diff --git a/results/exreport_accuracy.csv b/results/exreport_accuracy.csv deleted file mode 100644 index 80292f2..0000000 --- a/results/exreport_accuracy.csv +++ /dev/null @@ -1,344 +0,0 @@ -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 diff --git a/results/exreport_accuracy.txt b/results/exreport_accuracy.txt deleted file mode 100644 index 0e59bb8..0000000 --- a/results/exreport_accuracy.txt +++ /dev/null @@ -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 - diff --git a/results/exreport_err_accuracy.txt b/results/exreport_err_accuracy.txt deleted file mode 100644 index e69de29..0000000