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Ricardo Montañana Gómez
2022-01-27 11:39:27 +01:00
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classifier, dataset, accuracy, stdev
ExtraTree, balance-scale, 0.7878399999999999, 0.03687783073880566
ExtraTree, balloons, 0.575, 0.28927591596182967
ExtraTree, breast-cancer-wisc-diag, 0.9131858407079645, 0.027969722048511687
ExtraTree, breast-cancer-wisc-prog, 0.6632179487179486, 0.07656410793102837
ExtraTree, breast-cancer-wisc, 0.9403360739979445, 0.02165140889671454
ExtraTree, breast-cancer, 0.656908650937689, 0.05914309228326181
ExtraTree, cardiotocography-10clases, 0.6989177575255454, 0.030051929270415455
ExtraTree, cardiotocography-3clases, 0.8819887323943664, 0.01507833257138732
ExtraTree, conn-bench-sonar-mines-rocks, 0.6956445993031357, 0.07653320217222026
ExtraTree, cylinder-bands, 0.6958918713116314, 0.04592870865503856
ExtraTree, dermatology, 0.8975268419104035, 0.039527668904658364
ExtraTree, echocardiogram, 0.7305982905982905, 0.08853188223988526
ExtraTree, fertility, 0.8059999999999999, 0.06902173570694958
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, 0.03869963692900845
ExtraTree, ionosphere, 0.8540885311871226, 0.04332727262995767
ExtraTree, iris, 0.9333333333333335, 0.044221663871405324
ExtraTree, led-display, 0.7036999999999999, 0.02880642289490313
ExtraTree, libras, 0.6022222222222223, 0.05851558829982036
ExtraTree, low-res-spect, 0.8043255157820492, 0.03860708555393554
ExtraTree, lymphography, 0.7288505747126437, 0.07209829097764534
ExtraTree, mammographic, 0.7595207253886009, 0.027055981087449776
ExtraTree, molec-biol-promoter, 0.6611255411255411, 0.09268635844993099
ExtraTree, musk-1, 0.7796030701754388, 0.043688902783382194
ExtraTree, oocytes_merluccius_nucleus_4d, 0.6907929220468675, 0.025573299489788766
ExtraTree, oocytes_merluccius_states_2f, 0.8678149210903873, 0.01875101003253329
ExtraTree, oocytes_trisopterus_nucleus_2f, 0.6820134510298443, 0.035675489219353006
ExtraTree, oocytes_trisopterus_states_5b, 0.8403422806701495, 0.02618600526924095
ExtraTree, parkinsons, 0.8482051282051282, 0.06020783639564789
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, 0.6663999999999999, 0.030692670134740637
ExtraTree, statlog-heart, 0.7507407407407407, 0.04860326215293292
ExtraTree, statlog-image, 0.928917748917749, 0.011578447915777758
ExtraTree, statlog-vehicle, 0.6626481030281935, 0.029721786236711036
ExtraTree, synthetic-control, 0.8525, 0.03449033681095813
ExtraTree, tic-tac-toe, 0.8658529668411867, 0.030146489305175026
ExtraTree, vertebral-column-2clases, 0.747741935483871, 0.06311049392365933
ExtraTree, wine, 0.8719999999999999, 0.06055135103670992
ExtraTree, zoo, 0.9346666666666665, 0.06150449350322653
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, 0.05846009894763935
STree, breast-cancer-wisc, 0.967808838643371, 0.012084225264206064
STree, breast-cancer, 0.7342105263157894, 0.047977358056609264
STree, cardiotocography-10clases, 0.8094129798398231, 0.023346080031830214
STree, cardiotocography-3clases, 0.904047500690417, 0.015332156149647586
STree, conn-bench-sonar-mines-rocks, 0.8320905923344947, 0.06095204566527709
STree, cylinder-bands, 0.7476127926898914, 0.04110007272505122
STree, dermatology, 0.9729211403184006, 0.019813499795909784
STree, echocardiogram, 0.855156695156695, 0.06266151037590971
STree, fertility, 0.88, 0.0547722557505166
STree, haberman-survival, 0.735637228979376, 0.04346136548997221
STree, heart-hungarian, 0.8275219170075979, 0.05052827428335672
STree, hepatitis, 0.8245161290322581, 0.073887165430815
STree, ilpd-indian-liver, 0.7234983790156204, 0.038488555090414656
STree, ionosphere, 0.9532756539235413, 0.02385368651558141
STree, iris, 0.966, 0.032991581417756315
STree, led-display, 0.7030000000000001, 0.029120439557122058
STree, libras, 0.7886111111111112, 0.05169130237032862
STree, low-res-spect, 0.8975365896667254, 0.03121679591619338
STree, lymphography, 0.8350344827586206, 0.05906491141171708
STree, mammographic, 0.8267465457685665, 0.022926835290767923
STree, molec-biol-promoter, 0.827142857142857, 0.09431966640910128
STree, musk-1, 0.9163881578947368, 0.027520787090975468
STree, oocytes_merluccius_nucleus_4d, 0.8351252989000477, 0.02209607725442717
STree, oocytes_merluccius_states_2f, 0.9179062649450025, 0.016316580296653664
STree, oocytes_trisopterus_nucleus_2f, 0.8009860085269921, 0.0218449453461112
STree, oocytes_trisopterus_states_5b, 0.9224704257491143, 0.01772207930954525
STree, parkinsons, 0.882051282051282, 0.04783271309276316
STree, pima, 0.7692530345471521, 0.02618732989053553
STree, pittsburg-bridges-MATERIAL, 0.8677489177489177, 0.07122264688853039
STree, pittsburg-bridges-REL-L, 0.6672857142857144, 0.09562399199889633
STree, pittsburg-bridges-SPAN, 0.6794736842105265, 0.10621707149419587
STree, pittsburg-bridges-T-OR-D, 0.8628095238095238, 0.0747571882042698
STree, planning, 0.7352702702702704, 0.06697755238925641
STree, post-operative, 0.711111111111111, 0.07535922203472521
STree, seeds, 0.9528571428571427, 0.0279658035429067
STree, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
STree, statlog-german-credit, 0.7644, 0.028803472012936236
STree, statlog-heart, 0.8229629629629629, 0.044003990341567836
STree, statlog-image, 0.9559307359307361, 0.00956073126474503
STree, statlog-vehicle, 0.7930281935259312, 0.03010396812322711
STree, synthetic-control, 0.9833333333333334, 0.01092906420717001
STree, tic-tac-toe, 0.9844442626527051, 0.008387465200358178
STree, vertebral-column-2clases, 0.8529032258064515, 0.04088510843291576
STree, wine, 0.9791587301587302, 0.022426953738041516
STree, zoo, 0.9575238095238094, 0.04546150348723332
ODTE, balance-scale, 0.9239999999999999, 0.021659178193089396
ODTE, balloons, 0.7066666666666667, 0.26100234141137935
ODTE, breast-cancer-wisc-diag, 0.9739931687626143, 0.016554866765950735
ODTE, breast-cancer-wisc-prog, 0.8070512820512818, 0.059157047027533
ODTE, breast-cancer-wisc, 0.9692415210688591, 0.012072349303984906
ODTE, breast-cancer, 0.7359649122807018, 0.043381723438568644
ODTE, cardiotocography-10clases, 0.8377754211543773, 0.020035258312140675
ODTE, cardiotocography-3clases, 0.9158537420602043, 0.013571959275117652
ODTE, conn-bench-sonar-mines-rocks, 0.8123693379790938, 0.06633371697780069
ODTE, cylinder-bands, 0.7460803350466401, 0.04260435987279008
ODTE, dermatology, 0.9805997778600516, 0.012861009889409938
ODTE, echocardiogram, 0.8506267806267804, 0.0668016810446026
ODTE, fertility, 0.88, 0.0547722557505166
ODTE, haberman-survival, 0.7353569539925967, 0.048347683288816515
ODTE, heart-hungarian, 0.8214085330216249, 0.049935356113179924
ODTE, hepatitis, 0.8283870967741934, 0.0804358574219804
ODTE, ilpd-indian-liver, 0.7157987032124963, 0.04136086940136927
ODTE, ionosphere, 0.9236418511066397, 0.030902950153905408
ODTE, iris, 0.964, 0.03255081497528987
ODTE, led-display, 0.7137000000000002, 0.025880687780659915
ODTE, libras, 0.8625, 0.047079031268550814
ODTE, low-res-spect, 0.9093969317580672, 0.035428439542986974
ODTE, lymphography, 0.832344827586207, 0.06549748038347303
ODTE, mammographic, 0.8288347366148531, 0.022955531218077037
ODTE, molec-biol-promoter, 0.8264069264069264, 0.0853450879490483
ODTE, musk-1, 0.8548026315789474, 0.033674907626638946
ODTE, oocytes_merluccius_nucleus_4d, 0.8087986609277857, 0.02324664503616214
ODTE, oocytes_merluccius_states_2f, 0.9230946915351506, 0.015908353110954166
ODTE, oocytes_trisopterus_nucleus_2f, 0.8073500270221581, 0.022955567972911185
ODTE, oocytes_trisopterus_states_5b, 0.9267387257551191, 0.01807476944375977
ODTE, parkinsons, 0.9066666666666667, 0.04522134909753559
ODTE, pima, 0.7728910958322721, 0.02900120258111359
ODTE, pittsburg-bridges-MATERIAL, 0.8468831168831169, 0.08338454602215076
ODTE, pittsburg-bridges-REL-L, 0.6885238095238095, 0.09206461548301977
ODTE, pittsburg-bridges-SPAN, 0.6746783625730994, 0.10284887278436884
ODTE, pittsburg-bridges-T-OR-D, 0.8664761904761904, 0.07649172587269897
ODTE, planning, 0.714924924924925, 0.07235508746526072
ODTE, post-operative, 0.711111111111111, 0.07535922203472521
ODTE, seeds, 0.9390476190476191, 0.03814282741809672
ODTE, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
ODTE, statlog-german-credit, 0.7576, 0.029227384419410526
ODTE, statlog-heart, 0.8362962962962963, 0.043879120650725585
ODTE, statlog-image, 0.9628138528138528, 0.00586719844055923
ODTE, statlog-vehicle, 0.7922151061608075, 0.04107954624320137
ODTE, synthetic-control, 0.987, 0.009741092797468319
ODTE, tic-tac-toe, 0.983296247818499, 0.008356787795559038
ODTE, vertebral-column-2clases, 0.8564516129032256, 0.037928954891305953
ODTE, wine, 0.9752857142857142, 0.024285200741535777
ODTE, zoo, 0.9574761904761906, 0.04557023434769017
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, 0.06763805250945308
Wodt, breast-cancer-wisc, 0.9423514902363824, 0.01770754168958359
Wodt, breast-cancer, 0.6632486388384754, 0.04925109121345335
Wodt, cardiotocography-10clases, 0.7796334714167358, 0.01966283976162998
Wodt, cardiotocography-3clases, 0.9014120961060482, 0.016029994123889068
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, 0.06770524351924304
Wodt, haberman-survival, 0.6640084611316763, 0.048474808452857704
Wodt, heart-hungarian, 0.761928696668615, 0.052100433118643194
Wodt, hepatitis, 0.7683870967741936, 0.0837940093572466
Wodt, ilpd-indian-liver, 0.6778588269967581, 0.035631066332769044
Wodt, ionosphere, 0.8794607645875252, 0.03858080219956032
Wodt, iris, 0.9466666666666668, 0.036514837167011066
Wodt, led-display, 0.7047, 0.02916179006851258
Wodt, libras, 0.7755555555555556, 0.05481168659742484
Wodt, low-res-spect, 0.855533415623347, 0.03222774975371431
Wodt, lymphography, 0.7800459770114943, 0.07599005574288029
Wodt, mammographic, 0.7579566062176167, 0.024906146679797566
Wodt, molec-biol-promoter, 0.778917748917749, 0.07679562169715945
Wodt, musk-1, 0.8411776315789474, 0.03449014306500045
Wodt, oocytes_merluccius_nucleus_4d, 0.7350334768053562, 0.026108005434086076
Wodt, oocytes_merluccius_states_2f, 0.902934481109517, 0.022147306742109327
Wodt, oocytes_trisopterus_nucleus_2f, 0.7491436978322225, 0.03602040782195508
Wodt, oocytes_trisopterus_states_5b, 0.8888062211013031, 0.021400267111632645
Wodt, parkinsons, 0.9005128205128206, 0.05144589211891057
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, 0.07413072965623015
Wodt, planning, 0.5682732732732733, 0.08743812057354583
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, 0.021430118991736812
Wodt, statlog-heart, 0.7777777777777779, 0.04757493547653752
Wodt, statlog-image, 0.9534199134199135, 0.011148678082818688
Wodt, statlog-vehicle, 0.7296756004176818, 0.03014045315193517
Wodt, synthetic-control, 0.9785, 0.01453826368969525
Wodt, tic-tac-toe, 0.9422676701570681, 0.03344804236125215
Wodt, vertebral-column-2clases, 0.8070967741935482, 0.05624015696050971
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
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
TBRaF, balance-scale, 0.8953454189122978, 0.022741676582529735
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, 0.9659555815312683, 0.005950091126381175
TBRaF, breast-cancer, 0.7286899479066178, 0.03984981626400103
TBRaF, cardiotocography-10clases, 0.8202193814636972, 0.01739911747255466
TBRaF, cardiotocography-3clases, 0.9169284828441506, 0.013566160126554549
TBRaF, conn-bench-sonar-mines-rocks, 0.7951923076923076, 0.07468270889009636
TBRaF, cylinder-bands, 0.741796875, 0.035978148493171665
TBRaF, dermatology, 0.9743294340068533, 0.015132717360147771
TBRaF, echocardiogram, 0.8470982142857144, 0.04121407375891862
TBRaF, fertility, 0.8800000000000002, 0.051910854761844004
TBRaF, haberman-survival, 0.7405026990553306, 0.04442778063213871
TBRaF, heart-hungarian, 0.8126301369863015, 0.057533110542947526
TBRaF, hepatitis, 0.8308087291399229, 0.030786481618938533
TBRaF, ilpd-indian-liver, 0.7098485554520038, 0.031224720356411013
TBRaF, ionosphere, 0.9350574712643678, 0.03531528446913812
TBRaF, iris, 0.9625086625086627, 0.02370416415994463
TBRaF, led-display, 0.7094000000000001, 0.027106806292302686
TBRaF, libras, 0.8383333333333335, 0.03352285304703726
TBRaF, low-res-spect, 0.8998569023569024, 0.022206124787346834
TBRaF, lymphography, 0.831081081081081, 0.04545804034502076
TBRaF, mammographic, 0.8293430152143845, 0.022325145379837995
TBRaF, molec-biol-promoter, 0.794368131868132, 0.042506789311613606
TBRaF, musk-1, 0.8705882352941179, 0.018770697324449064
TBRaF, oocytes_merluccius_nucleus_4d, 0.8361738002594036, 0.023646960865420237
TBRaF, oocytes_merluccius_states_2f, 0.9211375600823988, 0.013621133831921262
TBRaF, oocytes_trisopterus_nucleus_2f, 0.8346491228070174, 0.019722730155514016
TBRaF, oocytes_trisopterus_states_5b, 0.9267543859649121, 0.016105637325993502
TBRaF, parkinsons, 0.9065563725490199, 0.036550967533778844
TBRaF, pima, 0.7598958333333333, 0.02539774065272653
TBRaF, pittsburg-bridges-MATERIAL, 0.8623626373626376, 0.0348290886939921
TBRaF, pittsburg-bridges-REL-L, 0.6769999999999998, 0.07276627091310475
TBRaF, pittsburg-bridges-SPAN, 0.6695652173913043, 0.09076335312240773
TBRaF, pittsburg-bridges-T-OR-D, 0.8637777777777778, 0.06843987900691363
TBRaF, planning, 0.7153900709219856, 0.05557611621471211
TBRaF, post-operative, 0.707007575757576, 0.10139602230667759
TBRaF, seeds, 0.9382834757834757, 0.02898456949329258
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, 0.9674410251344728, 0.006959752116959574
TBRaF, statlog-vehicle, 0.775183009589925, 0.018288978222964162
TBRaF, synthetic-control, 0.9883333333333335, 0.007761051354594609
TBRaF, tic-tac-toe, 0.9768216462091356, 0.010279827512750403
TBRaF, vertebral-column-2clases, 0.8508877198750617, 0.031040561304764965
TBRaF, wine, 0.9764822134387352, 0.022205967648691833
TBRaF, zoo, 0.9305384615384614, 0.04073835818326603
1 classifier dataset accuracy stdev
2 ExtraTree balance-scale 0.7878399999999999 0.03687783073880566
3 ExtraTree balloons 0.575 0.28927591596182967
4 ExtraTree breast-cancer-wisc-diag 0.9131858407079645 0.027969722048511687
5 ExtraTree breast-cancer-wisc-prog 0.6632179487179486 0.07656410793102837
6 ExtraTree breast-cancer-wisc 0.9403360739979445 0.02165140889671454
7 ExtraTree breast-cancer 0.656908650937689 0.05914309228326181
8 ExtraTree cardiotocography-10clases 0.6989177575255454 0.030051929270415455
9 ExtraTree cardiotocography-3clases 0.8819887323943664 0.01507833257138732
10 ExtraTree conn-bench-sonar-mines-rocks 0.6956445993031357 0.07653320217222026
11 ExtraTree cylinder-bands 0.6958918713116314 0.04592870865503856
12 ExtraTree dermatology 0.8975268419104035 0.039527668904658364
13 ExtraTree echocardiogram 0.7305982905982905 0.08853188223988526
14 ExtraTree fertility 0.8059999999999999 0.06902173570694958
15 ExtraTree haberman-survival 0.6500105764145954 0.06301971546791206
16 ExtraTree heart-hungarian 0.7604909409701931 0.04869532741159298
17 ExtraTree hepatitis 0.7793548387096775 0.07805118521205993
18 ExtraTree ilpd-indian-liver 0.6634232242852933 0.03869963692900845
19 ExtraTree ionosphere 0.8540885311871226 0.04332727262995767
20 ExtraTree iris 0.9333333333333335 0.044221663871405324
21 ExtraTree led-display 0.7036999999999999 0.02880642289490313
22 ExtraTree libras 0.6022222222222223 0.05851558829982036
23 ExtraTree low-res-spect 0.8043255157820492 0.03860708555393554
24 ExtraTree lymphography 0.7288505747126437 0.07209829097764534
25 ExtraTree mammographic 0.7595207253886009 0.027055981087449776
26 ExtraTree molec-biol-promoter 0.6611255411255411 0.09268635844993099
27 ExtraTree musk-1 0.7796030701754388 0.043688902783382194
28 ExtraTree oocytes_merluccius_nucleus_4d 0.6907929220468675 0.025573299489788766
29 ExtraTree oocytes_merluccius_states_2f 0.8678149210903873 0.01875101003253329
30 ExtraTree oocytes_trisopterus_nucleus_2f 0.6820134510298443 0.035675489219353006
31 ExtraTree oocytes_trisopterus_states_5b 0.8403422806701495 0.02618600526924095
32 ExtraTree parkinsons 0.8482051282051282 0.06020783639564789
33 ExtraTree pima 0.6649944826415415 0.03466246243736563
34 ExtraTree pittsburg-bridges-MATERIAL 0.7835930735930735 0.07970952540707685
35 ExtraTree pittsburg-bridges-REL-L 0.6253333333333333 0.10873604896570042
36 ExtraTree pittsburg-bridges-SPAN 0.5715204678362573 0.12252433352049193
37 ExtraTree pittsburg-bridges-T-OR-D 0.8365714285714287 0.08634786997098468
38 ExtraTree planning 0.5972672672672672 0.08066489784697915
39 ExtraTree post-operative 0.5733333333333334 0.10566660824861103
40 ExtraTree seeds 0.8838095238095236 0.04354995567685211
41 ExtraTree statlog-australian-credit 0.5704347826086956 0.041879795179494514
42 ExtraTree statlog-german-credit 0.6663999999999999 0.030692670134740637
43 ExtraTree statlog-heart 0.7507407407407407 0.04860326215293292
44 ExtraTree statlog-image 0.928917748917749 0.011578447915777758
45 ExtraTree statlog-vehicle 0.6626481030281935 0.029721786236711036
46 ExtraTree synthetic-control 0.8525 0.03449033681095813
47 ExtraTree tic-tac-toe 0.8658529668411867 0.030146489305175026
48 ExtraTree vertebral-column-2clases 0.747741935483871 0.06311049392365933
49 ExtraTree wine 0.8719999999999999 0.06055135103670992
50 ExtraTree zoo 0.9346666666666665 0.06150449350322653
51 STree balance-scale 0.97056 0.015046806970251203
52 STree balloons 0.86 0.28501461950807594
53 STree breast-cancer-wisc-diag 0.9727635460332246 0.017313211324042233
54 STree breast-cancer-wisc-prog 0.811128205128205 0.05846009894763935
55 STree breast-cancer-wisc 0.967808838643371 0.012084225264206064
56 STree breast-cancer 0.7342105263157894 0.047977358056609264
57 STree cardiotocography-10clases 0.8094129798398231 0.023346080031830214
58 STree cardiotocography-3clases 0.904047500690417 0.015332156149647586
59 STree conn-bench-sonar-mines-rocks 0.8320905923344947 0.06095204566527709
60 STree cylinder-bands 0.7476127926898914 0.04110007272505122
61 STree dermatology 0.9729211403184006 0.019813499795909784
62 STree echocardiogram 0.855156695156695 0.06266151037590971
63 STree fertility 0.88 0.0547722557505166
64 STree haberman-survival 0.735637228979376 0.04346136548997221
65 STree heart-hungarian 0.8275219170075979 0.05052827428335672
66 STree hepatitis 0.8245161290322581 0.073887165430815
67 STree ilpd-indian-liver 0.7234983790156204 0.038488555090414656
68 STree ionosphere 0.9532756539235413 0.02385368651558141
69 STree iris 0.966 0.032991581417756315
70 STree led-display 0.7030000000000001 0.029120439557122058
71 STree libras 0.7886111111111112 0.05169130237032862
72 STree low-res-spect 0.8975365896667254 0.03121679591619338
73 STree lymphography 0.8350344827586206 0.05906491141171708
74 STree mammographic 0.8267465457685665 0.022926835290767923
75 STree molec-biol-promoter 0.827142857142857 0.09431966640910128
76 STree musk-1 0.9163881578947368 0.027520787090975468
77 STree oocytes_merluccius_nucleus_4d 0.8351252989000477 0.02209607725442717
78 STree oocytes_merluccius_states_2f 0.9179062649450025 0.016316580296653664
79 STree oocytes_trisopterus_nucleus_2f 0.8009860085269921 0.0218449453461112
80 STree oocytes_trisopterus_states_5b 0.9224704257491143 0.01772207930954525
81 STree parkinsons 0.882051282051282 0.04783271309276316
82 STree pima 0.7692530345471521 0.02618732989053553
83 STree pittsburg-bridges-MATERIAL 0.8677489177489177 0.07122264688853039
84 STree pittsburg-bridges-REL-L 0.6672857142857144 0.09562399199889633
85 STree pittsburg-bridges-SPAN 0.6794736842105265 0.10621707149419587
86 STree pittsburg-bridges-T-OR-D 0.8628095238095238 0.0747571882042698
87 STree planning 0.7352702702702704 0.06697755238925641
88 STree post-operative 0.711111111111111 0.07535922203472521
89 STree seeds 0.9528571428571427 0.0279658035429067
90 STree statlog-australian-credit 0.6782608695652174 0.03904983647915211
91 STree statlog-german-credit 0.7644 0.028803472012936236
92 STree statlog-heart 0.8229629629629629 0.044003990341567836
93 STree statlog-image 0.9559307359307361 0.00956073126474503
94 STree statlog-vehicle 0.7930281935259312 0.03010396812322711
95 STree synthetic-control 0.9833333333333334 0.01092906420717001
96 STree tic-tac-toe 0.9844442626527051 0.008387465200358178
97 STree vertebral-column-2clases 0.8529032258064515 0.04088510843291576
98 STree wine 0.9791587301587302 0.022426953738041516
99 STree zoo 0.9575238095238094 0.04546150348723332
100 ODTE balance-scale 0.9239999999999999 0.021659178193089396
101 ODTE balloons 0.7066666666666667 0.26100234141137935
102 ODTE breast-cancer-wisc-diag 0.9739931687626143 0.016554866765950735
103 ODTE breast-cancer-wisc-prog 0.8070512820512818 0.059157047027533
104 ODTE breast-cancer-wisc 0.9692415210688591 0.012072349303984906
105 ODTE breast-cancer 0.7359649122807018 0.043381723438568644
106 ODTE cardiotocography-10clases 0.8377754211543773 0.020035258312140675
107 ODTE cardiotocography-3clases 0.9158537420602043 0.013571959275117652
108 ODTE conn-bench-sonar-mines-rocks 0.8123693379790938 0.06633371697780069
109 ODTE cylinder-bands 0.7460803350466401 0.04260435987279008
110 ODTE dermatology 0.9805997778600516 0.012861009889409938
111 ODTE echocardiogram 0.8506267806267804 0.0668016810446026
112 ODTE fertility 0.88 0.0547722557505166
113 ODTE haberman-survival 0.7353569539925967 0.048347683288816515
114 ODTE heart-hungarian 0.8214085330216249 0.049935356113179924
115 ODTE hepatitis 0.8283870967741934 0.0804358574219804
116 ODTE ilpd-indian-liver 0.7157987032124963 0.04136086940136927
117 ODTE ionosphere 0.9236418511066397 0.030902950153905408
118 ODTE iris 0.964 0.03255081497528987
119 ODTE led-display 0.7137000000000002 0.025880687780659915
120 ODTE libras 0.8625 0.047079031268550814
121 ODTE low-res-spect 0.9093969317580672 0.035428439542986974
122 ODTE lymphography 0.832344827586207 0.06549748038347303
123 ODTE mammographic 0.8288347366148531 0.022955531218077037
124 ODTE molec-biol-promoter 0.8264069264069264 0.0853450879490483
125 ODTE musk-1 0.8548026315789474 0.033674907626638946
126 ODTE oocytes_merluccius_nucleus_4d 0.8087986609277857 0.02324664503616214
127 ODTE oocytes_merluccius_states_2f 0.9230946915351506 0.015908353110954166
128 ODTE oocytes_trisopterus_nucleus_2f 0.8073500270221581 0.022955567972911185
129 ODTE oocytes_trisopterus_states_5b 0.9267387257551191 0.01807476944375977
130 ODTE parkinsons 0.9066666666666667 0.04522134909753559
131 ODTE pima 0.7728910958322721 0.02900120258111359
132 ODTE pittsburg-bridges-MATERIAL 0.8468831168831169 0.08338454602215076
133 ODTE pittsburg-bridges-REL-L 0.6885238095238095 0.09206461548301977
134 ODTE pittsburg-bridges-SPAN 0.6746783625730994 0.10284887278436884
135 ODTE pittsburg-bridges-T-OR-D 0.8664761904761904 0.07649172587269897
136 ODTE planning 0.714924924924925 0.07235508746526072
137 ODTE post-operative 0.711111111111111 0.07535922203472521
138 ODTE seeds 0.9390476190476191 0.03814282741809672
139 ODTE statlog-australian-credit 0.6782608695652174 0.03904983647915211
140 ODTE statlog-german-credit 0.7576 0.029227384419410526
141 ODTE statlog-heart 0.8362962962962963 0.043879120650725585
142 ODTE statlog-image 0.9628138528138528 0.00586719844055923
143 ODTE statlog-vehicle 0.7922151061608075 0.04107954624320137
144 ODTE synthetic-control 0.987 0.009741092797468319
145 ODTE tic-tac-toe 0.983296247818499 0.008356787795559038
146 ODTE vertebral-column-2clases 0.8564516129032256 0.037928954891305953
147 ODTE wine 0.9752857142857142 0.024285200741535777
148 ODTE zoo 0.9574761904761906 0.04557023434769017
149 Wodt balance-scale 0.92128 0.031368162203100125
150 Wodt balloons 0.6783333333333331 0.2527680095792715
151 Wodt breast-cancer-wisc-diag 0.9659043626766031 0.014333296217523984
152 Wodt breast-cancer-wisc-prog 0.707551282051282 0.06763805250945308
153 Wodt breast-cancer-wisc 0.9423514902363824 0.01770754168958359
154 Wodt breast-cancer 0.6632486388384754 0.04925109121345335
155 Wodt cardiotocography-10clases 0.7796334714167358 0.01966283976162998
156 Wodt cardiotocography-3clases 0.9014120961060482 0.016029994123889068
157 Wodt conn-bench-sonar-mines-rocks 0.804123112659698 0.05815664564095989
158 Wodt cylinder-bands 0.7025452122596612 0.03710659493721448
159 Wodt dermatology 0.9641873380229546 0.016641323865204168
160 Wodt echocardiogram 0.7423646723646725 0.08024332218287807
161 Wodt fertility 0.804 0.06770524351924304
162 Wodt haberman-survival 0.6640084611316763 0.048474808452857704
163 Wodt heart-hungarian 0.761928696668615 0.052100433118643194
164 Wodt hepatitis 0.7683870967741936 0.0837940093572466
165 Wodt ilpd-indian-liver 0.6778588269967581 0.035631066332769044
166 Wodt ionosphere 0.8794607645875252 0.03858080219956032
167 Wodt iris 0.9466666666666668 0.036514837167011066
168 Wodt led-display 0.7047 0.02916179006851258
169 Wodt libras 0.7755555555555556 0.05481168659742484
170 Wodt low-res-spect 0.855533415623347 0.03222774975371431
171 Wodt lymphography 0.7800459770114943 0.07599005574288029
172 Wodt mammographic 0.7579566062176167 0.024906146679797566
173 Wodt molec-biol-promoter 0.778917748917749 0.07679562169715945
174 Wodt musk-1 0.8411776315789474 0.03449014306500045
175 Wodt oocytes_merluccius_nucleus_4d 0.7350334768053562 0.026108005434086076
176 Wodt oocytes_merluccius_states_2f 0.902934481109517 0.022147306742109327
177 Wodt oocytes_trisopterus_nucleus_2f 0.7491436978322225 0.03602040782195508
178 Wodt oocytes_trisopterus_states_5b 0.8888062211013031 0.021400267111632645
179 Wodt parkinsons 0.9005128205128206 0.05144589211891057
180 Wodt pima 0.6881622952211188 0.035111562938444044
181 Wodt pittsburg-bridges-MATERIAL 0.7994805194805195 0.07743566315819515
182 Wodt pittsburg-bridges-REL-L 0.6184285714285714 0.08544243928422808
183 Wodt pittsburg-bridges-SPAN 0.5871929824561403 0.11611933933595711
184 Wodt pittsburg-bridges-T-OR-D 0.8375238095238096 0.07413072965623015
185 Wodt planning 0.5682732732732733 0.08743812057354583
186 Wodt post-operative 0.5566666666666666 0.10627822791331752
187 Wodt seeds 0.9290476190476191 0.04218789629863413
188 Wodt statlog-australian-credit 0.5617391304347826 0.03785467296768582
189 Wodt statlog-german-credit 0.6824999999999999 0.021430118991736812
190 Wodt statlog-heart 0.7777777777777779 0.04757493547653752
191 Wodt statlog-image 0.9534199134199135 0.011148678082818688
192 Wodt statlog-vehicle 0.7296756004176818 0.03014045315193517
193 Wodt synthetic-control 0.9785 0.01453826368969525
194 Wodt tic-tac-toe 0.9422676701570681 0.03344804236125215
195 Wodt vertebral-column-2clases 0.8070967741935482 0.05624015696050971
196 Wodt wine 0.967920634920635 0.028208046326376822
197 Wodt zoo 0.9514285714285715 0.043724036675722826
198 SVC balance-scale 0.9785600000000001 0.013711542582802286
199 SVC balloons 0.86 0.28501461950807594
200 SVC breast-cancer-wisc-diag 0.9753951249805931 0.014597293231205878
201 SVC breast-cancer-wisc-prog 0.7938589743589745 0.05657320433780183
202 SVC breast-cancer-wisc 0.9679527235354572 0.011995201821390402
203 SVC breast-cancer 0.7317543859649124 0.04356606121838112
204 SVC cardiotocography-10clases 0.8201826014913007 0.022919732876958584
205 SVC cardiotocography-3clases 0.9112899199116268 0.012401790692530392
206 SVC conn-bench-sonar-mines-rocks 0.8320905923344947 0.06095204566527709
207 SVC cylinder-bands 0.7476127926898914 0.04110007272505122
208 SVC dermatology 0.972373195112921 0.015862520651510115
209 SVC echocardiogram 0.8252991452991455 0.07337261558656372
210 SVC fertility 0.88 0.0547722557505166
211 SVC haberman-survival 0.7317133791644632 0.045381650232207534
212 SVC heart-hungarian 0.8234482758620689 0.048867109055436626
213 SVC hepatitis 0.8251612903225807 0.07040539663356832
214 SVC ilpd-indian-liver 0.7133952254641912 0.03827755623741007
215 SVC ionosphere 0.9532756539235413 0.02385368651558141
216 SVC iris 0.966 0.032991581417756315
217 SVC led-display 0.7204 0.02523568901377571
218 SVC libras 0.7847222222222221 0.051012132422797105
219 SVC low-res-spect 0.9016769529183564 0.03269429070378195
220 SVC lymphography 0.8471494252873564 0.05938135729224899
221 SVC mammographic 0.8267465457685665 0.022926835290767923
222 SVC molec-biol-promoter 0.827142857142857 0.09431966640910128
223 SVC musk-1 0.9163881578947368 0.027520787090975468
224 SVC oocytes_merluccius_nucleus_4d 0.8403060736489717 0.023610853521046887
225 SVC oocytes_merluccius_states_2f 0.9197675753228122 0.016293604623296522
226 SVC oocytes_trisopterus_nucleus_2f 0.7991268840449167 0.026483084828854114
227 SVC oocytes_trisopterus_states_5b 0.9222464420825075 0.018202901471558224
228 SVC parkinsons 0.8743589743589744 0.04565254824298682
229 SVC pima 0.7695127748068923 0.02622048017958126
230 SVC pittsburg-bridges-MATERIAL 0.8629004329004327 0.06975826134555882
231 SVC pittsburg-bridges-REL-L 0.6901904761904761 0.0893877385352908
232 SVC pittsburg-bridges-SPAN 0.7094736842105265 0.10829259913995691
233 SVC pittsburg-bridges-T-OR-D 0.8648095238095237 0.07364850331687892
234 SVC planning 0.7352702702702704 0.06697755238925641
235 SVC post-operative 0.7022222222222222 0.0751623756679456
236 SVC seeds 0.9328571428571428 0.04059925269913093
237 SVC statlog-australian-credit 0.6782608695652174 0.03904983647915211
238 SVC statlog-german-credit 0.7663999999999999 0.027166891614610618
239 SVC statlog-heart 0.8303703703703706 0.040801301789393805
240 SVC statlog-image 0.9554545454545453 0.00732216243366479
241 SVC statlog-vehicle 0.797883745214062 0.028612590720497322
242 SVC synthetic-control 0.9913333333333334 0.008326663997864544
243 SVC tic-tac-toe 0.9863236256544502 0.007669725164798296
244 SVC vertebral-column-2clases 0.8461290322580644 0.03927146112240879
245 SVC wine 0.9807936507936508 0.02154056565547604
246 SVC zoo 0.9366666666666668 0.05165294968232069
247 Cart balance-scale 0.7820799999999999 0.03608203985364464
248 Cart balloons 0.6833333333333335 0.26977356760397747
249 Cart breast-cancer-wisc-diag 0.9239217512808571 0.02323176886368342
250 Cart breast-cancer-wisc-prog 0.6914615384615383 0.07229069176397018
251 Cart breast-cancer-wisc 0.9433556012332991 0.020857147642906682
252 Cart breast-cancer 0.6362613430127042 0.05493193657305148
253 Cart cardiotocography-10clases 0.8109128969897819 0.019011886406374308
254 Cart cardiotocography-3clases 0.9204613090306545 0.013845817718125228
255 Cart conn-bench-sonar-mines-rocks 0.7253890824622532 0.06929084790257113
256 Cart cylinder-bands 0.712632781267847 0.046238358140227635
257 Cart dermatology 0.9396038504257683 0.02387579095888003
258 Cart echocardiogram 0.7443589743589744 0.08299708625595158
259 Cart fertility 0.7989999999999999 0.08395832299420945
260 Cart haberman-survival 0.6404970914859863 0.055117499856839475
261 Cart heart-hungarian 0.750613676212741 0.04493113662535727
262 Cart hepatitis 0.7658064516129032 0.07293747411360528
263 Cart ilpd-indian-liver 0.6639640436192161 0.03825985300800366
264 Cart ionosphere 0.8757907444668007 0.03797437861573896
265 Cart iris 0.9386666666666668 0.04389887368841153
266 Cart led-display 0.7037 0.029644729717101474
267 Cart libras 0.6549999999999998 0.059210338603413376
268 Cart low-res-spect 0.8352036677834599 0.030503013555880365
269 Cart lymphography 0.7683218390804598 0.07551790968755526
270 Cart mammographic 0.7569187176165802 0.020852411303147095
271 Cart molec-biol-promoter 0.7158008658008658 0.08811757165025375
272 Cart musk-1 0.7768969298245614 0.043771936691364643
273 Cart oocytes_merluccius_nucleus_4d 0.7195667144906744 0.03068883042942922
274 Cart oocytes_merluccius_states_2f 0.8911927307508368 0.02477313298773685
275 Cart oocytes_trisopterus_nucleus_2f 0.7257617246141836 0.029837690053299604
276 Cart oocytes_trisopterus_states_5b 0.8702630156728517 0.025916263242401694
277 Cart parkinsons 0.8558974358974359 0.05822037527622443
278 Cart pima 0.7011722264663441 0.030849394257539655
279 Cart pittsburg-bridges-MATERIAL 0.8006493506493506 0.07641918889128255
280 Cart pittsburg-bridges-REL-L 0.6171904761904762 0.10161093599079367
281 Cart pittsburg-bridges-SPAN 0.5575438596491228 0.09592147935027655
282 Cart pittsburg-bridges-T-OR-D 0.8225238095238094 0.08877499647986477
283 Cart planning 0.573963963963964 0.07834935548163284
284 Cart post-operative 0.5822222222222222 0.10554970744033704
285 Cart seeds 0.9161904761904762 0.04238897730336739
286 Cart statlog-australian-credit 0.5720289855072465 0.04059031952408632
287 Cart statlog-german-credit 0.6897 0.02526677660486194
288 Cart statlog-heart 0.7344444444444446 0.04693777803495507
289 Cart statlog-image 0.9613419913419914 0.00934513626156175
290 Cart statlog-vehicle 0.706384267316394 0.030533108686824795
291 Cart synthetic-control 0.9023333333333332 0.02511307760244982
292 Cart tic-tac-toe 0.9522851221640489 0.018529859619663462
293 Cart vertebral-column-2clases 0.7996774193548387 0.04231712199258938
294 Cart wine 0.9015873015873015 0.0526003102936011
295 Cart zoo 0.9555714285714286 0.044427856881917915
296 TBRaF balance-scale 0.8953454189122978 0.022741676582529735
297 TBRaF balloons 0.6375 0.23612831034708318
298 TBRaF breast-cancer-wisc-diag 0.9722372697724811 0.013193347862443736
299 TBRaF breast-cancer-wisc-prog 0.801140456182473 0.05994146019366561
300 TBRaF breast-cancer-wisc 0.9659555815312683 0.005950091126381175
301 TBRaF breast-cancer 0.7286899479066178 0.03984981626400103
302 TBRaF cardiotocography-10clases 0.8202193814636972 0.01739911747255466
303 TBRaF cardiotocography-3clases 0.9169284828441506 0.013566160126554549
304 TBRaF conn-bench-sonar-mines-rocks 0.7951923076923076 0.07468270889009636
305 TBRaF cylinder-bands 0.741796875 0.035978148493171665
306 TBRaF dermatology 0.9743294340068533 0.015132717360147771
307 TBRaF echocardiogram 0.8470982142857144 0.04121407375891862
308 TBRaF fertility 0.8800000000000002 0.051910854761844004
309 TBRaF haberman-survival 0.7405026990553306 0.04442778063213871
310 TBRaF heart-hungarian 0.8126301369863015 0.057533110542947526
311 TBRaF hepatitis 0.8308087291399229 0.030786481618938533
312 TBRaF ilpd-indian-liver 0.7098485554520038 0.031224720356411013
313 TBRaF ionosphere 0.9350574712643678 0.03531528446913812
314 TBRaF iris 0.9625086625086627 0.02370416415994463
315 TBRaF led-display 0.7094000000000001 0.027106806292302686
316 TBRaF libras 0.8383333333333335 0.03352285304703726
317 TBRaF low-res-spect 0.8998569023569024 0.022206124787346834
318 TBRaF lymphography 0.831081081081081 0.04545804034502076
319 TBRaF mammographic 0.8293430152143845 0.022325145379837995
320 TBRaF molec-biol-promoter 0.794368131868132 0.042506789311613606
321 TBRaF musk-1 0.8705882352941179 0.018770697324449064
322 TBRaF oocytes_merluccius_nucleus_4d 0.8361738002594036 0.023646960865420237
323 TBRaF oocytes_merluccius_states_2f 0.9211375600823988 0.013621133831921262
324 TBRaF oocytes_trisopterus_nucleus_2f 0.8346491228070174 0.019722730155514016
325 TBRaF oocytes_trisopterus_states_5b 0.9267543859649121 0.016105637325993502
326 TBRaF parkinsons 0.9065563725490199 0.036550967533778844
327 TBRaF pima 0.7598958333333333 0.02539774065272653
328 TBRaF pittsburg-bridges-MATERIAL 0.8623626373626376 0.0348290886939921
329 TBRaF pittsburg-bridges-REL-L 0.6769999999999998 0.07276627091310475
330 TBRaF pittsburg-bridges-SPAN 0.6695652173913043 0.09076335312240773
331 TBRaF pittsburg-bridges-T-OR-D 0.8637777777777778 0.06843987900691363
332 TBRaF planning 0.7153900709219856 0.05557611621471211
333 TBRaF post-operative 0.707007575757576 0.10139602230667759
334 TBRaF seeds 0.9382834757834757 0.02898456949329258
335 TBRaF statlog-australian-credit 0.6782812082330928 0.03941790588788404
336 TBRaF statlog-german-credit 0.7564000000000001 0.023820380482179344
337 TBRaF statlog-heart 0.8361345446679644 0.04254934551175193
338 TBRaF statlog-image 0.9674410251344728 0.006959752116959574
339 TBRaF statlog-vehicle 0.775183009589925 0.018288978222964162
340 TBRaF synthetic-control 0.9883333333333335 0.007761051354594609
341 TBRaF tic-tac-toe 0.9768216462091356 0.010279827512750403
342 TBRaF vertebral-column-2clases 0.8508877198750617 0.031040561304764965
343 TBRaF wine 0.9764822134387352 0.022205967648691833
344 TBRaF zoo 0.9305384615384614 0.04073835818326603

27
results/exreport_accuracy.txt
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@@ -1,27 +0,0 @@
---------------------------------------------------------------------
Friedman test, objetive maximize output variable accuracy. Obtained p-value: 1.0145e-40
Chi squared with 6 degrees of freedom statistic: 201.2777
Test rejected: p-value: 1.0145e-40 < 0.0500
---------------------------------------------------------------------
Control post hoc test for output accuracy
Adjust method: Holm
Control method: ODTE
p-values:
STree 1.0000
SVC 1.0000
TBRaF 0.3857
Wodt 0.0000
Cart 0.0000
ExtraTree 0.0000
---------------------------------------------------------------------
$testMultiple
classifier pvalue rank win tie loss
ODTE ODTE NA 2.336735 NA NA NA
SVC SVC 1.000000e+00 2.500000 25 2 22
STree STree 1.000000e+00 2.591837 22 3 24
TBRaF TBRaF 3.857352e-01 3.000000 33 0 16
Wodt Wodt 5.636640e-11 5.285714 49 0 0
Cart Cart 3.466343e-14 5.734694 48 0 1
ExtraTree ExtraTree 2.777840e-21 6.551020 49 0 0

0
results/exreport_err_accuracy.txt
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