
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ExtraTree, seeds, 0.8838095238095236, 0.04354995567685211
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ExtraTree, statlog-australian-credit, 0.5704347826086956, 0.041879795179494514
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ExtraTree, statlog-german-credit, 0.6663999999999999, 0.030692670134740637
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ExtraTree, statlog-heart, 0.7507407407407407, 0.04860326215293292
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ExtraTree, statlog-image, 0.928917748917749, 0.011578447915777758
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ExtraTree, statlog-vehicle, 0.6626481030281935, 0.029721786236711036
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ExtraTree, synthetic-control, 0.8525, 0.03449033681095813
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ExtraTree, tic-tac-toe, 0.8658529668411867, 0.030146489305175026
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ExtraTree, vertebral-column-2clases, 0.747741935483871, 0.06311049392365933
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ExtraTree, wine, 0.8719999999999999, 0.06055135103670992
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ExtraTree, zoo, 0.9346666666666665, 0.06150449350322653
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STree, balance-scale, 0.97056, 0.015046806970251203
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STree, balloons, 0.86, 0.28501461950807594
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STree, breast-cancer-wisc-diag, 0.9727635460332246, 0.017313211324042233
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STree, breast-cancer-wisc-prog, 0.811128205128205, 0.05846009894763935
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STree, breast-cancer-wisc, 0.967808838643371, 0.012084225264206064
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STree, breast-cancer, 0.7342105263157894, 0.047977358056609264
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STree, cardiotocography-10clases, 0.8094129798398231, 0.023346080031830214
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STree, cardiotocography-3clases, 0.904047500690417, 0.015332156149647586
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STree, conn-bench-sonar-mines-rocks, 0.8320905923344947, 0.06095204566527709
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STree, cylinder-bands, 0.7476127926898914, 0.04110007272505122
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STree, dermatology, 0.9729211403184006, 0.019813499795909784
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STree, echocardiogram, 0.855156695156695, 0.06266151037590971
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STree, fertility, 0.88, 0.0547722557505166
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STree, haberman-survival, 0.735637228979376, 0.04346136548997221
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STree, heart-hungarian, 0.8275219170075979, 0.05052827428335672
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STree, hepatitis, 0.8245161290322581, 0.073887165430815
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STree, ilpd-indian-liver, 0.7234983790156204, 0.038488555090414656
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STree, ionosphere, 0.9532756539235413, 0.02385368651558141
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STree, iris, 0.966, 0.032991581417756315
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STree, led-display, 0.7030000000000001, 0.029120439557122058
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STree, libras, 0.7886111111111112, 0.05169130237032862
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STree, low-res-spect, 0.8975365896667254, 0.03121679591619338
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STree, lymphography, 0.8350344827586206, 0.05906491141171708
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STree, mammographic, 0.8267465457685665, 0.022926835290767923
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STree, molec-biol-promoter, 0.827142857142857, 0.09431966640910128
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STree, musk-1, 0.9163881578947368, 0.027520787090975468
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STree, oocytes_merluccius_nucleus_4d, 0.8351252989000477, 0.02209607725442717
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STree, oocytes_merluccius_states_2f, 0.9179062649450025, 0.016316580296653664
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STree, oocytes_trisopterus_nucleus_2f, 0.8009860085269921, 0.0218449453461112
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STree, oocytes_trisopterus_states_5b, 0.9224704257491143, 0.01772207930954525
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STree, parkinsons, 0.882051282051282, 0.04783271309276316
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STree, pima, 0.7692530345471521, 0.02618732989053553
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STree, pittsburg-bridges-MATERIAL, 0.8677489177489177, 0.07122264688853039
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STree, pittsburg-bridges-REL-L, 0.6672857142857144, 0.09562399199889633
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STree, pittsburg-bridges-SPAN, 0.6794736842105265, 0.10621707149419587
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STree, pittsburg-bridges-T-OR-D, 0.8628095238095238, 0.0747571882042698
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STree, planning, 0.7352702702702704, 0.06697755238925641
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STree, post-operative, 0.711111111111111, 0.07535922203472521
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STree, seeds, 0.9528571428571427, 0.0279658035429067
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STree, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
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STree, statlog-german-credit, 0.7644, 0.028803472012936236
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STree, statlog-heart, 0.8229629629629629, 0.044003990341567836
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STree, statlog-image, 0.9559307359307361, 0.00956073126474503
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STree, statlog-vehicle, 0.7930281935259312, 0.03010396812322711
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STree, synthetic-control, 0.9833333333333334, 0.01092906420717001
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STree, tic-tac-toe, 0.9844442626527051, 0.008387465200358178
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STree, vertebral-column-2clases, 0.8529032258064515, 0.04088510843291576
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STree, wine, 0.9791587301587302, 0.022426953738041516
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STree, zoo, 0.9575238095238094, 0.04546150348723332
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ODTE, balance-scale, 0.97376, 0.019001642034308507
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ODTE, balloons, 0.7583333333333333, 0.2785129161178067
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ODTE, breast-cancer-wisc-diag, 0.9739931687626143, 0.016554866765950735
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ODTE, breast-cancer-wisc-prog, 0.810102564102564, 0.06056448251036948
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ODTE, breast-cancer-wisc, 0.971956834532374, 0.01262594441445573
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ODTE, breast-cancer, 0.7433877797943134, 0.04272794739105822
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ODTE, cardiotocography-10clases, 0.8377754211543773, 0.020035258312140675
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ODTE, cardiotocography-3clases, 0.9158537420602043, 0.013571959275117652
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ODTE, conn-bench-sonar-mines-rocks, 0.8431475029036002, 0.052081786915494255
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ODTE, cylinder-bands, 0.7673272415762422, 0.041472855015354505
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ODTE, dermatology, 0.9805997778600516, 0.012861009889409938
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ODTE, echocardiogram, 0.855156695156695, 0.06266151037590971
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ODTE, fertility, 0.88, 0.0547722557505166
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ODTE, haberman-survival, 0.7408778424114226, 0.05131929321866528
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ODTE, heart-hungarian, 0.8299123319696085, 0.05556757760909393
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ODTE, hepatitis, 0.8283870967741936, 0.07109665710428856
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ODTE, ilpd-indian-liver, 0.7272885352195698, 0.039873431660598986
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ODTE, ionosphere, 0.9504346076458754, 0.023708279806973313
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ODTE, iris, 0.964, 0.03255081497528987
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ODTE, led-display, 0.7186, 0.02703775138579389
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ODTE, libras, 0.8625, 0.047079031268550814
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ODTE, low-res-spect, 0.9093969317580672, 0.035428439542986974
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ODTE, lymphography, 0.8410574712643678, 0.05833785272114171
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ODTE, mammographic, 0.8288347366148531, 0.022955531218077037
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ODTE, molec-biol-promoter, 0.8656709956709955, 0.0973712407439469
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ODTE, musk-1, 0.9124013157894737, 0.02990026230299551
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ODTE, oocytes_merluccius_nucleus_4d, 0.8443271162123385, 0.026958181251392942
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ODTE, oocytes_merluccius_states_2f, 0.9230946915351506, 0.015908353110954166
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ODTE, oocytes_trisopterus_nucleus_2f, 0.8154464661022038, 0.022327974942331383
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ODTE, oocytes_trisopterus_states_5b, 0.9267387257551191, 0.01807476944375977
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ODTE, parkinsons, 0.9066666666666667, 0.04522134909753559
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ODTE, pima, 0.7728910958322721, 0.02900120258111359
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ODTE, pittsburg-bridges-MATERIAL, 0.8677489177489177, 0.06934417716014449
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ODTE, pittsburg-bridges-REL-L, 0.6966190476190477, 0.099521633605742
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ODTE, pittsburg-bridges-SPAN, 0.6937426900584795, 0.10948613227073402
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ODTE, pittsburg-bridges-T-OR-D, 0.8664761904761904, 0.07649172587269897
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ODTE, planning, 0.7352702702702704, 0.06697755238925641
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ODTE, post-operative, 0.711111111111111, 0.07535922203472521
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ODTE, seeds, 0.9571428571428572, 0.027355060221609648
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ODTE, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
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ODTE, statlog-german-credit, 0.7576, 0.029227384419410526
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ODTE, statlog-heart, 0.8381481481481482, 0.046379185057354784
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ODTE, statlog-image, 0.9641991341991343, 0.007272340744212073
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ODTE, statlog-vehicle, 0.8072182387747998, 0.02404945671905629
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ODTE, synthetic-control, 0.987, 0.009741092797468319
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ODTE, tic-tac-toe, 0.9846531413612564, 0.00756301332812281
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ODTE, vertebral-column-2clases, 0.8564516129032256, 0.037928954891305953
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ODTE, wine, 0.9814285714285714, 0.02424781771927406
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ODTE, zoo, 0.9574761904761906, 0.04557023434769017
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TBRoF, balance-scale, 0.7826380042462844, 0.18925694969056328
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TBRoF, balloons, 0.61125, 0.247725203364352
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TBRoF, breast-cancer-wisc-diag, 0.973283758495026, 0.013244810623357882
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TBRoF, breast-cancer-wisc-prog, 0.7978151260504203, 0.05694766463433709
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TBRoF, breast-cancer-wisc, 0.9627849210987725, 0.012721293409234216
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TBRoF, breast-cancer, 0.7308990931892726, 0.055966571642361095
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TBRoF, cardiotocography-10clases, 0.7833492331011966, 0.021307069831893954
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TBRoF, cardiotocography-3clases, 0.895985255615268, 0.012308158973203483
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TBRoF, conn-bench-sonar-mines-rocks, 0.7877884615384616, 0.04851951284665777
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TBRoF, cylinder-bands, 0.7170703125, 0.035382373191454965
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TBRoF, dermatology, 0.9742673992673991, 0.015317005568040842
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TBRoF, echocardiogram, 0.8331428571428572, 0.05716070028311154
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TBRoF, fertility, 0.8800000000000006, 0.05570922354457741
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TBRoF, haberman-survival, 0.7412618083670716, 0.03733056862694105
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TBRoF, heart-hungarian, 0.814958904109589, 0.03136114741864325
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TBRoF, hepatitis, 0.8127086007702183, 0.05401110717213335
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TBRoF, ilpd-indian-liver, 0.7232548928238585, 0.02812722020593907
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TBRoF, ionosphere, 0.907727969348659, 0.03151367661074491
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TBRoF, iris, 0.9774601524601525, 0.022227864533454735
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TBRoF, led-display, 0.7098000000000001, 0.026706198767918625
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TBRoF, libras, 0.7562777777777778, 0.04860581848829984
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TBRoF, low-res-spect, 0.8738299663299666, 0.029720937467041728
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TBRoF, lymphography, 0.7751351351351352, 0.06933105447844684
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TBRoF, mammographic, 0.8145772821576763, 0.023864461511594333
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TBRoF, molec-biol-promoter, 0.7795329670329672, 0.06980216133544012
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TBRoF, musk-1, 0.8714285714285717, 0.02544487451716707
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TBRoF, oocytes_merluccius_nucleus_4d, 0.831322194247349, 0.021134901304659903
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TBRoF, oocytes_merluccius_states_2f, 0.9211329823758299, 0.012866634130284658
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TBRoF, oocytes_trisopterus_nucleus_2f, 0.8083333333333332, 0.029987740012144073
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TBRoF, oocytes_trisopterus_states_5b, 0.9314473684210521, 0.015009780777726503
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TBRoF, parkinsons, 0.8935600490196077, 0.04414473458115928
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TBRoF, pima, 0.7682291666666667, 0.02576538959165189
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TBRoF, pittsburg-bridges-MATERIAL, 0.8053021978021977, 0.06860551894291693
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TBRoF, pittsburg-bridges-REL-L, 0.6569285714285714, 0.0689374239513824
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TBRoF, pittsburg-bridges-SPAN, 0.6478260869565218, 0.10917514377689
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TBRoF, pittsburg-bridges-T-OR-D, 0.8656444444444447, 0.0655148575959644
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TBRoF, planning, 0.7128439716312058, 0.05752795189294039
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TBRoF, post-operative, 0.7110227272727273, 0.08718498768060559
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TBRoF, seeds, 0.9534900284900283, 0.027705208350106637
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TBRoF, statlog-australian-credit, 0.6784883720930234, 0.03892040204721194
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TBRoF, statlog-german-credit, 0.7575999999999999, 0.0256092088700016
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TBRoF, statlog-heart, 0.8289746917585983, 0.042595090023633556
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TBRoF, statlog-image, 0.9615544640104406, 0.008699636358413849
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TBRoF, statlog-vehicle, 0.8051545290701557, 0.02813895748743846
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TBRoF, synthetic-control, 0.9816666666666667, 0.012955163345552294
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TBRoF, tic-tac-toe, 0.983303703189291, 0.008126990928514651
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TBRoF, vertebral-column-2clases, 0.8501578168666777, 0.03368363428991826
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TBRoF, wine, 0.9910573122529645, 0.013443915807807105
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TBRoF, zoo, 0.9566153846153845, 0.04584946867346845
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Wodt, balance-scale, 0.92128, 0.031368162203100125
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Wodt, balloons, 0.6849999999999998, 0.23879907872519107
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Wodt, breast-cancer-wisc-diag, 0.9662598975314391, 0.012701511719760309
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Wodt, breast-cancer-wisc-prog, 0.7116025641025641, 0.054983897290113326
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Wodt, breast-cancer-wisc, 0.9440647482014388, 0.01756316459913997
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Wodt, breast-cancer, 0.6632486388384754, 0.04925109121345335
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Wodt, cardiotocography-10clases, 0.7796334714167358, 0.01966283976162998
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Wodt, cardiotocography-3clases, 0.9014120961060482, 0.016029994123889068
|
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Wodt, conn-bench-sonar-mines-rocks, 0.8081997677119628, 0.0498734154479995
|
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Wodt, cylinder-bands, 0.7025452122596612, 0.03710659493721448
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Wodt, dermatology, 0.9641873380229546, 0.016641323865204168
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Wodt, echocardiogram, 0.746980056980057, 0.08724923657104314
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Wodt, fertility, 0.804, 0.06770524351924304
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Wodt, haberman-survival, 0.6702379693283977, 0.05088784373091166
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Wodt, heart-hungarian, 0.761928696668615, 0.052100433118643194
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Wodt, hepatitis, 0.7748387096774192, 0.09558190259697842
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Wodt, ilpd-indian-liver, 0.6778588269967581, 0.035631066332769044
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Wodt, ionosphere, 0.8794607645875252, 0.03858080219956032
|
||||
Wodt, iris, 0.9466666666666668, 0.036514837167011066
|
||||
Wodt, led-display, 0.7047, 0.02916179006851258
|
||||
Wodt, libras, 0.7855555555555556, 0.05031996388544112
|
||||
Wodt, low-res-spect, 0.855533415623347, 0.03222774975371431
|
||||
Wodt, lymphography, 0.7800459770114943, 0.07599005574288029
|
||||
Wodt, mammographic, 0.7579566062176167, 0.024906146679797566
|
||||
Wodt, molec-biol-promoter, 0.7912987012987013, 0.08633959022510546
|
||||
Wodt, musk-1, 0.8411776315789474, 0.03449014306500045
|
||||
Wodt, oocytes_merluccius_nucleus_4d, 0.74041893830703, 0.028693112692103676
|
||||
Wodt, oocytes_merluccius_states_2f, 0.902934481109517, 0.022147306742109327
|
||||
Wodt, oocytes_trisopterus_nucleus_2f, 0.7491436978322225, 0.03602040782195508
|
||||
Wodt, oocytes_trisopterus_states_5b, 0.8916705698672911, 0.020702811014803944
|
||||
Wodt, parkinsons, 0.9005128205128206, 0.05144589211891057
|
||||
Wodt, pima, 0.6881622952211188, 0.035111562938444044
|
||||
Wodt, pittsburg-bridges-MATERIAL, 0.8118614718614716, 0.08062163607707493
|
||||
Wodt, pittsburg-bridges-REL-L, 0.6259047619047619, 0.10926121729800642
|
||||
Wodt, pittsburg-bridges-SPAN, 0.5871929824561403, 0.11611933933595711
|
||||
Wodt, pittsburg-bridges-T-OR-D, 0.8375238095238096, 0.07413072965623015
|
||||
Wodt, planning, 0.5784384384384385, 0.08440752357130758
|
||||
Wodt, post-operative, 0.5566666666666666, 0.10627822791331752
|
||||
Wodt, seeds, 0.9323809523809523, 0.04161152814276852
|
||||
Wodt, statlog-australian-credit, 0.5617391304347826, 0.03785467296768582
|
||||
Wodt, statlog-german-credit, 0.6850999999999999, 0.02579709285946769
|
||||
Wodt, statlog-heart, 0.78, 0.061154866490519384
|
||||
Wodt, statlog-image, 0.9548917748917749, 0.011022906583856079
|
||||
Wodt, statlog-vehicle, 0.7296756004176818, 0.03014045315193517
|
||||
Wodt, synthetic-control, 0.9785, 0.01453826368969525
|
||||
Wodt, tic-tac-toe, 0.9449798211169285, 0.029347280139619656
|
||||
Wodt, vertebral-column-2clases, 0.8138709677419353, 0.04530047675895885
|
||||
Wodt, wine, 0.967920634920635, 0.028208046326376822
|
||||
Wodt, zoo, 0.9514285714285715, 0.043724036675722826
|
||||
SVC, balance-scale, 0.9785600000000001, 0.013711542582802286
|
||||
SVC, balloons, 0.86, 0.28501461950807594
|
||||
SVC, breast-cancer-wisc-diag, 0.9753951249805931, 0.014597293231205878
|
||||
SVC, breast-cancer-wisc-prog, 0.7938589743589745, 0.05657320433780183
|
||||
SVC, breast-cancer-wisc, 0.9679527235354572, 0.011995201821390402
|
||||
SVC, breast-cancer, 0.7317543859649124, 0.04356606121838112
|
||||
SVC, cardiotocography-10clases, 0.8201826014913007, 0.022919732876958584
|
||||
SVC, cardiotocography-3clases, 0.9112899199116268, 0.012401790692530392
|
||||
SVC, conn-bench-sonar-mines-rocks, 0.8320905923344947, 0.06095204566527709
|
||||
SVC, cylinder-bands, 0.7476127926898914, 0.04110007272505122
|
||||
SVC, dermatology, 0.972373195112921, 0.015862520651510115
|
||||
SVC, echocardiogram, 0.8252991452991455, 0.07337261558656372
|
||||
SVC, fertility, 0.88, 0.0547722557505166
|
||||
SVC, haberman-survival, 0.7317133791644632, 0.045381650232207534
|
||||
SVC, heart-hungarian, 0.8234482758620689, 0.048867109055436626
|
||||
SVC, hepatitis, 0.8251612903225807, 0.07040539663356832
|
||||
SVC, ilpd-indian-liver, 0.7133952254641912, 0.03827755623741007
|
||||
SVC, ionosphere, 0.9532756539235413, 0.02385368651558141
|
||||
SVC, iris, 0.966, 0.032991581417756315
|
||||
SVC, led-display, 0.7204, 0.02523568901377571
|
||||
SVC, libras, 0.7847222222222221, 0.051012132422797105
|
||||
SVC, low-res-spect, 0.9016769529183564, 0.03269429070378195
|
||||
SVC, lymphography, 0.8471494252873564, 0.05938135729224899
|
||||
SVC, mammographic, 0.8267465457685665, 0.022926835290767923
|
||||
SVC, molec-biol-promoter, 0.827142857142857, 0.09431966640910128
|
||||
SVC, musk-1, 0.9163881578947368, 0.027520787090975468
|
||||
SVC, oocytes_merluccius_nucleus_4d, 0.8403060736489717, 0.023610853521046887
|
||||
SVC, oocytes_merluccius_states_2f, 0.9197675753228122, 0.016293604623296522
|
||||
SVC, oocytes_trisopterus_nucleus_2f, 0.7991268840449167, 0.026483084828854114
|
||||
SVC, oocytes_trisopterus_states_5b, 0.9222464420825075, 0.018202901471558224
|
||||
SVC, parkinsons, 0.8743589743589744, 0.04565254824298682
|
||||
SVC, pima, 0.7695127748068923, 0.02622048017958126
|
||||
SVC, pittsburg-bridges-MATERIAL, 0.8629004329004327, 0.06975826134555882
|
||||
SVC, pittsburg-bridges-REL-L, 0.6901904761904761, 0.0893877385352908
|
||||
SVC, pittsburg-bridges-SPAN, 0.7094736842105265, 0.10829259913995691
|
||||
SVC, pittsburg-bridges-T-OR-D, 0.8648095238095237, 0.07364850331687892
|
||||
SVC, planning, 0.7352702702702704, 0.06697755238925641
|
||||
SVC, post-operative, 0.7022222222222222, 0.0751623756679456
|
||||
SVC, seeds, 0.9328571428571428, 0.04059925269913093
|
||||
SVC, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
|
||||
SVC, statlog-german-credit, 0.7663999999999999, 0.027166891614610618
|
||||
SVC, statlog-heart, 0.8303703703703706, 0.040801301789393805
|
||||
SVC, statlog-image, 0.9554545454545453, 0.00732216243366479
|
||||
SVC, statlog-vehicle, 0.797883745214062, 0.028612590720497322
|
||||
SVC, synthetic-control, 0.9913333333333334, 0.008326663997864544
|
||||
SVC, tic-tac-toe, 0.9863236256544502, 0.007669725164798296
|
||||
SVC, vertebral-column-2clases, 0.8461290322580644, 0.03927146112240879
|
||||
SVC, wine, 0.9807936507936508, 0.02154056565547604
|
||||
SVC, zoo, 0.9366666666666668, 0.05165294968232069
|
||||
BaggingWodt, balance-scale, 0.8275199999999999, 0.031805810789854096
|
||||
BaggingWodt, balloons, 0.63, 0.24333333333333332
|
||||
BaggingWodt, breast-cancer-wisc-diag, 0.9767955286446203, 0.012651131794984151
|
||||
BaggingWodt, breast-cancer-wisc-prog, 0.8041282051282052, 0.054065511677276364
|
||||
BaggingWodt, breast-cancer-wisc, 0.9688067831449128, 0.013501536929852434
|
||||
BaggingWodt, breast-cancer, 0.7372958257713248, 0.05019104122389415
|
||||
BaggingWodt, cardiotocography-10clases, 0.8420058547362607, 0.02038235146222122
|
||||
BaggingWodt, cardiotocography-3clases, 0.9252600938967136, 0.013290240551130103
|
||||
BaggingWodt, conn-bench-sonar-mines-rocks, 0.8512891986062716, 0.05425167048127118
|
||||
BaggingWodt, cylinder-bands, 0.7726308775937559, 0.043323936964141746
|
||||
BaggingWodt, dermatology, 0.9696445760829323, 0.0188524896065306
|
||||
BaggingWodt, echocardiogram, 0.7925925925925926, 0.06690912153964222
|
||||
BaggingWodt, fertility, 0.875, 0.05852349955359812
|
||||
BaggingWodt, haberman-survival, 0.7340137493389741, 0.05579848014720707
|
||||
BaggingWodt, heart-hungarian, 0.8210461718293396, 0.05105327558392002
|
||||
BaggingWodt, hepatitis, 0.8309677419354838, 0.07456010432616086
|
||||
BaggingWodt, ilpd-indian-liver, 0.7071986442676098, 0.03516496095647541
|
||||
BaggingWodt, ionosphere, 0.9122696177062375, 0.03896221222978386
|
||||
BaggingWodt, iris, 0.9546666666666666, 0.031098410105841596
|
||||
BaggingWodt, led-display, 0.7189, 0.027116231301565492
|
||||
BaggingWodt, libras, 0.8352777777777779, 0.04347998688200422
|
||||
BaggingWodt, low-res-spect, 0.8926309292893672, 0.028538049916854567
|
||||
BaggingWodt, lymphography, 0.8715862068965516, 0.05720076110461543
|
||||
BaggingWodt, mammographic, 0.8298747841105353, 0.022169546290874684
|
||||
BaggingWodt, molec-biol-promoter, 0.8264069264069264, 0.08838486909314487
|
||||
BaggingWodt, musk-1, 0.8932872807017544, 0.031704400918302934
|
||||
BaggingWodt, oocytes_merluccius_nucleus_4d, 0.8056791009086561, 0.019752083021678597
|
||||
BaggingWodt, oocytes_merluccius_states_2f, 0.9211276901004304, 0.01605560855667252
|
||||
BaggingWodt, oocytes_trisopterus_nucleus_2f, 0.812938209331652, 0.027686364424624348
|
||||
BaggingWodt, oocytes_trisopterus_states_5b, 0.9255353389779618, 0.01698481765795473
|
||||
BaggingWodt, parkinsons, 0.9307692307692308, 0.032936493791449035
|
||||
BaggingWodt, pima, 0.7510202869026398, 0.03359040798873941
|
||||
BaggingWodt, pittsburg-bridges-MATERIAL, 0.8478354978354977, 0.0664135437533315
|
||||
BaggingWodt, pittsburg-bridges-REL-L, 0.6874761904761907, 0.08128337095961154
|
||||
BaggingWodt, pittsburg-bridges-SPAN, 0.6784795321637428, 0.11377081388352872
|
||||
BaggingWodt, pittsburg-bridges-T-OR-D, 0.8570952380952381, 0.07769860077477762
|
||||
BaggingWodt, planning, 0.6827927927927929, 0.06607719671456548
|
||||
BaggingWodt, post-operative, 0.6455555555555555, 0.07608474807008883
|
||||
BaggingWodt, seeds, 0.9371428571428573, 0.04384056871041486
|
||||
BaggingWodt, statlog-australian-credit, 0.6365217391304349, 0.03381380252080168
|
||||
BaggingWodt, statlog-german-credit, 0.7661, 0.02579321616239434
|
||||
BaggingWodt, statlog-heart, 0.8407407407407408, 0.04287347001033417
|
||||
BaggingWodt, statlog-image, 0.9749350649350649, 0.0077450472812213905
|
||||
BaggingWodt, statlog-vehicle, 0.764779672815872, 0.02887187995824511
|
||||
BaggingWodt, synthetic-control, 0.9886666666666667, 0.009539392014169472
|
||||
BaggingWodt, tic-tac-toe, 0.9527105148342061, 0.020956068837478
|
||||
BaggingWodt, vertebral-column-2clases, 0.8429032258064517, 0.04325588746295833
|
||||
BaggingWodt, wine, 0.9831111111111112, 0.020289564182456803
|
||||
BaggingWodt, zoo, 0.9574761904761906, 0.038427155222620905
|
||||
BaggingStree, balance-scale, 0.9046400000000001, 0.024778829673735604
|
||||
BaggingStree, balloons, 0.7466666666666666, 0.22543784558547889
|
||||
BaggingStree, breast-cancer-wisc-diag, 0.9664291259121255, 0.014671587276866486
|
||||
BaggingStree, breast-cancer-wisc-prog, 0.7687564102564102, 0.07070554199381442
|
||||
BaggingStree, breast-cancer-wisc, 0.9678129496402877, 0.013280622942249616
|
||||
BaggingStree, breast-cancer, 0.7293768905021173, 0.04592856682964331
|
||||
BaggingStree, cardiotocography-10clases, 0.8248878210439105, 0.020088771819471586
|
||||
BaggingStree, cardiotocography-3clases, 0.8991088649544325, 0.017672766557020134
|
||||
BaggingStree, conn-bench-sonar-mines-rocks, 0.8200696864111499, 0.04751360241183439
|
||||
BaggingStree, cylinder-bands, 0.6814201408718826, 0.04672859958144014
|
||||
BaggingStree, dermatology, 0.983054424287301, 0.01146631014778772
|
||||
BaggingStree, echocardiogram, 0.855156695156695, 0.06266151037590971
|
||||
BaggingStree, fertility, 0.88, 0.0547722557505166
|
||||
BaggingStree, haberman-survival, 0.7353199365415125, 0.048398466240040176
|
||||
BaggingStree, heart-hungarian, 0.8207364114552892, 0.04947084712984143
|
||||
BaggingStree, hepatitis, 0.8019354838709677, 0.07688254755551763
|
||||
BaggingStree, ilpd-indian-liver, 0.7135661656351313, 0.038048725185040336
|
||||
BaggingStree, ionosphere, 0.9208088531187122, 0.03440093358479876
|
||||
BaggingStree, iris, 0.9553333333333331, 0.0295221197673127
|
||||
BaggingStree, led-display, 0.7128, 0.029885782572989444
|
||||
BaggingStree, libras, 0.8544444444444445, 0.044724810139063854
|
||||
BaggingStree, low-res-spect, 0.9043078822077234, 0.031947679613072245
|
||||
BaggingStree, lymphography, 0.7700689655172414, 0.07050802195491458
|
||||
BaggingStree, mammographic, 0.8272695379965458, 0.02450569044585343
|
||||
BaggingStree, molec-biol-promoter, 0.8387012987012987, 0.07620183897953593
|
||||
BaggingStree, musk-1, 0.8318991228070175, 0.03598591892932648
|
||||
BaggingStree, oocytes_merluccius_nucleus_4d, 0.7072391200382592, 0.03671500267792582
|
||||
BaggingStree, oocytes_merluccius_states_2f, 0.9130105212816835, 0.018260354243601108
|
||||
BaggingStree, oocytes_trisopterus_nucleus_2f, 0.7445030925358793, 0.03262686720944289
|
||||
BaggingStree, oocytes_trisopterus_states_5b, 0.8790548249564645, 0.02150378389813439
|
||||
BaggingStree, parkinsons, 0.8697435897435898, 0.04751275824369424
|
||||
BaggingStree, pima, 0.759612087259146, 0.025906439151399386
|
||||
BaggingStree, pittsburg-bridges-MATERIAL, 0.8563636363636362, 0.07381651843817168
|
||||
BaggingStree, pittsburg-bridges-REL-L, 0.6818095238095239, 0.09893968478062681
|
||||
BaggingStree, pittsburg-bridges-SPAN, 0.6563157894736843, 0.10692196863427415
|
||||
BaggingStree, pittsburg-bridges-T-OR-D, 0.8628095238095238, 0.0747571882042698
|
||||
BaggingStree, planning, 0.7143693693693695, 0.0715459100205182
|
||||
BaggingStree, post-operative, 0.711111111111111, 0.07535922203472521
|
||||
BaggingStree, seeds, 0.939047619047619, 0.04045097253637199
|
||||
BaggingStree, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
|
||||
BaggingStree, statlog-german-credit, 0.7364999999999999, 0.03200390601161053
|
||||
BaggingStree, statlog-heart, 0.8392592592592593, 0.04262317742463941
|
||||
BaggingStree, statlog-image, 0.9594372294372293, 0.008806199315273038
|
||||
BaggingStree, statlog-vehicle, 0.7127880264531847, 0.04127485840961743
|
||||
BaggingStree, synthetic-control, 0.9860000000000001, 0.008406346808612346
|
||||
BaggingStree, tic-tac-toe, 0.7933235165794066, 0.042192838956410524
|
||||
BaggingStree, vertebral-column-2clases, 0.8487096774193548, 0.042781783007912466
|
||||
BaggingStree, wine, 0.978063492063492, 0.025306267118142396
|
||||
BaggingStree, zoo, 0.9664285714285715, 0.04138270586454204
|
||||
Bagging, balance-scale, nan, nan
|
||||
Bagging, balloons, nan, nan
|
||||
Bagging, breast-cancer-wisc-diag, nan, nan
|
||||
Bagging, breast-cancer-wisc-prog, nan, nan
|
||||
Bagging, breast-cancer-wisc, nan, nan
|
||||
Bagging, breast-cancer, nan, nan
|
||||
Bagging, cardiotocography-10clases, nan, nan
|
||||
Bagging, cardiotocography-3clases, nan, nan
|
||||
Bagging, conn-bench-sonar-mines-rocks, nan, nan
|
||||
Bagging, cylinder-bands, nan, nan
|
||||
Bagging, dermatology, nan, nan
|
||||
Bagging, echocardiogram, nan, nan
|
||||
Bagging, fertility, nan, nan
|
||||
Bagging, haberman-survival, nan, nan
|
||||
Bagging, heart-hungarian, nan, nan
|
||||
Bagging, hepatitis, nan, nan
|
||||
Bagging, ilpd-indian-liver, nan, nan
|
||||
Bagging, ionosphere, nan, nan
|
||||
Bagging, iris, nan, nan
|
||||
Bagging, led-display, nan, nan
|
||||
Bagging, libras, nan, nan
|
||||
Bagging, low-res-spect, nan, nan
|
||||
Bagging, lymphography, nan, nan
|
||||
Bagging, mammographic, nan, nan
|
||||
Bagging, molec-biol-promoter, nan, nan
|
||||
Bagging, musk-1, nan, nan
|
||||
Bagging, oocytes_merluccius_nucleus_4d, nan, nan
|
||||
Bagging, oocytes_merluccius_states_2f, nan, nan
|
||||
Bagging, oocytes_trisopterus_nucleus_2f, nan, nan
|
||||
Bagging, oocytes_trisopterus_states_5b, nan, nan
|
||||
Bagging, parkinsons, nan, nan
|
||||
Bagging, pima, nan, nan
|
||||
Bagging, pittsburg-bridges-MATERIAL, nan, nan
|
||||
Bagging, pittsburg-bridges-REL-L, nan, nan
|
||||
Bagging, pittsburg-bridges-SPAN, nan, nan
|
||||
Bagging, pittsburg-bridges-T-OR-D, nan, nan
|
||||
Bagging, planning, nan, nan
|
||||
Bagging, post-operative, nan, nan
|
||||
Bagging, seeds, nan, nan
|
||||
Bagging, statlog-australian-credit, nan, nan
|
||||
Bagging, statlog-german-credit, nan, nan
|
||||
Bagging, statlog-heart, nan, nan
|
||||
Bagging, statlog-image, nan, nan
|
||||
Bagging, statlog-vehicle, nan, nan
|
||||
Bagging, synthetic-control, nan, nan
|
||||
Bagging, tic-tac-toe, nan, nan
|
||||
Bagging, vertebral-column-2clases, nan, nan
|
||||
Bagging, wine, nan, nan
|
||||
Bagging, zoo, nan, nan
|
||||
Cart, balance-scale, 0.7820799999999999, 0.03608203985364464
|
||||
Cart, balloons, 0.6833333333333335, 0.26977356760397747
|
||||
Cart, breast-cancer-wisc-diag, 0.9239217512808571, 0.02323176886368342
|
||||
Cart, breast-cancer-wisc-prog, 0.6914615384615383, 0.07229069176397018
|
||||
Cart, breast-cancer-wisc, 0.9433556012332991, 0.020857147642906682
|
||||
Cart, breast-cancer, 0.6362613430127042, 0.05493193657305148
|
||||
Cart, cardiotocography-10clases, 0.8109128969897819, 0.019011886406374308
|
||||
Cart, cardiotocography-3clases, 0.9204613090306545, 0.013845817718125228
|
||||
Cart, conn-bench-sonar-mines-rocks, 0.7253890824622532, 0.06929084790257113
|
||||
Cart, cylinder-bands, 0.712632781267847, 0.046238358140227635
|
||||
Cart, dermatology, 0.9396038504257683, 0.02387579095888003
|
||||
Cart, echocardiogram, 0.7443589743589744, 0.08299708625595158
|
||||
Cart, fertility, 0.7989999999999999, 0.08395832299420945
|
||||
Cart, haberman-survival, 0.6404970914859863, 0.055117499856839475
|
||||
Cart, heart-hungarian, 0.750613676212741, 0.04493113662535727
|
||||
Cart, hepatitis, 0.7658064516129032, 0.07293747411360528
|
||||
Cart, ilpd-indian-liver, 0.6639640436192161, 0.03825985300800366
|
||||
Cart, ionosphere, 0.8757907444668007, 0.03797437861573896
|
||||
Cart, iris, 0.9386666666666668, 0.04389887368841153
|
||||
Cart, led-display, 0.7037, 0.029644729717101474
|
||||
Cart, libras, 0.6549999999999998, 0.059210338603413376
|
||||
Cart, low-res-spect, 0.8352036677834599, 0.030503013555880365
|
||||
Cart, lymphography, 0.7683218390804598, 0.07551790968755526
|
||||
Cart, mammographic, 0.7569187176165802, 0.020852411303147095
|
||||
Cart, molec-biol-promoter, 0.7158008658008658, 0.08811757165025375
|
||||
Cart, musk-1, 0.7768969298245614, 0.043771936691364643
|
||||
Cart, oocytes_merluccius_nucleus_4d, 0.7195667144906744, 0.03068883042942922
|
||||
Cart, oocytes_merluccius_states_2f, 0.8911927307508368, 0.02477313298773685
|
||||
Cart, oocytes_trisopterus_nucleus_2f, 0.7257617246141836, 0.029837690053299604
|
||||
Cart, oocytes_trisopterus_states_5b, 0.8702630156728517, 0.025916263242401694
|
||||
Cart, parkinsons, 0.8558974358974359, 0.05822037527622443
|
||||
Cart, pima, 0.7011722264663441, 0.030849394257539655
|
||||
Cart, pittsburg-bridges-MATERIAL, 0.8006493506493506, 0.07641918889128255
|
||||
Cart, pittsburg-bridges-REL-L, 0.6171904761904762, 0.10161093599079367
|
||||
Cart, pittsburg-bridges-SPAN, 0.5575438596491228, 0.09592147935027655
|
||||
Cart, pittsburg-bridges-T-OR-D, 0.8225238095238094, 0.08877499647986477
|
||||
Cart, planning, 0.573963963963964, 0.07834935548163284
|
||||
Cart, post-operative, 0.5822222222222222, 0.10554970744033704
|
||||
Cart, seeds, 0.9161904761904762, 0.04238897730336739
|
||||
Cart, statlog-australian-credit, 0.5720289855072465, 0.04059031952408632
|
||||
Cart, statlog-german-credit, 0.6897, 0.02526677660486194
|
||||
Cart, statlog-heart, 0.7344444444444446, 0.04693777803495507
|
||||
Cart, statlog-image, 0.9613419913419914, 0.00934513626156175
|
||||
Cart, statlog-vehicle, 0.706384267316394, 0.030533108686824795
|
||||
Cart, synthetic-control, 0.9023333333333332, 0.02511307760244982
|
||||
Cart, tic-tac-toe, 0.9522851221640489, 0.018529859619663462
|
||||
Cart, vertebral-column-2clases, 0.7996774193548387, 0.04231712199258938
|
||||
Cart, wine, 0.9015873015873015, 0.0526003102936011
|
||||
Cart, zoo, 0.9555714285714286, 0.044427856881917915
|
||||
Hedge, balance-scale, 0.9268799999999999, 0.06136308787069482
|
||||
Hedge, balloons, 0.6233333333333332, 0.39234126984126966
|
||||
Hedge, breast-cancer, 0.7171203871748335, 0.3616679483449606
|
||||
Hedge, breast-cancer-wisc, 0.9672425488180886, 0.05157690357564579
|
||||
Hedge, breast-cancer-wisc-diag, 0.9346141903431143, 0.07167217360373247
|
||||
Hedge, breast-cancer-wisc-prog, 0.726897435897436, 0.30182419575091546
|
||||
Hedge, cardiotocography-10clases, 0.8224853907760284, 0.04244383988028859
|
||||
Hedge, cardiotocography-3clases, 0.9249283623308479, 0.0602439508982402
|
||||
Hedge, conn-bench-sonar-mines-rocks, 0.7111962833914053, 0.29348159104983085
|
||||
Hedge, cylinder-bands, 0.7147991623833998, 0.29943308455075124
|
||||
Hedge, dermatology, 0.9518918918918922, 0.021132385529569152
|
||||
Hedge, echocardiogram, 0.803732193732194, 0.23184391193739048
|
||||
Hedge, fertility, 0.8759999999999999, 0.1962085382961812
|
||||
Hedge, haberman-survival, 0.7156848228450555, 0.3635029471291943
|
||||
Hedge, heart-hungarian, 0.7867971946230274, 0.2657725912072866
|
||||
Hedge, hepatitis, 0.7625806451612901, 0.2589931331325924
|
||||
Hedge, ilpd-indian-liver, 0.688022399056882, 0.37862669572022073
|
||||
Hedge, ionosphere, 0.89456338028169, 0.11778274288375964
|
||||
Hedge, iris, 0.9393333333333334, 0.04973986434193759
|
||||
Hedge, led-display, 0.7229000000000001, 0.08588914246771266
|
||||
Hedge, libras, 0.6302777777777776, 0.05165805396141651
|
||||
Hedge, low-res-spect, 0.8227790513137014, 0.041615114646617435
|
||||
Hedge, lymphography, 0.748183908045977, 0.13997135664246718
|
||||
Hedge, mammographic, 0.8204010146804837, 0.2508836401655701
|
||||
Hedge, molec-biol-promoter, 0.7337229437229437, 0.27165754676111714
|
||||
Hedge, musk-1, 0.7899144736842106, 0.21840699019515383
|
||||
Hedge, oocytes_merluccius_nucleus_4d, 0.733264945002391, 0.30522643614918554
|
||||
Hedge, oocytes_merluccius_states_2f, 0.8992137733142032, 0.07844729159018868
|
||||
Hedge, oocytes_trisopterus_nucleus_2f, 0.7316975920254607, 0.3022908829038656
|
||||
Hedge, oocytes_trisopterus_states_5b, 0.8871872935807361, 0.08801089558713797
|
||||
Hedge, parkinsons, 0.8446153846153851, 0.1624820395549004
|
||||
Hedge, pima, 0.7442789236906883, 0.3262591809372487
|
||||
Hedge, pittsburg-bridges-MATERIAL, 0.8503463203463203, 0.1423410345127055
|
||||
Hedge, pittsburg-bridges-REL-L, 0.6393809523809524, 0.2928002682234352
|
||||
Hedge, pittsburg-bridges-SPAN, 0.6292982456140352, 0.30123005266829067
|
||||
Hedge, pittsburg-bridges-T-OR-D, 0.8336190476190474, 0.2180498486963409
|
||||
Hedge, planning, 0.7144144144144144, 0.4080436981633393
|
||||
Hedge, post-operative, 0.6911111111111109, 0.2864134132585191
|
||||
Hedge, seeds, 0.8942857142857144, 0.07952081943896047
|
||||
Hedge, statlog-australian-credit, 0.6427536231884058, 0.41046196215994185
|
||||
Hedge, statlog-german-credit, 0.7159, 0.32651908108216554
|
||||
Hedge, statlog-heart, 0.7948148148148146, 0.2531165005844386
|
||||
Hedge, statlog-image, 0.9604761904761905, 0.012960080161368716
|
||||
Hedge, statlog-vehicle, 0.7284852071005916, 0.148665983001905
|
||||
Hedge, synthetic-control, 0.8980000000000001, 0.03526071746856307
|
||||
Hedge, tic-tac-toe, 0.9832989746945902, 0.0324288588201445
|
||||
Hedge, vertebral-column-2clases, 0.8470967741935483, 0.19925244798629155
|
||||
Hedge, wine, 0.9791587301587302, 0.016852769344692316
|
||||
Hedge, zoo, 0.9298571428571428, 0.022397494870964197
|
||||
TBRRoF, balance-scale, 0.901701780173118, 0.022727898539488985
|
||||
TBRRoF, balloons, 0.64875, 0.23921130353453926
|
||||
TBRRoF, breast-cancer-wisc-diag, 0.9734979808923474, 0.01211458933120479
|
||||
TBRRoF, breast-cancer-wisc-prog, 0.8079471788715488, 0.05471208977777354
|
||||
TBRRoF, breast-cancer-wisc, 0.9688194038573934, 0.01104260329962437
|
||||
TBRRoF, breast-cancer, 0.7354775226702683, 0.04827367740143163
|
||||
TBRRoF, cardiotocography-10clases, 0.8288138243181649, 0.01645252887633946
|
||||
TBRRoF, cardiotocography-3clases, 0.9224819890962925, 0.011610247810599902
|
||||
TBRRoF, conn-bench-sonar-mines-rocks, 0.8375, 0.053844346412695955
|
||||
TBRRoF, cylinder-bands, 0.767890625, 0.03324347930143141
|
||||
TBRRoF, dermatology, 0.9746077041238331, 0.014736301000625167
|
||||
TBRRoF, echocardiogram, 0.8499598214285714, 0.05162023787508073
|
||||
TBRRoF, fertility, 0.8810000000000003, 0.060740820180344164
|
||||
TBRRoF, haberman-survival, 0.7374089068825913, 0.044260313726551134
|
||||
TBRRoF, heart-hungarian, 0.8190036529680362, 0.03888797653544859
|
||||
TBRRoF, hepatitis, 0.8227984595635432, 0.0532198072811453
|
||||
TBRRoF, ilpd-indian-liver, 0.7193709226467846, 0.023486304382908652
|
||||
TBRRoF, ionosphere, 0.9459827586206895, 0.02184731993247911
|
||||
TBRRoF, iris, 0.9658281358281358, 0.02676690588381821
|
||||
TBRRoF, led-display, 0.68436, 0.04995546157031798
|
||||
TBRRoF, libras, 0.8801666666666665, 0.03679035193712203
|
||||
TBRRoF, low-res-spect, 0.8999957912457909, 0.026355170969855124
|
||||
TBRRoF, lymphography, 0.8621621621621622, 0.05538892305924108
|
||||
TBRRoF, mammographic, 0.8280522130013831, 0.020736800209974978
|
||||
TBRRoF, molec-biol-promoter, 0.8082417582417584, 0.08100093455762149
|
||||
TBRRoF, musk-1, 0.8918907563025209, 0.028415223920829437
|
||||
TBRRoF, oocytes_merluccius_nucleus_4d, 0.8403234912642101, 0.018770954783619315
|
||||
TBRRoF, oocytes_merluccius_states_2f, 0.9260048065918971, 0.01392436830249517
|
||||
TBRRoF, oocytes_trisopterus_nucleus_2f, 0.8344298245614035, 0.02138638757870041
|
||||
TBRRoF, oocytes_trisopterus_states_5b, 0.9350877192982455, 0.013985948140735555
|
||||
TBRRoF, parkinsons, 0.9318872549019607, 0.03330032511327817
|
||||
TBRRoF, pima, 0.768046875, 0.028059285918720294
|
||||
TBRRoF, pittsburg-bridges-MATERIAL, 0.8622252747252745, 0.05272285056647456
|
||||
TBRRoF, pittsburg-bridges-REL-L, 0.6864928571428571, 0.08623338832389287
|
||||
TBRRoF, pittsburg-bridges-SPAN, 0.6956521739130435, 0.06464277753695896
|
||||
TBRRoF, pittsburg-bridges-T-OR-D, 0.8713629629629633, 0.06055900326616563
|
||||
TBRRoF, planning, 0.7224751773049648, 0.05837993833973262
|
||||
TBRRoF, post-operative, 0.7113068181818182, 0.08162598674627758
|
||||
TBRRoF, seeds, 0.9512464387464385, 0.033266940266918926
|
||||
TBRRoF, statlog-australian-credit, 0.6782665062817429, 0.029157752633879357
|
||||
TBRRoF, statlog-german-credit, 0.7592000000000001, 0.019449259220096972
|
||||
TBRRoF, statlog-heart, 0.8392277741726153, 0.037384083235462114
|
||||
TBRRoF, statlog-image, 0.9756969824863881, 0.006903978139917843
|
||||
TBRRoF, statlog-vehicle, 0.7870681752441981, 0.026493453010463675
|
||||
TBRRoF, synthetic-control, 0.9919999999999998, 0.009575797952794753
|
||||
TBRRoF, tic-tac-toe, 0.9844217781558706, 0.008102161082608183
|
||||
TBRRoF, vertebral-column-2clases, 0.8515140555646883, 0.03497531619650492
|
||||
TBRRoF, wine, 0.9821640316205533, 0.018615197860478525
|
||||
TBRRoF, zoo, 0.9492615384615388, 0.04884462984878655
|
||||
TBRaF, balance-scale, 0.8975269475747183, 0.023461084398242734
|
||||
TBRaF, balloons, 0.6375, 0.23612831034708318
|
||||
TBRaF, breast-cancer-wisc-diag, 0.9722372697724811, 0.013193347862443736
|
||||
TBRaF, breast-cancer-wisc-prog, 0.801140456182473, 0.05994146019366561
|
||||
TBRaF, breast-cancer-wisc, 0.9685330216247806, 0.011892547172713566
|
||||
TBRaF, breast-cancer, 0.732153193131391, 0.04414297240873954
|
||||
TBRaF, cardiotocography-10clases, 0.8268112132229536, 0.016587713750123762
|
||||
TBRaF, cardiotocography-3clases, 0.9193786017390813, 0.011408461529019366
|
||||
TBRaF, conn-bench-sonar-mines-rocks, 0.8092307692307693, 0.052101905394016206
|
||||
TBRaF, cylinder-bands, 0.748671875, 0.037879462930709165
|
||||
TBRaF, dermatology, 0.974489542715349, 0.015244381530713037
|
||||
TBRaF, echocardiogram, 0.8470982142857144, 0.04121407375891862
|
||||
TBRaF, fertility, 0.8804000000000003, 0.05947711861036103
|
||||
TBRaF, haberman-survival, 0.7405026990553306, 0.04442778063213871
|
||||
TBRaF, heart-hungarian, 0.819897716894977, 0.040808946053684174
|
||||
TBRaF, hepatitis, 0.8308087291399229, 0.030786481618938533
|
||||
TBRaF, ilpd-indian-liver, 0.7113035880708294, 0.03241044043427038
|
||||
TBRaF, ionosphere, 0.9350574712643678, 0.03531528446913812
|
||||
TBRaF, iris, 0.9625086625086627, 0.02370416415994463
|
||||
TBRaF, led-display, 0.7121600000000001, 0.025910057029585667
|
||||
TBRaF, libras, 0.8463888888888887, 0.03918389343605342
|
||||
TBRaF, low-res-spect, 0.9000336700336697, 0.023601420494052557
|
||||
TBRaF, lymphography, 0.8422972972972973, 0.0589135421754256
|
||||
TBRaF, mammographic, 0.8293430152143845, 0.022325145379837995
|
||||
TBRaF, molec-biol-promoter, 0.7957554945054945, 0.07181386667033816
|
||||
TBRaF, musk-1, 0.8739495798319328, 0.0282061820436449
|
||||
TBRaF, oocytes_merluccius_nucleus_4d, 0.8366516365300984, 0.02109662119057668
|
||||
TBRaF, oocytes_merluccius_states_2f, 0.9237768368047604, 0.015521407216536862
|
||||
TBRaF, oocytes_trisopterus_nucleus_2f, 0.8346491228070174, 0.019722730155514016
|
||||
TBRaF, oocytes_trisopterus_states_5b, 0.9273903508771925, 0.016976508458830007
|
||||
TBRaF, parkinsons, 0.9110845588235295, 0.03900626598564447
|
||||
TBRaF, pima, 0.7598958333333333, 0.02539774065272653
|
||||
TBRaF, pittsburg-bridges-MATERIAL, 0.8643956043956043, 0.0575076392003003
|
||||
TBRaF, pittsburg-bridges-REL-L, 0.6964571428571429, 0.08540119415248532
|
||||
TBRaF, pittsburg-bridges-SPAN, 0.6832608695652175, 0.08456145562451363
|
||||
TBRaF, pittsburg-bridges-T-OR-D, 0.8654074074074076, 0.059112371460567796
|
||||
TBRaF, planning, 0.7153900709219856, 0.05557611621471211
|
||||
TBRaF, post-operative, 0.707007575757576, 0.10139602230667759
|
||||
TBRaF, seeds, 0.9433297720797718, 0.03028629022052037
|
||||
TBRaF, statlog-australian-credit, 0.6782812082330928, 0.03941790588788404
|
||||
TBRaF, statlog-german-credit, 0.7564000000000001, 0.023820380482179344
|
||||
TBRaF, statlog-heart, 0.8361345446679644, 0.04254934551175193
|
||||
TBRaF, statlog-image, 0.9680695515784999, 0.007978763699442637
|
||||
TBRaF, statlog-vehicle, 0.7753996172930158, 0.02537062422962424
|
||||
TBRaF, synthetic-control, 0.9886666666666664, 0.008239844094951121
|
||||
TBRaF, tic-tac-toe, 0.9768216462091356, 0.010279827512750403
|
||||
TBRaF, vertebral-column-2clases, 0.8508877198750617, 0.031040561304764965
|
||||
TBRaF, wine, 0.9804347826086953, 0.019004456684509077
|
||||
TBRaF, zoo, 0.9336076923076927, 0.058309997782000134
|
||||
RandomForest, balance-scale, 0.83616, 0.02649630917694009
|
||||
RandomForest, balloons, 0.625, 0.24958298553119898
|
||||
RandomForest, breast-cancer-wisc-diag, 0.9602856699270299, 0.01304850246785924
|
||||
RandomForest, breast-cancer-wisc-prog, 0.7889487179487179, 0.062095973522275645
|
||||
RandomForest, breast-cancer-wisc, 0.9678078108941419, 0.013450156204218109
|
||||
RandomForest, breast-cancer, 0.7173260738052026, 0.05543339031060783
|
||||
RandomForest, cardiotocography-10clases, 0.8729086992543498, 0.01716119423915263
|
||||
RandomForest, cardiotocography-3clases, 0.9415357083678542, 0.011745284632829643
|
||||
RandomForest, conn-bench-sonar-mines-rocks, 0.833437862950058, 0.05787314265134896
|
||||
RandomForest, cylinder-bands, 0.792147344374643, 0.03975693903506292
|
||||
RandomForest, dermatology, 0.9778563495001852, 0.015194540700548658
|
||||
RandomForest, echocardiogram, 0.8139316239316239, 0.07230626105687148
|
||||
RandomForest, fertility, 0.8740000000000001, 0.0626418390534633
|
||||
RandomForest, haberman-survival, 0.7029666842940243, 0.046522788130533295
|
||||
RandomForest, heart-hungarian, 0.813249561659848, 0.04539952943524693
|
||||
RandomForest, hepatitis, 0.8225806451612903, 0.07162452681024038
|
||||
RandomForest, ilpd-indian-liver, 0.7048010610079575, 0.03367965359465586
|
||||
RandomForest, ionosphere, 0.9321851106639838, 0.031025947121713787
|
||||
RandomForest, iris, 0.9473333333333332, 0.03061590000854675
|
||||
RandomForest, led-display, 0.7097, 0.028747347703744767
|
||||
RandomForest, libras, 0.8008333333333334, 0.051039351799359346
|
||||
RandomForest, low-res-spect, 0.8941421266090636, 0.033512494391602414
|
||||
RandomForest, lymphography, 0.8472873563218392, 0.07011193134668385
|
||||
RandomForest, mammographic, 0.7956336355785838, 0.021570639366604298
|
||||
RandomForest, molec-biol-promoter, 0.8914718614718615, 0.06923296108787423
|
||||
RandomForest, musk-1, 0.8892916666666667, 0.032218163597528444
|
||||
RandomForest, oocytes_merluccius_nucleus_4d, 0.8008857006217122, 0.026005202449345177
|
||||
RandomForest, oocytes_merluccius_states_2f, 0.9224098517455765, 0.014089731590980637
|
||||
RandomForest, oocytes_trisopterus_nucleus_2f, 0.8086627034168018, 0.02785857804335842
|
||||
RandomForest, oocytes_trisopterus_states_5b, 0.9135879421125322, 0.018448127398280962
|
||||
RandomForest, parkinsons, 0.906153846153846, 0.043092182889324544
|
||||
RandomForest, pima, 0.7619658772599949, 0.029215416907967737
|
||||
RandomForest, pittsburg-bridges-MATERIAL, 0.8291341991341992, 0.07027590215086539
|
||||
RandomForest, pittsburg-bridges-REL-L, 0.6680952380952381, 0.07481193351882705
|
||||
RandomForest, pittsburg-bridges-SPAN, 0.6433333333333333, 0.1000367396003129
|
||||
RandomForest, pittsburg-bridges-T-OR-D, 0.8541428571428571, 0.0780557536653904
|
||||
RandomForest, planning, 0.6983483483483484, 0.0654856086595986
|
||||
RandomForest, post-operative, 0.6188888888888889, 0.09687079341723154
|
||||
RandomForest, seeds, 0.9333333333333332, 0.041785544701867246
|
||||
RandomForest, statlog-australian-credit, 0.6607246376811594, 0.04062342366030316
|
||||
RandomForest, statlog-german-credit, 0.76, 0.023748684174075843
|
||||
RandomForest, statlog-heart, 0.822962962962963, 0.04257809737244419
|
||||
RandomForest, statlog-image, 0.9785714285714286, 0.007182103906076649
|
||||
RandomForest, statlog-vehicle, 0.7494166376609818, 0.02747614895571888
|
||||
RandomForest, synthetic-control, 0.9860000000000001, 0.010598742063723111
|
||||
RandomForest, tic-tac-toe, 0.9884075043630017, 0.0071140588943835546
|
||||
RandomForest, vertebral-column-2clases, 0.8322580645161289, 0.04539112025635577
|
||||
RandomForest, wine, 0.9825873015873016, 0.02303907423919074
|
||||
RandomForest, zoo, 0.9594761904761906, 0.04292716501935155
|
||||
|
@@ -1,41 +0,0 @@
|
||||
---------------------------------------------------------------------
|
||||
Friedman test, objetive maximize output variable accuracy. Obtained p-value: 6.6349e-82
|
||||
Chi squared with 13 degrees of freedom statistic: 421.4222
|
||||
Test rejected: p-value: 6.6349e-82 < 0.0500
|
||||
---------------------------------------------------------------------
|
||||
Control post hoc test for output accuracy
|
||||
Adjust method: Holm
|
||||
|
||||
Control method: ODTE
|
||||
p-values:
|
||||
TBRRoF 0.2667
|
||||
SVC 0.0337
|
||||
TBRaF 0.0337
|
||||
STree 0.0305
|
||||
BaggingWodt 0.0181
|
||||
RandomForest 0.0001
|
||||
TBRoF 0.0001
|
||||
BaggingStree 0.0000
|
||||
Hedge 0.0000
|
||||
Wodt 0.0000
|
||||
Cart 0.0000
|
||||
ExtraTree 0.0000
|
||||
Bagging 0.0000
|
||||
---------------------------------------------------------------------
|
||||
$testMultiple
|
||||
classifier pvalue rank win tie loss
|
||||
ODTE ODTE NA 2.918367 NA NA NA
|
||||
TBRRoF TBRRoF 2.666656e-01 3.857143 30 0 19
|
||||
TBRaF TBRaF 3.368966e-02 5.040816 37 0 12
|
||||
SVC SVC 3.368966e-02 5.061224 34 3 12
|
||||
STree STree 3.049694e-02 5.173469 36 6 7
|
||||
BaggingWodt BaggingWodt 1.808617e-02 5.377551 33 1 15
|
||||
RandomForest RandomForest 9.782582e-05 6.561224 39 0 10
|
||||
TBRoF TBRoF 6.942731e-05 6.653061 43 0 6
|
||||
BaggingStree BaggingStree 1.994251e-05 6.897959 42 4 3
|
||||
Hedge Hedge 3.459008e-14 9.561224 47 0 2
|
||||
Wodt Wodt 1.250970e-16 10.142857 49 0 0
|
||||
Cart Cart 2.205000e-22 11.346939 48 0 1
|
||||
ExtraTree ExtraTree 3.546304e-28 12.408163 49 0 0
|
||||
Bagging Bagging 3.655835e-38 14.000000 49 0 0
|
||||
|
||||
@@ -1,21 +0,0 @@
|
||||
Warning messages:
|
||||
1: Removed 49 rows containing missing values (geom_bar).
|
||||
2: Removed 49 rows containing missing values (geom_bar).
|
||||
3: In grSoftVersion() :
|
||||
unable to load shared object '/Library/Frameworks/R.framework/Resources/modules//R_X11.so':
|
||||
dlopen(/Library/Frameworks/R.framework/Resources/modules//R_X11.so, 0x0006): Library not loaded: /opt/X11/lib/libSM.6.dylib
|
||||
Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/modules/R_X11.so
|
||||
Reason: tried: '/opt/X11/lib/libSM.6.dylib' (no such file), '/Library/Frameworks/R.framework/Resources/lib/libSM.6.dylib' (no such file), '/Library/Java/JavaVirtualMachines/jdk1.8.0_241.jdk/Contents/Home/jre/lib/server/libSM.6.dylib' (no such file)
|
||||
4: In cairoVersion() :
|
||||
unable to load shared object '/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so':
|
||||
dlopen(/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so, 0x0006): Library not loaded: /opt/X11/lib/libXrender.1.dylib
|
||||
Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/library/grDevices/libs/cairo.so
|
||||
Reason: tried: '/opt/X11/lib/libXrender.1.dylib' (no such file), '/Library/Frameworks/R.framework/Resources/lib/libXrender.1.dylib' (no such file), '/Library/Java/JavaVirtualMachines/jdk1.8.0_241.jdk/Contents/Home/jre/lib/server/libXrender.1.dylib' (no such file)
|
||||
5: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
6: Removed 49 rows containing missing values (geom_bar).
|
||||
7: Removed 49 rows containing missing values (geom_bar).
|
||||
8: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
9: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
@@ -1,17 +0,0 @@
|
||||
Warning messages:
|
||||
1: In grSoftVersion() :
|
||||
unable to load shared object '/Library/Frameworks/R.framework/Resources/modules//R_X11.so':
|
||||
dlopen(/Library/Frameworks/R.framework/Resources/modules//R_X11.so, 6): Library not loaded: /opt/X11/lib/libSM.6.dylib
|
||||
Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/modules/R_X11.so
|
||||
Reason: image not found
|
||||
2: In cairoVersion() :
|
||||
unable to load shared object '/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so':
|
||||
dlopen(/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so, 6): Library not loaded: /opt/X11/lib/libXrender.1.dylib
|
||||
Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/library/grDevices/libs/cairo.so
|
||||
Reason: image not found
|
||||
3: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
4: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
5: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
@@ -1,17 +0,0 @@
|
||||
Warning messages:
|
||||
1: In grSoftVersion() :
|
||||
unable to load shared object '/Library/Frameworks/R.framework/Resources/modules//R_X11.so':
|
||||
dlopen(/Library/Frameworks/R.framework/Resources/modules//R_X11.so, 6): Library not loaded: /opt/X11/lib/libSM.6.dylib
|
||||
Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/modules/R_X11.so
|
||||
Reason: image not found
|
||||
2: In cairoVersion() :
|
||||
unable to load shared object '/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so':
|
||||
dlopen(/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so, 6): Library not loaded: /opt/X11/lib/libXrender.1.dylib
|
||||
Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/library/grDevices/libs/cairo.so
|
||||
Reason: image not found
|
||||
3: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
4: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
5: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
||||
failed to load cairo DLL
|
||||
@@ -1,246 +0,0 @@
|
||||
classifier, dataset, f1_macro, stdev
|
||||
ExtraTree, balance-scale, 0.5727937653363786, 0.023487857593735204
|
||||
ExtraTree, balloons, 0.5142380952380953, 0.30761517393993304
|
||||
ExtraTree, breast-cancer-wisc-diag, 0.9070138951323944, 0.02903776381824311
|
||||
ExtraTree, breast-cancer-wisc-prog, 0.5372527452695054, 0.09299756634049137
|
||||
ExtraTree, breast-cancer-wisc, 0.9334919221033554, 0.023728892992322302
|
||||
ExtraTree, breast-cancer, 0.5859978054054232, 0.06648992118041178
|
||||
ExtraTree, cardiotocography-10clases, 0.6354295232626165, 0.03600797841881146
|
||||
ExtraTree, cardiotocography-3clases, 0.7789905775124828, 0.029214271580936813
|
||||
ExtraTree, conn-bench-sonar-mines-rocks, 0.6884280028685714, 0.0768675369599383
|
||||
ExtraTree, cylinder-bands, 0.6758769583557732, 0.0481074636927063
|
||||
ExtraTree, dermatology, 0.87948428121547, 0.04971512090462707
|
||||
ExtraTree, echocardiogram, 0.6838558372486934, 0.09839035830723523
|
||||
ExtraTree, fertility, 0.5000780589077803, 0.0954728352478733
|
||||
ExtraTree, haberman-survival, 0.5441002544124391, 0.06607913609295565
|
||||
ExtraTree, heart-hungarian, 0.7366286989253811, 0.054567060935480395
|
||||
ExtraTree, hepatitis, 0.6556859873238605, 0.10358752552698505
|
||||
ExtraTree, ilpd-indian-liver, 0.589681357779014, 0.04544178790154917
|
||||
ExtraTree, ionosphere, 0.8387442365021327, 0.04611617688227847
|
||||
ExtraTree, iris, 0.9311749623217633, 0.04473731903535303
|
||||
ExtraTree, led-display, 0.6983907500978919, 0.030353489945598156
|
||||
ExtraTree, libras, 0.5831933894794575, 0.05653519276994073
|
||||
ExtraTree, low-res-spect, 0.4972214525831825, 0.10132146824648532
|
||||
ExtraTree, lymphography, 0.5757070025899516, 0.15033030843398723
|
||||
ExtraTree, mammographic, 0.7558760100988807, 0.027698417711324114
|
||||
ExtraTree, molec-biol-promoter, 0.6509738675500539, 0.09401233506670947
|
||||
ExtraTree, musk-1, 0.7760355627537484, 0.0456538495492241
|
||||
ExtraTree, oocytes_merluccius_nucleus_4d, 0.6551349700837547, 0.03145405483599261
|
||||
ExtraTree, oocytes_merluccius_states_2f, 0.8164511212111962, 0.03457396182424007
|
||||
ExtraTree, oocytes_trisopterus_nucleus_2f, 0.6740490811098043, 0.03494264061305315
|
||||
ExtraTree, oocytes_trisopterus_states_5b, 0.7414862438913187, 0.1097692351858535
|
||||
ExtraTree, parkinsons, 0.7920502260211159, 0.08299077782231591
|
||||
ExtraTree, pima, 0.6308026529361219, 0.03833037269479237
|
||||
ExtraTree, pittsburg-bridges-MATERIAL, 0.5431518620137351, 0.11359805075076672
|
||||
ExtraTree, pittsburg-bridges-REL-L, 0.542784439496199, 0.12150447938430403
|
||||
ExtraTree, pittsburg-bridges-SPAN, 0.5187037899672305, 0.14528193006843657
|
||||
ExtraTree, pittsburg-bridges-T-OR-D, 0.6224476073119025, 0.17126816947868354
|
||||
ExtraTree, planning, 0.5087328810885714, 0.09094948446708136
|
||||
ExtraTree, post-operative, 0.33379642949977606, 0.08927219008033142
|
||||
ExtraTree, seeds, 0.8793034021633708, 0.045278534272845755
|
||||
ExtraTree, statlog-australian-credit, 0.5041125564420327, 0.04067337035642206
|
||||
ExtraTree, statlog-german-credit, 0.6042137552028227, 0.03376794186695017
|
||||
ExtraTree, statlog-heart, 0.745563878848253, 0.050121638565688235
|
||||
ExtraTree, statlog-image, 0.9287556249057127, 0.011460667893450434
|
||||
ExtraTree, statlog-vehicle, 0.6623075401083436, 0.029778415336198627
|
||||
ExtraTree, synthetic-control, 0.8499390992241962, 0.03530229378295565
|
||||
ExtraTree, tic-tac-toe, 0.8512596573489445, 0.033883849834244494
|
||||
ExtraTree, vertebral-column-2clases, 0.7126615927891775, 0.06874434421548915
|
||||
ExtraTree, wine, 0.871206635236968, 0.06266592584827922
|
||||
ExtraTree, zoo, 0.8406797859601045, 0.13150110641628587
|
||||
STree, balance-scale, 0.9265131740362249, 0.037312333086031005
|
||||
STree, balloons, 0.8446666666666667, 0.31282654050518865
|
||||
STree, breast-cancer-wisc-diag, 0.9706102953809161, 0.018490232777584967
|
||||
STree, breast-cancer-wisc-prog, 0.6938799088588311, 0.0802838792405393
|
||||
STree, breast-cancer-wisc, 0.9644366357441517, 0.013302057333037687
|
||||
STree, breast-cancer, 0.5977692328883403, 0.06131423700623426
|
||||
STree, cardiotocography-10clases, 0.7249594452449721, 0.027952736869959725
|
||||
STree, cardiotocography-3clases, 0.8047450933164386, 0.029440639143025436
|
||||
STree, conn-bench-sonar-mines-rocks, 0.8278704136594282, 0.06223340699876001
|
||||
STree, cylinder-bands, 0.7144955323374411, 0.049207094568092774
|
||||
STree, dermatology, 0.9650140957279131, 0.02735006488553865
|
||||
STree, echocardiogram, 0.7809849488372878, 0.09492374919164333
|
||||
STree, fertility, 0.4776291734186471, 0.07610966312345967
|
||||
STree, haberman-survival, 0.5668280758817549, 0.048958301728547565
|
||||
STree, heart-hungarian, 0.8058019545857565, 0.055904380358896374
|
||||
STree, hepatitis, 0.679545747273831, 0.09309218917121138
|
||||
STree, ilpd-indian-liver, 0.5365716435598072, 0.04997719426087985
|
||||
STree, ionosphere, 0.9485237433255825, 0.026501778709667363
|
||||
STree, iris, 0.9649197561729933, 0.031991809966133454
|
||||
STree, led-display, 0.7018572552499925, 0.029683805445317908
|
||||
STree, libras, 0.7711420054931554, 0.057223856259531136
|
||||
STree, low-res-spect, 0.5878643195705683, 0.11532439653226878
|
||||
STree, lymphography, 0.7227982823995015, 0.15473422192194813
|
||||
STree, mammographic, 0.8247444860494174, 0.022979240237544687
|
||||
STree, molec-biol-promoter, 0.82350806168162, 0.09623635666849308
|
||||
STree, musk-1, 0.9153182016916332, 0.027945038775657752
|
||||
STree, oocytes_merluccius_nucleus_4d, 0.8106193292244438, 0.02747652563281051
|
||||
STree, oocytes_merluccius_states_2f, 0.8861286794653737, 0.039662040396404995
|
||||
STree, oocytes_trisopterus_nucleus_2f, 0.7915315555835422, 0.022454024641884448
|
||||
STree, oocytes_trisopterus_states_5b, 0.8202440139085921, 0.12003407413150388
|
||||
STree, parkinsons, 0.8215955865945646, 0.07457986018099877
|
||||
STree, pima, 0.7272230311008551, 0.03409303507915884
|
||||
STree, pittsburg-bridges-MATERIAL, 0.6476004301737219, 0.15758593896829767
|
||||
STree, pittsburg-bridges-REL-L, 0.5198369045474532, 0.12211614617549965
|
||||
STree, pittsburg-bridges-SPAN, 0.5981380692773761, 0.1452563718087535
|
||||
STree, pittsburg-bridges-T-OR-D, 0.6055548448944772, 0.14942448737838063
|
||||
STree, planning, 0.4835166429508621, 0.06036471739881151
|
||||
STree, post-operative, 0.36408227447449126, 0.06884481933819249
|
||||
STree, seeds, 0.9517615331226924, 0.02835421192103882
|
||||
STree, statlog-australian-credit, 0.403715381627813, 0.013987937973945137
|
||||
STree, statlog-german-credit, 0.6814377248474089, 0.035866070595778524
|
||||
STree, statlog-heart, 0.8169464663772505, 0.04386867289146406
|
||||
STree, statlog-image, 0.9562317002105086, 0.009019956789370743
|
||||
STree, statlog-vehicle, 0.7887902223394495, 0.04535448854380273
|
||||
STree, synthetic-control, 0.9493815784841081, 0.023850330828404633
|
||||
STree, tic-tac-toe, 0.9825563556199909, 0.009455902931936657
|
||||
STree, vertebral-column-2clases, 0.8291055027741718, 0.04591215433461673
|
||||
STree, wine, 0.9787069936438171, 0.02306005703869676
|
||||
STree, zoo, 0.8818845049130764, 0.12545694845427785
|
||||
Wodt, balance-scale, 0.8358732928978573, 0.06506728559025046
|
||||
Wodt, balloons, 0.6072380952380952, 0.29484803726558034
|
||||
Wodt, breast-cancer-wisc-diag, 0.9632573970855519, 0.015205833643883103
|
||||
Wodt, breast-cancer-wisc-prog, 0.5895295671838842, 0.08511366548952595
|
||||
Wodt, breast-cancer-wisc, 0.9355497216966795, 0.019669294186601724
|
||||
Wodt, breast-cancer, 0.5980028953162928, 0.06093077531158954
|
||||
Wodt, cardiotocography-10clases, 0.7220116555645313, 0.02477981147075781
|
||||
Wodt, cardiotocography-3clases, 0.8139688012414296, 0.02825265155863555
|
||||
Wodt, conn-bench-sonar-mines-rocks, 0.7989144993473782, 0.059126009836262164
|
||||
Wodt, cylinder-bands, 0.6872156332852595, 0.03744607544007138
|
||||
Wodt, dermatology, 0.958249051622088, 0.020949844760652817
|
||||
Wodt, echocardiogram, 0.7034301765960688, 0.08748162245260471
|
||||
Wodt, fertility, 0.5447801712163792, 0.10558047995358051
|
||||
Wodt, haberman-survival, 0.553392673544732, 0.06304813598221155
|
||||
Wodt, heart-hungarian, 0.7384307964607596, 0.060531096344938425
|
||||
Wodt, hepatitis, 0.6486214563559245, 0.0986201479769128
|
||||
Wodt, ilpd-indian-liver, 0.6049018820077577, 0.039196465014575306
|
||||
Wodt, ionosphere, 0.8629730018079403, 0.04458929465159322
|
||||
Wodt, iris, 0.9448390697191438, 0.03864158306040484
|
||||
Wodt, led-display, 0.6994104087342029, 0.03065199149753292
|
||||
Wodt, libras, 0.7637977949974413, 0.056945237594758044
|
||||
Wodt, low-res-spect, 0.5472830794365133, 0.11297897576200135
|
||||
Wodt, lymphography, 0.6386027468567566, 0.1761425765192241
|
||||
Wodt, mammographic, 0.7539765350702846, 0.024815175240905412
|
||||
Wodt, molec-biol-promoter, 0.7715991524794532, 0.08210738627025362
|
||||
Wodt, musk-1, 0.838623591264776, 0.035081503185396254
|
||||
Wodt, oocytes_merluccius_nucleus_4d, 0.7028110113620903, 0.029041112797573942
|
||||
Wodt, oocytes_merluccius_states_2f, 0.8692930094547939, 0.03732692071795527
|
||||
Wodt, oocytes_trisopterus_nucleus_2f, 0.7435475353013739, 0.03599317396158523
|
||||
Wodt, oocytes_trisopterus_states_5b, 0.8185881496111839, 0.10563781808049487
|
||||
Wodt, parkinsons, 0.8634974712591993, 0.07044133191885046
|
||||
Wodt, pima, 0.6570744520372426, 0.03919568875754368
|
||||
Wodt, pittsburg-bridges-MATERIAL, 0.5960959285222978, 0.1436510753121394
|
||||
Wodt, pittsburg-bridges-REL-L, 0.5498147430295633, 0.09570636528199628
|
||||
Wodt, pittsburg-bridges-SPAN, 0.531591255981322, 0.13445147026113294
|
||||
Wodt, pittsburg-bridges-T-OR-D, 0.630285752519136, 0.13373548338589775
|
||||
Wodt, planning, 0.48387230040115736, 0.08793989177029266
|
||||
Wodt, post-operative, 0.3211777251770158, 0.09958239294960618
|
||||
Wodt, seeds, 0.9263529951505527, 0.04311519321562753
|
||||
Wodt, statlog-australian-credit, 0.5002014320271712, 0.04070076456282711
|
||||
Wodt, statlog-german-credit, 0.6261146909800032, 0.029085397684538328
|
||||
Wodt, statlog-heart, 0.7725754190121286, 0.049072576048695804
|
||||
Wodt, statlog-image, 0.9532438056579063, 0.0108475217746303
|
||||
Wodt, statlog-vehicle, 0.7298329598410284, 0.028795600393131154
|
||||
Wodt, synthetic-control, 0.9782262209822135, 0.014731387453560993
|
||||
Wodt, tic-tac-toe, 0.9355997673839572, 0.03760852652039545
|
||||
Wodt, vertebral-column-2clases, 0.7784084758090317, 0.06442912397220432
|
||||
Wodt, wine, 0.9664753576515289, 0.03023444781593454
|
||||
Wodt, zoo, 0.8681084255924592, 0.11842602543609144
|
||||
SVC, balance-scale, 0.9484206180583622, 0.03332713768922945
|
||||
SVC, balloons, 0.8446666666666667, 0.31282654050518865
|
||||
SVC, breast-cancer-wisc-diag, 0.9734568637802279, 0.015505768496859912
|
||||
SVC, breast-cancer-wisc-prog, 0.6567751134341173, 0.08389784428241401
|
||||
SVC, breast-cancer-wisc, 0.9645918233088583, 0.013227436162443797
|
||||
SVC, breast-cancer, 0.5421704582270186, 0.06371823048736408
|
||||
SVC, cardiotocography-10clases, 0.766276074318262, 0.02965352428207558
|
||||
SVC, cardiotocography-3clases, 0.8058905489246746, 0.02967266219346452
|
||||
SVC, conn-bench-sonar-mines-rocks, 0.8278704136594282, 0.06223340699876001
|
||||
SVC, cylinder-bands, 0.7144955323374411, 0.049207094568092774
|
||||
SVC, dermatology, 0.9677857345204737, 0.02221695113209572
|
||||
SVC, echocardiogram, 0.7304463927671391, 0.08639011397294473
|
||||
SVC, fertility, 0.4776291734186471, 0.07610966312345967
|
||||
SVC, haberman-survival, 0.4580583653220017, 0.06191674652038062
|
||||
SVC, heart-hungarian, 0.7934346514829123, 0.05523454497392962
|
||||
SVC, hepatitis, 0.679545747273831, 0.09309218917121138
|
||||
SVC, ilpd-indian-liver, 0.4160723937645874, 0.013035416916734524
|
||||
SVC, ionosphere, 0.9485237433255825, 0.026501778709667363
|
||||
SVC, iris, 0.9655872610810016, 0.033094983550311326
|
||||
SVC, led-display, 0.7159404632086602, 0.026063824993770458
|
||||
SVC, libras, 0.7266667098140118, 0.058050568179593656
|
||||
SVC, low-res-spect, 0.6370363039996703, 0.14042579404839814
|
||||
SVC, lymphography, 0.7852655339903087, 0.1277678531469291
|
||||
SVC, mammographic, 0.8247444860494174, 0.022979240237544687
|
||||
SVC, molec-biol-promoter, 0.82350806168162, 0.09623635666849308
|
||||
SVC, musk-1, 0.9153182016916332, 0.027945038775657752
|
||||
SVC, oocytes_merluccius_nucleus_4d, 0.816944629328206, 0.0285112767433381
|
||||
SVC, oocytes_merluccius_states_2f, 0.8930467323320497, 0.028983490727133368
|
||||
SVC, oocytes_trisopterus_nucleus_2f, 0.7855823095203425, 0.024061935897770663
|
||||
SVC, oocytes_trisopterus_states_5b, 0.882713707616466, 0.08847125471105047
|
||||
SVC, parkinsons, 0.7801964619128645, 0.07288145802107089
|
||||
SVC, pima, 0.7309098830753072, 0.03101312017505461
|
||||
SVC, pittsburg-bridges-MATERIAL, 0.5924229739323144, 0.11576941514961962
|
||||
SVC, pittsburg-bridges-REL-L, 0.46279014210544006, 0.07082044496590217
|
||||
SVC, pittsburg-bridges-SPAN, 0.6279171141429484, 0.13929861333854207
|
||||
SVC, pittsburg-bridges-T-OR-D, 0.6267323794853245, 0.1663407230687916
|
||||
SVC, planning, 0.4835166429508621, 0.06036471739881151
|
||||
SVC, post-operative, 0.35100310286124153, 0.09248612964341259
|
||||
SVC, seeds, 0.9141941847062368, 0.08015572080694076
|
||||
SVC, statlog-australian-credit, 0.40382111052501324, 0.013929277042650937
|
||||
SVC, statlog-german-credit, 0.6984661264930913, 0.032936532353262646
|
||||
SVC, statlog-heart, 0.8252759870225687, 0.04125507054660991
|
||||
SVC, statlog-image, 0.9556071630524694, 0.00732951914477624
|
||||
SVC, statlog-vehicle, 0.7953029146290765, 0.029712340824871127
|
||||
SVC, synthetic-control, 0.9844582501011979, 0.010412972000054562
|
||||
SVC, tic-tac-toe, 0.9825563556199909, 0.009455902931936657
|
||||
SVC, vertebral-column-2clases, 0.824921450500864, 0.04308656692649559
|
||||
SVC, wine, 0.9634135744360262, 0.029689965098994825
|
||||
SVC, zoo, 0.8444971208685494, 0.13831803693711803
|
||||
Cart, balance-scale, 0.580675959105906, 0.02255142214504122
|
||||
Cart, balloons, 0.6293333333333334, 0.3038925248614494
|
||||
Cart, breast-cancer-wisc-diag, 0.9179790714985924, 0.0247347489494515
|
||||
Cart, breast-cancer-wisc-prog, 0.5794535647740554, 0.0807913421282125
|
||||
Cart, breast-cancer-wisc, 0.93650837917618, 0.02380550615640833
|
||||
Cart, breast-cancer, 0.5651387125088569, 0.06380636776211798
|
||||
Cart, cardiotocography-10clases, 0.7622380982708331, 0.023515618625823877
|
||||
Cart, cardiotocography-3clases, 0.86621465831795, 0.023090309254422185
|
||||
Cart, conn-bench-sonar-mines-rocks, 0.7201200286660193, 0.07072593653830025
|
||||
Cart, cylinder-bands, 0.6958204742890273, 0.04533034893916446
|
||||
Cart, dermatology, 0.9219751107111958, 0.03256193231246779
|
||||
Cart, echocardiogram, 0.7087488459364117, 0.09086941050505142
|
||||
Cart, fertility, 0.52296014185358, 0.10977539674800078
|
||||
Cart, haberman-survival, 0.5457121133590084, 0.06064205856246803
|
||||
Cart, heart-hungarian, 0.7275572121022578, 0.052063388005332986
|
||||
Cart, hepatitis, 0.6410213747470085, 0.0973567252995122
|
||||
Cart, ilpd-indian-liver, 0.5888657118478764, 0.04083185372178312
|
||||
Cart, ionosphere, 0.8628574913306685, 0.041272349201338154
|
||||
Cart, iris, 0.9359631321531647, 0.045624735461450024
|
||||
Cart, led-display, 0.6982259951025144, 0.03147891977528642
|
||||
Cart, libras, 0.6323071112024133, 0.0635317653134677
|
||||
Cart, low-res-spect, 0.5465855307890852, 0.12109179983824764
|
||||
Cart, lymphography, 0.5813027917577913, 0.18623141668421292
|
||||
Cart, mammographic, 0.7531167358103579, 0.021204132984639686
|
||||
Cart, molec-biol-promoter, 0.7060289346455184, 0.09234452666910511
|
||||
Cart, musk-1, 0.7724461342519681, 0.04479666466600532
|
||||
Cart, oocytes_merluccius_nucleus_4d, 0.6852561083882834, 0.03519688317133437
|
||||
Cart, oocytes_merluccius_states_2f, 0.8444531550230231, 0.040445916068746764
|
||||
Cart, oocytes_trisopterus_nucleus_2f, 0.7188261960764326, 0.030172927891369213
|
||||
Cart, oocytes_trisopterus_states_5b, 0.8093369490011, 0.09892669961945706
|
||||
Cart, parkinsons, 0.7969508331953521, 0.0922615649587087
|
||||
Cart, pima, 0.6693690181635117, 0.03291072358877397
|
||||
Cart, pittsburg-bridges-MATERIAL, 0.5601440073360827, 0.1324153897858396
|
||||
Cart, pittsburg-bridges-REL-L, 0.53367843911704, 0.10055784388042305
|
||||
Cart, pittsburg-bridges-SPAN, 0.4997749766419588, 0.11485651558691627
|
||||
Cart, pittsburg-bridges-T-OR-D, 0.5891917157765298, 0.15657562511679893
|
||||
Cart, planning, 0.48668550529177607, 0.08093243363299628
|
||||
Cart, post-operative, 0.341160739017854, 0.11014650269820302
|
||||
Cart, seeds, 0.9128055253029165, 0.04315420006575167
|
||||
Cart, statlog-australian-credit, 0.5152160745558955, 0.042749755199674506
|
||||
Cart, statlog-german-credit, 0.6336796583586354, 0.031295211698498394
|
||||
Cart, statlog-heart, 0.7276915119899825, 0.049885569066819416
|
||||
Cart, statlog-image, 0.9611932151382727, 0.009048497566086663
|
||||
Cart, statlog-vehicle, 0.7049451064392592, 0.02711156542929039
|
||||
Cart, synthetic-control, 0.9009505608712125, 0.025578717724264222
|
||||
Cart, tic-tac-toe, 0.9469542636624869, 0.02077097291106514
|
||||
Cart, vertebral-column-2clases, 0.7689762561481972, 0.045293897187831875
|
||||
Cart, wine, 0.9013055106121236, 0.05380275499047822
|
||||
Cart, zoo, 0.8797686000716075, 0.12253591189337093
|
||||
|
@@ -1,23 +0,0 @@
|
||||
---------------------------------------------------------------------
|
||||
Friedman test, objetive maximize output variable f1_macro. Obtained p-value: 1.3389e-15
|
||||
Chi squared with 4 degrees of freedom statistic: 75.8163
|
||||
Test rejected: p-value: 1.3389e-15 < 0.0500
|
||||
---------------------------------------------------------------------
|
||||
Control post hoc test for output f1_macro
|
||||
Adjust method: Holm
|
||||
|
||||
Control method: STree
|
||||
p-values:
|
||||
SVC 0.7015
|
||||
Wodt 0.0160
|
||||
Cart 0.0000
|
||||
ExtraTree 0.0000
|
||||
---------------------------------------------------------------------
|
||||
$testMultiple
|
||||
classifier pvalue rank win tie loss
|
||||
STree STree NA 2.030612 NA NA NA
|
||||
SVC SVC 7.014781e-01 2.153061 17 11 21
|
||||
Wodt Wodt 1.603472e-02 2.877551 39 0 10
|
||||
Cart Cart 4.231440e-06 3.571429 41 0 8
|
||||
ExtraTree ExtraTree 1.028478e-12 4.367347 43 0 6
|
||||
|
||||
@@ -1,246 +0,0 @@
|
||||
classifier, dataset, f1_micro, stdev
|
||||
ExtraTree, balance-scale, 0.7878399999999999, 0.03687783073880566
|
||||
ExtraTree, balloons, 0.575, 0.28927591596182967
|
||||
ExtraTree, breast-cancer-wisc-diag, 0.9131858407079645, 0.027969722048511694
|
||||
ExtraTree, breast-cancer-wisc-prog, 0.6632179487179486, 0.07656410793102839
|
||||
ExtraTree, breast-cancer-wisc, 0.9403360739979445, 0.021651408896714543
|
||||
ExtraTree, breast-cancer, 0.656908650937689, 0.05914309228326182
|
||||
ExtraTree, cardiotocography-10clases, 0.6989177575255454, 0.030051929270415466
|
||||
ExtraTree, cardiotocography-3clases, 0.8819887323943664, 0.01507833257138732
|
||||
ExtraTree, conn-bench-sonar-mines-rocks, 0.6956445993031357, 0.07653320217222026
|
||||
ExtraTree, cylinder-bands, 0.6958918713116314, 0.04592870865503855
|
||||
ExtraTree, dermatology, 0.8975268419104035, 0.03952766890465837
|
||||
ExtraTree, echocardiogram, 0.7305982905982905, 0.08853188223988526
|
||||
ExtraTree, fertility, 0.8059999999999999, 0.0690217357069496
|
||||
ExtraTree, haberman-survival, 0.6500105764145954, 0.06301971546791206
|
||||
ExtraTree, heart-hungarian, 0.7604909409701931, 0.04869532741159298
|
||||
ExtraTree, hepatitis, 0.7793548387096775, 0.07805118521205993
|
||||
ExtraTree, ilpd-indian-liver, 0.6634232242852933, 0.038699636929008456
|
||||
ExtraTree, ionosphere, 0.8540885311871226, 0.04332727262995766
|
||||
ExtraTree, iris, 0.9333333333333335, 0.04422166387140532
|
||||
ExtraTree, led-display, 0.7036999999999999, 0.028806422894903125
|
||||
ExtraTree, libras, 0.6022222222222223, 0.05851558829982036
|
||||
ExtraTree, low-res-spect, 0.8043255157820492, 0.038607085553935556
|
||||
ExtraTree, lymphography, 0.7288505747126437, 0.07209829097764535
|
||||
ExtraTree, mammographic, 0.7595207253886009, 0.027055981087449783
|
||||
ExtraTree, molec-biol-promoter, 0.6611255411255411, 0.09268635844993099
|
||||
ExtraTree, musk-1, 0.7796030701754388, 0.043688902783382215
|
||||
ExtraTree, oocytes_merluccius_nucleus_4d, 0.6907929220468675, 0.025573299489788762
|
||||
ExtraTree, oocytes_merluccius_states_2f, 0.8678149210903873, 0.018751010032533294
|
||||
ExtraTree, oocytes_trisopterus_nucleus_2f, 0.6820134510298443, 0.035675489219353006
|
||||
ExtraTree, oocytes_trisopterus_states_5b, 0.8403422806701495, 0.026186005269240954
|
||||
ExtraTree, parkinsons, 0.8482051282051282, 0.06020783639564788
|
||||
ExtraTree, pima, 0.6649944826415415, 0.03466246243736563
|
||||
ExtraTree, pittsburg-bridges-MATERIAL, 0.7835930735930735, 0.07970952540707685
|
||||
ExtraTree, pittsburg-bridges-REL-L, 0.6253333333333333, 0.10873604896570042
|
||||
ExtraTree, pittsburg-bridges-SPAN, 0.5715204678362573, 0.12252433352049193
|
||||
ExtraTree, pittsburg-bridges-T-OR-D, 0.8365714285714287, 0.08634786997098468
|
||||
ExtraTree, planning, 0.5972672672672672, 0.08066489784697915
|
||||
ExtraTree, post-operative, 0.5733333333333334, 0.10566660824861103
|
||||
ExtraTree, seeds, 0.8838095238095236, 0.04354995567685211
|
||||
ExtraTree, statlog-australian-credit, 0.5704347826086956, 0.041879795179494514
|
||||
ExtraTree, statlog-german-credit, 0.6664, 0.03069267013474064
|
||||
ExtraTree, statlog-heart, 0.7507407407407407, 0.04860326215293292
|
||||
ExtraTree, statlog-image, 0.928917748917749, 0.011578447915777761
|
||||
ExtraTree, statlog-vehicle, 0.6626481030281935, 0.029721786236711036
|
||||
ExtraTree, synthetic-control, 0.8525, 0.034490336810958123
|
||||
ExtraTree, tic-tac-toe, 0.8658529668411867, 0.030146489305175026
|
||||
ExtraTree, vertebral-column-2clases, 0.747741935483871, 0.06311049392365933
|
||||
ExtraTree, wine, 0.8719999999999999, 0.060551351036709916
|
||||
ExtraTree, zoo, 0.9346666666666665, 0.06150449350322653
|
||||
SVC, balance-scale, 0.9785600000000001, 0.013711542582802286
|
||||
SVC, balloons, 0.86, 0.28501461950807594
|
||||
SVC, breast-cancer-wisc-diag, 0.9753951249805931, 0.014597293231205878
|
||||
SVC, breast-cancer-wisc-prog, 0.7938589743589745, 0.05657320433780182
|
||||
SVC, breast-cancer-wisc, 0.9679527235354572, 0.011995201821390385
|
||||
SVC, breast-cancer, 0.7097640653357531, 0.04548673708726185
|
||||
SVC, cardiotocography-10clases, 0.8201355426677713, 0.022929719431675762
|
||||
SVC, cardiotocography-3clases, 0.8995319524993096, 0.016220560106895605
|
||||
SVC, conn-bench-sonar-mines-rocks, 0.8320905923344947, 0.06095204566527709
|
||||
SVC, cylinder-bands, 0.7476127926898912, 0.041100072725051215
|
||||
SVC, dermatology, 0.9715623843021103, 0.019321915565579672
|
||||
SVC, echocardiogram, 0.7893447293447292, 0.07164471250434974
|
||||
SVC, fertility, 0.8800000000000001, 0.054772255750516606
|
||||
SVC, haberman-survival, 0.7304389212057113, 0.04883765345604316
|
||||
SVC, heart-hungarian, 0.8169959088252484, 0.0493578039030494
|
||||
SVC, hepatitis, 0.8245161290322581, 0.07388716543081499
|
||||
SVC, ilpd-indian-liver, 0.7133952254641909, 0.03827755623741006
|
||||
SVC, ionosphere, 0.9532756539235413, 0.02385368651558141
|
||||
SVC, iris, 0.966, 0.032991581417756315
|
||||
SVC, led-display, 0.7204, 0.0252356890137757
|
||||
SVC, libras, 0.7427777777777779, 0.052281290471193745
|
||||
SVC, low-res-spect, 0.9016769529183564, 0.03269429070378195
|
||||
SVC, lymphography, 0.8471494252873564, 0.05938135729224899
|
||||
SVC, mammographic, 0.8267465457685665, 0.02292683529076792
|
||||
SVC, molec-biol-promoter, 0.827142857142857, 0.09431966640910128
|
||||
SVC, musk-1, 0.9163881578947368, 0.027520787090975465
|
||||
SVC, oocytes_merluccius_nucleus_4d, 0.8403060736489717, 0.02361085352104689
|
||||
SVC, oocytes_merluccius_states_2f, 0.9197675753228122, 0.016293604623296522
|
||||
SVC, oocytes_trisopterus_nucleus_2f, 0.7946219900318259, 0.023657263407759043
|
||||
SVC, oocytes_trisopterus_states_5b, 0.9222464420825075, 0.018202901471558224
|
||||
SVC, parkinsons, 0.8569230769230768, 0.04531720330280077
|
||||
SVC, pima, 0.7695127748068923, 0.026220480179581257
|
||||
SVC, pittsburg-bridges-MATERIAL, 0.8177056277056276, 0.07419071059995634
|
||||
SVC, pittsburg-bridges-REL-L, 0.6488571428571429, 0.09917715888014446
|
||||
SVC, pittsburg-bridges-SPAN, 0.7094736842105265, 0.10829259913995691
|
||||
SVC, pittsburg-bridges-T-OR-D, 0.8645238095238098, 0.07509819724217712
|
||||
SVC, planning, 0.7352702702702704, 0.06697755238925641
|
||||
SVC, post-operative, 0.6455555555555554, 0.07926358589783025
|
||||
SVC, seeds, 0.92, 0.0710721265021167
|
||||
SVC, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
|
||||
SVC, statlog-german-credit, 0.7663999999999999, 0.02716689161461062
|
||||
SVC, statlog-heart, 0.8303703703703706, 0.040801301789393805
|
||||
SVC, statlog-image, 0.9554545454545453, 0.007322162433664787
|
||||
SVC, statlog-vehicle, 0.797883745214062, 0.028612590720497315
|
||||
SVC, synthetic-control, 0.9846666666666667, 0.010049875621120901
|
||||
SVC, tic-tac-toe, 0.9844442626527051, 0.008387465200358178
|
||||
SVC, vertebral-column-2clases, 0.8461290322580644, 0.039271461122408785
|
||||
SVC, wine, 0.9645714285714284, 0.028746272776460524
|
||||
SVC, zoo, 0.9366666666666668, 0.05165294968232069
|
||||
Wodt, balance-scale, 0.92128, 0.031368162203100125
|
||||
Wodt, balloons, 0.6783333333333331, 0.2527680095792715
|
||||
Wodt, breast-cancer-wisc-diag, 0.9659043626766031, 0.014333296217523984
|
||||
Wodt, breast-cancer-wisc-prog, 0.707551282051282, 0.0676380525094531
|
||||
Wodt, breast-cancer-wisc, 0.9423514902363824, 0.017707541689583592
|
||||
Wodt, breast-cancer, 0.6632486388384754, 0.04925109121345335
|
||||
Wodt, cardiotocography-10clases, 0.7793040596520298, 0.019900281966912726
|
||||
Wodt, cardiotocography-3clases, 0.9014120961060482, 0.01602999412388906
|
||||
Wodt, conn-bench-sonar-mines-rocks, 0.804123112659698, 0.05815664564095989
|
||||
Wodt, cylinder-bands, 0.7025452122596612, 0.03710659493721448
|
||||
Wodt, dermatology, 0.9641873380229546, 0.016641323865204168
|
||||
Wodt, echocardiogram, 0.7423646723646725, 0.08024332218287807
|
||||
Wodt, fertility, 0.804, 0.06770524351924305
|
||||
Wodt, haberman-survival, 0.6640084611316763, 0.04847480845285772
|
||||
Wodt, heart-hungarian, 0.7619286966686151, 0.052100433118643215
|
||||
Wodt, hepatitis, 0.7683870967741936, 0.0837940093572466
|
||||
Wodt, ilpd-indian-liver, 0.6778588269967581, 0.03563106633276903
|
||||
Wodt, ionosphere, 0.8794607645875252, 0.03858080219956031
|
||||
Wodt, iris, 0.9466666666666668, 0.036514837167011066
|
||||
Wodt, led-display, 0.7047, 0.02916179006851258
|
||||
Wodt, libras, 0.7755555555555556, 0.05481168659742483
|
||||
Wodt, low-res-spect, 0.855533415623347, 0.03222774975371433
|
||||
Wodt, lymphography, 0.7800459770114943, 0.07599005574288029
|
||||
Wodt, mammographic, 0.7579566062176167, 0.02490614667979757
|
||||
Wodt, molec-biol-promoter, 0.778917748917749, 0.07679562169715945
|
||||
Wodt, musk-1, 0.8411776315789474, 0.03449014306500046
|
||||
Wodt, oocytes_merluccius_nucleus_4d, 0.7348373983739838, 0.026142104476547207
|
||||
Wodt, oocytes_merluccius_states_2f, 0.902934481109517, 0.022147306742109324
|
||||
Wodt, oocytes_trisopterus_nucleus_2f, 0.7491436978322225, 0.036020407821955064
|
||||
Wodt, oocytes_trisopterus_states_5b, 0.888806221101303, 0.021400267111632645
|
||||
Wodt, parkinsons, 0.9005128205128206, 0.05144589211891056
|
||||
Wodt, pima, 0.6881622952211188, 0.035111562938444044
|
||||
Wodt, pittsburg-bridges-MATERIAL, 0.7994805194805195, 0.07743566315819515
|
||||
Wodt, pittsburg-bridges-REL-L, 0.6184285714285714, 0.08544243928422808
|
||||
Wodt, pittsburg-bridges-SPAN, 0.5871929824561403, 0.11611933933595711
|
||||
Wodt, pittsburg-bridges-T-OR-D, 0.8375238095238096, 0.07413072965623016
|
||||
Wodt, planning, 0.5682732732732733, 0.08743812057354582
|
||||
Wodt, post-operative, 0.5566666666666666, 0.10627822791331752
|
||||
Wodt, seeds, 0.9290476190476191, 0.04218789629863413
|
||||
Wodt, statlog-australian-credit, 0.5617391304347826, 0.03785467296768582
|
||||
Wodt, statlog-german-credit, 0.6824999999999999, 0.02143011899173683
|
||||
Wodt, statlog-heart, 0.7777777777777779, 0.04757493547653752
|
||||
Wodt, statlog-image, 0.9534199134199135, 0.011148678082818681
|
||||
Wodt, statlog-vehicle, 0.7296756004176818, 0.03014045315193518
|
||||
Wodt, synthetic-control, 0.9785, 0.014538263689695227
|
||||
Wodt, tic-tac-toe, 0.9422676701570681, 0.03344804236125216
|
||||
Wodt, vertebral-column-2clases, 0.8070967741935482, 0.05624015696050971
|
||||
Wodt, wine, 0.967920634920635, 0.028208046326376822
|
||||
Wodt, zoo, 0.9514285714285715, 0.043724036675722826
|
||||
Cart, balance-scale, 0.78208, 0.03608203985364464
|
||||
Cart, balloons, 0.6833333333333335, 0.26977356760397747
|
||||
Cart, breast-cancer-wisc-diag, 0.9239217512808571, 0.02323176886368342
|
||||
Cart, breast-cancer-wisc-prog, 0.6914615384615383, 0.0722906917639702
|
||||
Cart, breast-cancer-wisc, 0.9433556012332991, 0.020857147642906682
|
||||
Cart, breast-cancer, 0.6362613430127042, 0.05493193657305148
|
||||
Cart, cardiotocography-10clases, 0.8109128969897819, 0.019011886406374308
|
||||
Cart, cardiotocography-3clases, 0.9204613090306545, 0.01384581771812524
|
||||
Cart, conn-bench-sonar-mines-rocks, 0.7253890824622532, 0.06929084790257112
|
||||
Cart, cylinder-bands, 0.712632781267847, 0.04623835814022763
|
||||
Cart, dermatology, 0.9396038504257683, 0.02387579095888003
|
||||
Cart, echocardiogram, 0.7443589743589744, 0.08299708625595158
|
||||
Cart, fertility, 0.799, 0.08395832299420945
|
||||
Cart, haberman-survival, 0.6404970914859863, 0.05511749985683948
|
||||
Cart, heart-hungarian, 0.750613676212741, 0.04493113662535728
|
||||
Cart, hepatitis, 0.7658064516129032, 0.07293747411360528
|
||||
Cart, ilpd-indian-liver, 0.6639640436192161, 0.03825985300800366
|
||||
Cart, ionosphere, 0.8757907444668007, 0.03797437861573896
|
||||
Cart, iris, 0.9386666666666668, 0.04389887368841152
|
||||
Cart, led-display, 0.7037, 0.029644729717101474
|
||||
Cart, libras, 0.6549999999999998, 0.05921033860341339
|
||||
Cart, low-res-spect, 0.8352036677834599, 0.030503013555880365
|
||||
Cart, lymphography, 0.7683218390804598, 0.07551790968755526
|
||||
Cart, mammographic, 0.7569187176165802, 0.02085241130314711
|
||||
Cart, molec-biol-promoter, 0.7158008658008658, 0.08811757165025375
|
||||
Cart, musk-1, 0.7768969298245614, 0.04377193669136466
|
||||
Cart, oocytes_merluccius_nucleus_4d, 0.7195667144906744, 0.03068883042942922
|
||||
Cart, oocytes_merluccius_states_2f, 0.8911927307508368, 0.024773132987736857
|
||||
Cart, oocytes_trisopterus_nucleus_2f, 0.7257617246141836, 0.029837690053299604
|
||||
Cart, oocytes_trisopterus_states_5b, 0.8702630156728517, 0.025916263242401694
|
||||
Cart, parkinsons, 0.8558974358974359, 0.05822037527622443
|
||||
Cart, pima, 0.7011722264663441, 0.03084939425753965
|
||||
Cart, pittsburg-bridges-MATERIAL, 0.8006493506493506, 0.07641918889128255
|
||||
Cart, pittsburg-bridges-REL-L, 0.6171904761904762, 0.10161093599079367
|
||||
Cart, pittsburg-bridges-SPAN, 0.5575438596491228, 0.09592147935027655
|
||||
Cart, pittsburg-bridges-T-OR-D, 0.8225238095238094, 0.08877499647986477
|
||||
Cart, planning, 0.573963963963964, 0.07834935548163284
|
||||
Cart, post-operative, 0.5822222222222222, 0.10554970744033704
|
||||
Cart, seeds, 0.9161904761904762, 0.04238897730336739
|
||||
Cart, statlog-australian-credit, 0.5720289855072465, 0.04059031952408632
|
||||
Cart, statlog-german-credit, 0.6897000000000001, 0.025266776604861936
|
||||
Cart, statlog-heart, 0.7344444444444446, 0.04693777803495507
|
||||
Cart, statlog-image, 0.9613419913419914, 0.00934513626156175
|
||||
Cart, statlog-vehicle, 0.706384267316394, 0.0305331086868248
|
||||
Cart, synthetic-control, 0.9023333333333332, 0.025113077602449827
|
||||
Cart, tic-tac-toe, 0.9522851221640489, 0.018529859619663462
|
||||
Cart, vertebral-column-2clases, 0.7996774193548387, 0.04231712199258937
|
||||
Cart, wine, 0.9015873015873015, 0.05260031029360109
|
||||
Cart, zoo, 0.9555714285714286, 0.0444278568819179
|
||||
STree, balance-scale, 0.97056, 0.015046806970251203
|
||||
STree, balloons, 0.86, 0.28501461950807594
|
||||
STree, breast-cancer-wisc-diag, 0.9727635460332246, 0.017313211324042233
|
||||
STree, breast-cancer-wisc-prog, 0.811128205128205, 0.05846009894763934
|
||||
STree, breast-cancer-wisc, 0.967808838643371, 0.012084225264206048
|
||||
STree, breast-cancer, 0.7342105263157894, 0.047977358056609264
|
||||
STree, cardiotocography-10clases, 0.7914874344103839, 0.019208232849977826
|
||||
STree, cardiotocography-3clases, 0.9006125379729356, 0.015400444429719292
|
||||
STree, conn-bench-sonar-mines-rocks, 0.8320905923344947, 0.06095204566527709
|
||||
STree, cylinder-bands, 0.7476127926898912, 0.041100072725051215
|
||||
STree, dermatology, 0.9718326545723807, 0.020688266783058316
|
||||
STree, echocardiogram, 0.8314245014245013, 0.0736320418281732
|
||||
STree, fertility, 0.8800000000000001, 0.054772255750516606
|
||||
STree, haberman-survival, 0.735637228979376, 0.04346136548997219
|
||||
STree, heart-hungarian, 0.8275219170075979, 0.05052827428335672
|
||||
STree, hepatitis, 0.8245161290322581, 0.07388716543081499
|
||||
STree, ilpd-indian-liver, 0.7234983790156204, 0.03848855509041466
|
||||
STree, ionosphere, 0.9532756539235413, 0.02385368651558141
|
||||
STree, iris, 0.9653333333333333, 0.03194439613522917
|
||||
STree, led-display, 0.7030000000000001, 0.02912043955712206
|
||||
STree, libras, 0.7886111111111112, 0.05169130237032862
|
||||
STree, low-res-spect, 0.8837824016928232, 0.03245929146861622
|
||||
STree, lymphography, 0.8350344827586206, 0.05906491141171708
|
||||
STree, mammographic, 0.8267465457685665, 0.02292683529076792
|
||||
STree, molec-biol-promoter, 0.827142857142857, 0.09431966640910128
|
||||
STree, musk-1, 0.9163881578947368, 0.027520787090975465
|
||||
STree, oocytes_merluccius_nucleus_4d, 0.8351252989000477, 0.022096077254427166
|
||||
STree, oocytes_merluccius_states_2f, 0.9153653754184602, 0.02039598729685399
|
||||
STree, oocytes_trisopterus_nucleus_2f, 0.8009860085269921, 0.0218449453461112
|
||||
STree, oocytes_trisopterus_states_5b, 0.9222488440521228, 0.017920300227679896
|
||||
STree, parkinsons, 0.882051282051282, 0.04783271309276316
|
||||
STree, pima, 0.7666513878278585, 0.02972027059401136
|
||||
STree, pittsburg-bridges-MATERIAL, 0.8677489177489177, 0.07122264688853039
|
||||
STree, pittsburg-bridges-REL-L, 0.6322380952380952, 0.1012105974392682
|
||||
STree, pittsburg-bridges-SPAN, 0.659766081871345, 0.11650021102545294
|
||||
STree, pittsburg-bridges-T-OR-D, 0.8616190476190478, 0.06937466062918769
|
||||
STree, planning, 0.7352702702702704, 0.06697755238925641
|
||||
STree, post-operative, 0.711111111111111, 0.07535922203472521
|
||||
STree, seeds, 0.9528571428571427, 0.0279658035429067
|
||||
STree, statlog-australian-credit, 0.6779710144927535, 0.039215152522406406
|
||||
STree, statlog-german-credit, 0.7625, 0.02718915224864506
|
||||
STree, statlog-heart, 0.8229629629629629, 0.044003990341567836
|
||||
STree, statlog-image, 0.9559307359307361, 0.009560731264745029
|
||||
STree, statlog-vehicle, 0.7930281935259312, 0.030103968123227114
|
||||
STree, synthetic-control, 0.9500000000000002, 0.025385910352879692
|
||||
STree, tic-tac-toe, 0.9844442626527051, 0.008387465200358178
|
||||
STree, vertebral-column-2clases, 0.8529032258064515, 0.040885108432915755
|
||||
STree, wine, 0.9791587301587302, 0.022426953738041516
|
||||
STree, zoo, 0.9575238095238094, 0.04546150348723331
|
||||
|
@@ -1,23 +0,0 @@
|
||||
---------------------------------------------------------------------
|
||||
Friedman test, objetive maximize output variable f1_micro. Obtained p-value: 2.9567e-27
|
||||
Chi squared with 4 degrees of freedom statistic: 130.5592
|
||||
Test rejected: p-value: 2.9567e-27 < 0.0500
|
||||
---------------------------------------------------------------------
|
||||
Control post hoc test for output f1_micro
|
||||
Adjust method: Holm
|
||||
|
||||
Control method: STree
|
||||
p-values:
|
||||
SVC 1.0000
|
||||
Wodt 0.0000
|
||||
Cart 0.0000
|
||||
ExtraTree 0.0000
|
||||
---------------------------------------------------------------------
|
||||
$testMultiple
|
||||
classifier pvalue rank win tie loss
|
||||
STree STree NA 1.683673 NA NA NA
|
||||
SVC SVC 1.000000e+00 1.683673 19 11 19
|
||||
Wodt Wodt 2.043468e-06 3.244898 45 0 4
|
||||
Cart Cart 7.353503e-11 3.816327 45 0 4
|
||||
ExtraTree ExtraTree 6.260948e-19 4.571429 48 0 1
|
||||
|
||||
3
results_best_ODTE.txt
Normal file
3
results_best_ODTE.txt
Normal file
@@ -0,0 +1,3 @@
|
||||
results_accuracy_ODTE_Galgo_2022-02-19_11:35:08_0.json
|
||||
results_accuracy_ODTE_Galgo_2022-02-17_09:59:54_0.json
|
||||
results_accuracy_ODTE_bart_2022-02-21_11:01:03_0.json
|
||||
Reference in New Issue
Block a user