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Merge branch 'main' of github.com:doctorado-ml/benchmark into main

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Ricardo Montañana Gómez
2022-02-25 23:01:53 +01:00
parent 4d50601c7b 03c8f6ab12
commit eabffec0d9
11 changed files with 7 additions and 572 deletions
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best/results_accuracy_ODTE_Galgo_2022-02-17_09:59:54_0.json Normal file
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exreport*

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results/exreport_err_f1-macro.txt
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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) :
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results/exreport_err_f1-micro.txt
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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) :
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results/exreport_f1-macro.csv
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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 classifier dataset f1_macro stdev
2 ExtraTree balance-scale 0.5727937653363786 0.023487857593735204
3 ExtraTree balloons 0.5142380952380953 0.30761517393993304
4 ExtraTree breast-cancer-wisc-diag 0.9070138951323944 0.02903776381824311
5 ExtraTree breast-cancer-wisc-prog 0.5372527452695054 0.09299756634049137
6 ExtraTree breast-cancer-wisc 0.9334919221033554 0.023728892992322302
7 ExtraTree breast-cancer 0.5859978054054232 0.06648992118041178
8 ExtraTree cardiotocography-10clases 0.6354295232626165 0.03600797841881146
9 ExtraTree cardiotocography-3clases 0.7789905775124828 0.029214271580936813
10 ExtraTree conn-bench-sonar-mines-rocks 0.6884280028685714 0.0768675369599383
11 ExtraTree cylinder-bands 0.6758769583557732 0.0481074636927063
12 ExtraTree dermatology 0.87948428121547 0.04971512090462707
13 ExtraTree echocardiogram 0.6838558372486934 0.09839035830723523
14 ExtraTree fertility 0.5000780589077803 0.0954728352478733
15 ExtraTree haberman-survival 0.5441002544124391 0.06607913609295565
16 ExtraTree heart-hungarian 0.7366286989253811 0.054567060935480395
17 ExtraTree hepatitis 0.6556859873238605 0.10358752552698505
18 ExtraTree ilpd-indian-liver 0.589681357779014 0.04544178790154917
19 ExtraTree ionosphere 0.8387442365021327 0.04611617688227847
20 ExtraTree iris 0.9311749623217633 0.04473731903535303
21 ExtraTree led-display 0.6983907500978919 0.030353489945598156
22 ExtraTree libras 0.5831933894794575 0.05653519276994073
23 ExtraTree low-res-spect 0.4972214525831825 0.10132146824648532
24 ExtraTree lymphography 0.5757070025899516 0.15033030843398723
25 ExtraTree mammographic 0.7558760100988807 0.027698417711324114
26 ExtraTree molec-biol-promoter 0.6509738675500539 0.09401233506670947
27 ExtraTree musk-1 0.7760355627537484 0.0456538495492241
28 ExtraTree oocytes_merluccius_nucleus_4d 0.6551349700837547 0.03145405483599261
29 ExtraTree oocytes_merluccius_states_2f 0.8164511212111962 0.03457396182424007
30 ExtraTree oocytes_trisopterus_nucleus_2f 0.6740490811098043 0.03494264061305315
31 ExtraTree oocytes_trisopterus_states_5b 0.7414862438913187 0.1097692351858535
32 ExtraTree parkinsons 0.7920502260211159 0.08299077782231591
33 ExtraTree pima 0.6308026529361219 0.03833037269479237
34 ExtraTree pittsburg-bridges-MATERIAL 0.5431518620137351 0.11359805075076672
35 ExtraTree pittsburg-bridges-REL-L 0.542784439496199 0.12150447938430403
36 ExtraTree pittsburg-bridges-SPAN 0.5187037899672305 0.14528193006843657
37 ExtraTree pittsburg-bridges-T-OR-D 0.6224476073119025 0.17126816947868354
38 ExtraTree planning 0.5087328810885714 0.09094948446708136
39 ExtraTree post-operative 0.33379642949977606 0.08927219008033142
40 ExtraTree seeds 0.8793034021633708 0.045278534272845755
41 ExtraTree statlog-australian-credit 0.5041125564420327 0.04067337035642206
42 ExtraTree statlog-german-credit 0.6042137552028227 0.03376794186695017
43 ExtraTree statlog-heart 0.745563878848253 0.050121638565688235
44 ExtraTree statlog-image 0.9287556249057127 0.011460667893450434
45 ExtraTree statlog-vehicle 0.6623075401083436 0.029778415336198627
46 ExtraTree synthetic-control 0.8499390992241962 0.03530229378295565
47 ExtraTree tic-tac-toe 0.8512596573489445 0.033883849834244494
48 ExtraTree vertebral-column-2clases 0.7126615927891775 0.06874434421548915
49 ExtraTree wine 0.871206635236968 0.06266592584827922
50 ExtraTree zoo 0.8406797859601045 0.13150110641628587
51 STree balance-scale 0.9265131740362249 0.037312333086031005
52 STree balloons 0.8446666666666667 0.31282654050518865
53 STree breast-cancer-wisc-diag 0.9706102953809161 0.018490232777584967
54 STree breast-cancer-wisc-prog 0.6938799088588311 0.0802838792405393
55 STree breast-cancer-wisc 0.9644366357441517 0.013302057333037687
56 STree breast-cancer 0.5977692328883403 0.06131423700623426
57 STree cardiotocography-10clases 0.7249594452449721 0.027952736869959725
58 STree cardiotocography-3clases 0.8047450933164386 0.029440639143025436
59 STree conn-bench-sonar-mines-rocks 0.8278704136594282 0.06223340699876001
60 STree cylinder-bands 0.7144955323374411 0.049207094568092774
61 STree dermatology 0.9650140957279131 0.02735006488553865
62 STree echocardiogram 0.7809849488372878 0.09492374919164333
63 STree fertility 0.4776291734186471 0.07610966312345967
64 STree haberman-survival 0.5668280758817549 0.048958301728547565
65 STree heart-hungarian 0.8058019545857565 0.055904380358896374
66 STree hepatitis 0.679545747273831 0.09309218917121138
67 STree ilpd-indian-liver 0.5365716435598072 0.04997719426087985
68 STree ionosphere 0.9485237433255825 0.026501778709667363
69 STree iris 0.9649197561729933 0.031991809966133454
70 STree led-display 0.7018572552499925 0.029683805445317908
71 STree libras 0.7711420054931554 0.057223856259531136
72 STree low-res-spect 0.5878643195705683 0.11532439653226878
73 STree lymphography 0.7227982823995015 0.15473422192194813
74 STree mammographic 0.8247444860494174 0.022979240237544687
75 STree molec-biol-promoter 0.82350806168162 0.09623635666849308
76 STree musk-1 0.9153182016916332 0.027945038775657752
77 STree oocytes_merluccius_nucleus_4d 0.8106193292244438 0.02747652563281051
78 STree oocytes_merluccius_states_2f 0.8861286794653737 0.039662040396404995
79 STree oocytes_trisopterus_nucleus_2f 0.7915315555835422 0.022454024641884448
80 STree oocytes_trisopterus_states_5b 0.8202440139085921 0.12003407413150388
81 STree parkinsons 0.8215955865945646 0.07457986018099877
82 STree pima 0.7272230311008551 0.03409303507915884
83 STree pittsburg-bridges-MATERIAL 0.6476004301737219 0.15758593896829767
84 STree pittsburg-bridges-REL-L 0.5198369045474532 0.12211614617549965
85 STree pittsburg-bridges-SPAN 0.5981380692773761 0.1452563718087535
86 STree pittsburg-bridges-T-OR-D 0.6055548448944772 0.14942448737838063
87 STree planning 0.4835166429508621 0.06036471739881151
88 STree post-operative 0.36408227447449126 0.06884481933819249
89 STree seeds 0.9517615331226924 0.02835421192103882
90 STree statlog-australian-credit 0.403715381627813 0.013987937973945137
91 STree statlog-german-credit 0.6814377248474089 0.035866070595778524
92 STree statlog-heart 0.8169464663772505 0.04386867289146406
93 STree statlog-image 0.9562317002105086 0.009019956789370743
94 STree statlog-vehicle 0.7887902223394495 0.04535448854380273
95 STree synthetic-control 0.9493815784841081 0.023850330828404633
96 STree tic-tac-toe 0.9825563556199909 0.009455902931936657
97 STree vertebral-column-2clases 0.8291055027741718 0.04591215433461673
98 STree wine 0.9787069936438171 0.02306005703869676
99 STree zoo 0.8818845049130764 0.12545694845427785
100 Wodt balance-scale 0.8358732928978573 0.06506728559025046
101 Wodt balloons 0.6072380952380952 0.29484803726558034
102 Wodt breast-cancer-wisc-diag 0.9632573970855519 0.015205833643883103
103 Wodt breast-cancer-wisc-prog 0.5895295671838842 0.08511366548952595
104 Wodt breast-cancer-wisc 0.9355497216966795 0.019669294186601724
105 Wodt breast-cancer 0.5980028953162928 0.06093077531158954
106 Wodt cardiotocography-10clases 0.7220116555645313 0.02477981147075781
107 Wodt cardiotocography-3clases 0.8139688012414296 0.02825265155863555
108 Wodt conn-bench-sonar-mines-rocks 0.7989144993473782 0.059126009836262164
109 Wodt cylinder-bands 0.6872156332852595 0.03744607544007138
110 Wodt dermatology 0.958249051622088 0.020949844760652817
111 Wodt echocardiogram 0.7034301765960688 0.08748162245260471
112 Wodt fertility 0.5447801712163792 0.10558047995358051
113 Wodt haberman-survival 0.553392673544732 0.06304813598221155
114 Wodt heart-hungarian 0.7384307964607596 0.060531096344938425
115 Wodt hepatitis 0.6486214563559245 0.0986201479769128
116 Wodt ilpd-indian-liver 0.6049018820077577 0.039196465014575306
117 Wodt ionosphere 0.8629730018079403 0.04458929465159322
118 Wodt iris 0.9448390697191438 0.03864158306040484
119 Wodt led-display 0.6994104087342029 0.03065199149753292
120 Wodt libras 0.7637977949974413 0.056945237594758044
121 Wodt low-res-spect 0.5472830794365133 0.11297897576200135
122 Wodt lymphography 0.6386027468567566 0.1761425765192241
123 Wodt mammographic 0.7539765350702846 0.024815175240905412
124 Wodt molec-biol-promoter 0.7715991524794532 0.08210738627025362
125 Wodt musk-1 0.838623591264776 0.035081503185396254
126 Wodt oocytes_merluccius_nucleus_4d 0.7028110113620903 0.029041112797573942
127 Wodt oocytes_merluccius_states_2f 0.8692930094547939 0.03732692071795527
128 Wodt oocytes_trisopterus_nucleus_2f 0.7435475353013739 0.03599317396158523
129 Wodt oocytes_trisopterus_states_5b 0.8185881496111839 0.10563781808049487
130 Wodt parkinsons 0.8634974712591993 0.07044133191885046
131 Wodt pima 0.6570744520372426 0.03919568875754368
132 Wodt pittsburg-bridges-MATERIAL 0.5960959285222978 0.1436510753121394
133 Wodt pittsburg-bridges-REL-L 0.5498147430295633 0.09570636528199628
134 Wodt pittsburg-bridges-SPAN 0.531591255981322 0.13445147026113294
135 Wodt pittsburg-bridges-T-OR-D 0.630285752519136 0.13373548338589775
136 Wodt planning 0.48387230040115736 0.08793989177029266
137 Wodt post-operative 0.3211777251770158 0.09958239294960618
138 Wodt seeds 0.9263529951505527 0.04311519321562753
139 Wodt statlog-australian-credit 0.5002014320271712 0.04070076456282711
140 Wodt statlog-german-credit 0.6261146909800032 0.029085397684538328
141 Wodt statlog-heart 0.7725754190121286 0.049072576048695804
142 Wodt statlog-image 0.9532438056579063 0.0108475217746303
143 Wodt statlog-vehicle 0.7298329598410284 0.028795600393131154
144 Wodt synthetic-control 0.9782262209822135 0.014731387453560993
145 Wodt tic-tac-toe 0.9355997673839572 0.03760852652039545
146 Wodt vertebral-column-2clases 0.7784084758090317 0.06442912397220432
147 Wodt wine 0.9664753576515289 0.03023444781593454
148 Wodt zoo 0.8681084255924592 0.11842602543609144
149 SVC balance-scale 0.9484206180583622 0.03332713768922945
150 SVC balloons 0.8446666666666667 0.31282654050518865
151 SVC breast-cancer-wisc-diag 0.9734568637802279 0.015505768496859912
152 SVC breast-cancer-wisc-prog 0.6567751134341173 0.08389784428241401
153 SVC breast-cancer-wisc 0.9645918233088583 0.013227436162443797
154 SVC breast-cancer 0.5421704582270186 0.06371823048736408
155 SVC cardiotocography-10clases 0.766276074318262 0.02965352428207558
156 SVC cardiotocography-3clases 0.8058905489246746 0.02967266219346452
157 SVC conn-bench-sonar-mines-rocks 0.8278704136594282 0.06223340699876001
158 SVC cylinder-bands 0.7144955323374411 0.049207094568092774
159 SVC dermatology 0.9677857345204737 0.02221695113209572
160 SVC echocardiogram 0.7304463927671391 0.08639011397294473
161 SVC fertility 0.4776291734186471 0.07610966312345967
162 SVC haberman-survival 0.4580583653220017 0.06191674652038062
163 SVC heart-hungarian 0.7934346514829123 0.05523454497392962
164 SVC hepatitis 0.679545747273831 0.09309218917121138
165 SVC ilpd-indian-liver 0.4160723937645874 0.013035416916734524
166 SVC ionosphere 0.9485237433255825 0.026501778709667363
167 SVC iris 0.9655872610810016 0.033094983550311326
168 SVC led-display 0.7159404632086602 0.026063824993770458
169 SVC libras 0.7266667098140118 0.058050568179593656
170 SVC low-res-spect 0.6370363039996703 0.14042579404839814
171 SVC lymphography 0.7852655339903087 0.1277678531469291
172 SVC mammographic 0.8247444860494174 0.022979240237544687
173 SVC molec-biol-promoter 0.82350806168162 0.09623635666849308
174 SVC musk-1 0.9153182016916332 0.027945038775657752
175 SVC oocytes_merluccius_nucleus_4d 0.816944629328206 0.0285112767433381
176 SVC oocytes_merluccius_states_2f 0.8930467323320497 0.028983490727133368
177 SVC oocytes_trisopterus_nucleus_2f 0.7855823095203425 0.024061935897770663
178 SVC oocytes_trisopterus_states_5b 0.882713707616466 0.08847125471105047
179 SVC parkinsons 0.7801964619128645 0.07288145802107089
180 SVC pima 0.7309098830753072 0.03101312017505461
181 SVC pittsburg-bridges-MATERIAL 0.5924229739323144 0.11576941514961962
182 SVC pittsburg-bridges-REL-L 0.46279014210544006 0.07082044496590217
183 SVC pittsburg-bridges-SPAN 0.6279171141429484 0.13929861333854207
184 SVC pittsburg-bridges-T-OR-D 0.6267323794853245 0.1663407230687916
185 SVC planning 0.4835166429508621 0.06036471739881151
186 SVC post-operative 0.35100310286124153 0.09248612964341259
187 SVC seeds 0.9141941847062368 0.08015572080694076
188 SVC statlog-australian-credit 0.40382111052501324 0.013929277042650937
189 SVC statlog-german-credit 0.6984661264930913 0.032936532353262646
190 SVC statlog-heart 0.8252759870225687 0.04125507054660991
191 SVC statlog-image 0.9556071630524694 0.00732951914477624
192 SVC statlog-vehicle 0.7953029146290765 0.029712340824871127
193 SVC synthetic-control 0.9844582501011979 0.010412972000054562
194 SVC tic-tac-toe 0.9825563556199909 0.009455902931936657
195 SVC vertebral-column-2clases 0.824921450500864 0.04308656692649559
196 SVC wine 0.9634135744360262 0.029689965098994825
197 SVC zoo 0.8444971208685494 0.13831803693711803
198 Cart balance-scale 0.580675959105906 0.02255142214504122
199 Cart balloons 0.6293333333333334 0.3038925248614494
200 Cart breast-cancer-wisc-diag 0.9179790714985924 0.0247347489494515
201 Cart breast-cancer-wisc-prog 0.5794535647740554 0.0807913421282125
202 Cart breast-cancer-wisc 0.93650837917618 0.02380550615640833
203 Cart breast-cancer 0.5651387125088569 0.06380636776211798
204 Cart cardiotocography-10clases 0.7622380982708331 0.023515618625823877
205 Cart cardiotocography-3clases 0.86621465831795 0.023090309254422185
206 Cart conn-bench-sonar-mines-rocks 0.7201200286660193 0.07072593653830025
207 Cart cylinder-bands 0.6958204742890273 0.04533034893916446
208 Cart dermatology 0.9219751107111958 0.03256193231246779
209 Cart echocardiogram 0.7087488459364117 0.09086941050505142
210 Cart fertility 0.52296014185358 0.10977539674800078
211 Cart haberman-survival 0.5457121133590084 0.06064205856246803
212 Cart heart-hungarian 0.7275572121022578 0.052063388005332986
213 Cart hepatitis 0.6410213747470085 0.0973567252995122
214 Cart ilpd-indian-liver 0.5888657118478764 0.04083185372178312
215 Cart ionosphere 0.8628574913306685 0.041272349201338154
216 Cart iris 0.9359631321531647 0.045624735461450024
217 Cart led-display 0.6982259951025144 0.03147891977528642
218 Cart libras 0.6323071112024133 0.0635317653134677
219 Cart low-res-spect 0.5465855307890852 0.12109179983824764
220 Cart lymphography 0.5813027917577913 0.18623141668421292
221 Cart mammographic 0.7531167358103579 0.021204132984639686
222 Cart molec-biol-promoter 0.7060289346455184 0.09234452666910511
223 Cart musk-1 0.7724461342519681 0.04479666466600532
224 Cart oocytes_merluccius_nucleus_4d 0.6852561083882834 0.03519688317133437
225 Cart oocytes_merluccius_states_2f 0.8444531550230231 0.040445916068746764
226 Cart oocytes_trisopterus_nucleus_2f 0.7188261960764326 0.030172927891369213
227 Cart oocytes_trisopterus_states_5b 0.8093369490011 0.09892669961945706
228 Cart parkinsons 0.7969508331953521 0.0922615649587087
229 Cart pima 0.6693690181635117 0.03291072358877397
230 Cart pittsburg-bridges-MATERIAL 0.5601440073360827 0.1324153897858396
231 Cart pittsburg-bridges-REL-L 0.53367843911704 0.10055784388042305
232 Cart pittsburg-bridges-SPAN 0.4997749766419588 0.11485651558691627
233 Cart pittsburg-bridges-T-OR-D 0.5891917157765298 0.15657562511679893
234 Cart planning 0.48668550529177607 0.08093243363299628
235 Cart post-operative 0.341160739017854 0.11014650269820302
236 Cart seeds 0.9128055253029165 0.04315420006575167
237 Cart statlog-australian-credit 0.5152160745558955 0.042749755199674506
238 Cart statlog-german-credit 0.6336796583586354 0.031295211698498394
239 Cart statlog-heart 0.7276915119899825 0.049885569066819416
240 Cart statlog-image 0.9611932151382727 0.009048497566086663
241 Cart statlog-vehicle 0.7049451064392592 0.02711156542929039
242 Cart synthetic-control 0.9009505608712125 0.025578717724264222
243 Cart tic-tac-toe 0.9469542636624869 0.02077097291106514
244 Cart vertebral-column-2clases 0.7689762561481972 0.045293897187831875
245 Cart wine 0.9013055106121236 0.05380275499047822
246 Cart zoo 0.8797686000716075 0.12253591189337093

23
results/exreport_f1-macro.txt
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@@ -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

246
results/exreport_f1-micro.csv
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@@ -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 classifier dataset f1_micro stdev
2 ExtraTree balance-scale 0.7878399999999999 0.03687783073880566
3 ExtraTree balloons 0.575 0.28927591596182967
4 ExtraTree breast-cancer-wisc-diag 0.9131858407079645 0.027969722048511694
5 ExtraTree breast-cancer-wisc-prog 0.6632179487179486 0.07656410793102839
6 ExtraTree breast-cancer-wisc 0.9403360739979445 0.021651408896714543
7 ExtraTree breast-cancer 0.656908650937689 0.05914309228326182
8 ExtraTree cardiotocography-10clases 0.6989177575255454 0.030051929270415466
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 0.04592870865503855
12 ExtraTree dermatology 0.8975268419104035 0.03952766890465837
13 ExtraTree echocardiogram 0.7305982905982905 0.08853188223988526
14 ExtraTree fertility 0.8059999999999999 0.0690217357069496
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 0.038699636929008456
19 ExtraTree ionosphere 0.8540885311871226 0.04332727262995766
20 ExtraTree iris 0.9333333333333335 0.04422166387140532
21 ExtraTree led-display 0.7036999999999999 0.028806422894903125
22 ExtraTree libras 0.6022222222222223 0.05851558829982036
23 ExtraTree low-res-spect 0.8043255157820492 0.038607085553935556
24 ExtraTree lymphography 0.7288505747126437 0.07209829097764535
25 ExtraTree mammographic 0.7595207253886009 0.027055981087449783
26 ExtraTree molec-biol-promoter 0.6611255411255411 0.09268635844993099
27 ExtraTree musk-1 0.7796030701754388 0.043688902783382215
28 ExtraTree oocytes_merluccius_nucleus_4d 0.6907929220468675 0.025573299489788762
29 ExtraTree oocytes_merluccius_states_2f 0.8678149210903873 0.018751010032533294
30 ExtraTree oocytes_trisopterus_nucleus_2f 0.6820134510298443 0.035675489219353006
31 ExtraTree oocytes_trisopterus_states_5b 0.8403422806701495 0.026186005269240954
32 ExtraTree parkinsons 0.8482051282051282 0.06020783639564788
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 0.6664 0.03069267013474064
43 ExtraTree statlog-heart 0.7507407407407407 0.04860326215293292
44 ExtraTree statlog-image 0.928917748917749 0.011578447915777761
45 ExtraTree statlog-vehicle 0.6626481030281935 0.029721786236711036
46 ExtraTree synthetic-control 0.8525 0.034490336810958123
47 ExtraTree tic-tac-toe 0.8658529668411867 0.030146489305175026
48 ExtraTree vertebral-column-2clases 0.747741935483871 0.06311049392365933
49 ExtraTree wine 0.8719999999999999 0.060551351036709916
50 ExtraTree zoo 0.9346666666666665 0.06150449350322653
51 SVC balance-scale 0.9785600000000001 0.013711542582802286
52 SVC balloons 0.86 0.28501461950807594
53 SVC breast-cancer-wisc-diag 0.9753951249805931 0.014597293231205878
54 SVC breast-cancer-wisc-prog 0.7938589743589745 0.05657320433780182
55 SVC breast-cancer-wisc 0.9679527235354572 0.011995201821390385
56 SVC breast-cancer 0.7097640653357531 0.04548673708726185
57 SVC cardiotocography-10clases 0.8201355426677713 0.022929719431675762
58 SVC cardiotocography-3clases 0.8995319524993096 0.016220560106895605
59 SVC conn-bench-sonar-mines-rocks 0.8320905923344947 0.06095204566527709
60 SVC cylinder-bands 0.7476127926898912 0.041100072725051215
61 SVC dermatology 0.9715623843021103 0.019321915565579672
62 SVC echocardiogram 0.7893447293447292 0.07164471250434974
63 SVC fertility 0.8800000000000001 0.054772255750516606
64 SVC haberman-survival 0.7304389212057113 0.04883765345604316
65 SVC heart-hungarian 0.8169959088252484 0.0493578039030494
66 SVC hepatitis 0.8245161290322581 0.07388716543081499
67 SVC ilpd-indian-liver 0.7133952254641909 0.03827755623741006
68 SVC ionosphere 0.9532756539235413 0.02385368651558141
69 SVC iris 0.966 0.032991581417756315
70 SVC led-display 0.7204 0.0252356890137757
71 SVC libras 0.7427777777777779 0.052281290471193745
72 SVC low-res-spect 0.9016769529183564 0.03269429070378195
73 SVC lymphography 0.8471494252873564 0.05938135729224899
74 SVC mammographic 0.8267465457685665 0.02292683529076792
75 SVC molec-biol-promoter 0.827142857142857 0.09431966640910128
76 SVC musk-1 0.9163881578947368 0.027520787090975465
77 SVC oocytes_merluccius_nucleus_4d 0.8403060736489717 0.02361085352104689
78 SVC oocytes_merluccius_states_2f 0.9197675753228122 0.016293604623296522
79 SVC oocytes_trisopterus_nucleus_2f 0.7946219900318259 0.023657263407759043
80 SVC oocytes_trisopterus_states_5b 0.9222464420825075 0.018202901471558224
81 SVC parkinsons 0.8569230769230768 0.04531720330280077
82 SVC pima 0.7695127748068923 0.026220480179581257
83 SVC pittsburg-bridges-MATERIAL 0.8177056277056276 0.07419071059995634
84 SVC pittsburg-bridges-REL-L 0.6488571428571429 0.09917715888014446
85 SVC pittsburg-bridges-SPAN 0.7094736842105265 0.10829259913995691
86 SVC pittsburg-bridges-T-OR-D 0.8645238095238098 0.07509819724217712
87 SVC planning 0.7352702702702704 0.06697755238925641
88 SVC post-operative 0.6455555555555554 0.07926358589783025
89 SVC seeds 0.92 0.0710721265021167
90 SVC statlog-australian-credit 0.6782608695652174 0.03904983647915211
91 SVC statlog-german-credit 0.7663999999999999 0.02716689161461062
92 SVC statlog-heart 0.8303703703703706 0.040801301789393805
93 SVC statlog-image 0.9554545454545453 0.007322162433664787
94 SVC statlog-vehicle 0.797883745214062 0.028612590720497315
95 SVC synthetic-control 0.9846666666666667 0.010049875621120901
96 SVC tic-tac-toe 0.9844442626527051 0.008387465200358178
97 SVC vertebral-column-2clases 0.8461290322580644 0.039271461122408785
98 SVC wine 0.9645714285714284 0.028746272776460524
99 SVC zoo 0.9366666666666668 0.05165294968232069
100 Wodt balance-scale 0.92128 0.031368162203100125
101 Wodt balloons 0.6783333333333331 0.2527680095792715
102 Wodt breast-cancer-wisc-diag 0.9659043626766031 0.014333296217523984
103 Wodt breast-cancer-wisc-prog 0.707551282051282 0.0676380525094531
104 Wodt breast-cancer-wisc 0.9423514902363824 0.017707541689583592
105 Wodt breast-cancer 0.6632486388384754 0.04925109121345335
106 Wodt cardiotocography-10clases 0.7793040596520298 0.019900281966912726
107 Wodt cardiotocography-3clases 0.9014120961060482 0.01602999412388906
108 Wodt conn-bench-sonar-mines-rocks 0.804123112659698 0.05815664564095989
109 Wodt cylinder-bands 0.7025452122596612 0.03710659493721448
110 Wodt dermatology 0.9641873380229546 0.016641323865204168
111 Wodt echocardiogram 0.7423646723646725 0.08024332218287807
112 Wodt fertility 0.804 0.06770524351924305
113 Wodt haberman-survival 0.6640084611316763 0.04847480845285772
114 Wodt heart-hungarian 0.7619286966686151 0.052100433118643215
115 Wodt hepatitis 0.7683870967741936 0.0837940093572466
116 Wodt ilpd-indian-liver 0.6778588269967581 0.03563106633276903
117 Wodt ionosphere 0.8794607645875252 0.03858080219956031
118 Wodt iris 0.9466666666666668 0.036514837167011066
119 Wodt led-display 0.7047 0.02916179006851258
120 Wodt libras 0.7755555555555556 0.05481168659742483
121 Wodt low-res-spect 0.855533415623347 0.03222774975371433
122 Wodt lymphography 0.7800459770114943 0.07599005574288029
123 Wodt mammographic 0.7579566062176167 0.02490614667979757
124 Wodt molec-biol-promoter 0.778917748917749 0.07679562169715945
125 Wodt musk-1 0.8411776315789474 0.03449014306500046
126 Wodt oocytes_merluccius_nucleus_4d 0.7348373983739838 0.026142104476547207
127 Wodt oocytes_merluccius_states_2f 0.902934481109517 0.022147306742109324
128 Wodt oocytes_trisopterus_nucleus_2f 0.7491436978322225 0.036020407821955064
129 Wodt oocytes_trisopterus_states_5b 0.888806221101303 0.021400267111632645
130 Wodt parkinsons 0.9005128205128206 0.05144589211891056
131 Wodt pima 0.6881622952211188 0.035111562938444044
132 Wodt pittsburg-bridges-MATERIAL 0.7994805194805195 0.07743566315819515
133 Wodt pittsburg-bridges-REL-L 0.6184285714285714 0.08544243928422808
134 Wodt pittsburg-bridges-SPAN 0.5871929824561403 0.11611933933595711
135 Wodt pittsburg-bridges-T-OR-D 0.8375238095238096 0.07413072965623016
136 Wodt planning 0.5682732732732733 0.08743812057354582
137 Wodt post-operative 0.5566666666666666 0.10627822791331752
138 Wodt seeds 0.9290476190476191 0.04218789629863413
139 Wodt statlog-australian-credit 0.5617391304347826 0.03785467296768582
140 Wodt statlog-german-credit 0.6824999999999999 0.02143011899173683
141 Wodt statlog-heart 0.7777777777777779 0.04757493547653752
142 Wodt statlog-image 0.9534199134199135 0.011148678082818681
143 Wodt statlog-vehicle 0.7296756004176818 0.03014045315193518
144 Wodt synthetic-control 0.9785 0.014538263689695227
145 Wodt tic-tac-toe 0.9422676701570681 0.03344804236125216
146 Wodt vertebral-column-2clases 0.8070967741935482 0.05624015696050971
147 Wodt wine 0.967920634920635 0.028208046326376822
148 Wodt zoo 0.9514285714285715 0.043724036675722826
149 Cart balance-scale 0.78208 0.03608203985364464
150 Cart balloons 0.6833333333333335 0.26977356760397747
151 Cart breast-cancer-wisc-diag 0.9239217512808571 0.02323176886368342
152 Cart breast-cancer-wisc-prog 0.6914615384615383 0.0722906917639702
153 Cart breast-cancer-wisc 0.9433556012332991 0.020857147642906682
154 Cart breast-cancer 0.6362613430127042 0.05493193657305148
155 Cart cardiotocography-10clases 0.8109128969897819 0.019011886406374308
156 Cart cardiotocography-3clases 0.9204613090306545 0.01384581771812524
157 Cart conn-bench-sonar-mines-rocks 0.7253890824622532 0.06929084790257112
158 Cart cylinder-bands 0.712632781267847 0.04623835814022763
159 Cart dermatology 0.9396038504257683 0.02387579095888003
160 Cart echocardiogram 0.7443589743589744 0.08299708625595158
161 Cart fertility 0.799 0.08395832299420945
162 Cart haberman-survival 0.6404970914859863 0.05511749985683948
163 Cart heart-hungarian 0.750613676212741 0.04493113662535728
164 Cart hepatitis 0.7658064516129032 0.07293747411360528
165 Cart ilpd-indian-liver 0.6639640436192161 0.03825985300800366
166 Cart ionosphere 0.8757907444668007 0.03797437861573896
167 Cart iris 0.9386666666666668 0.04389887368841152
168 Cart led-display 0.7037 0.029644729717101474
169 Cart libras 0.6549999999999998 0.05921033860341339
170 Cart low-res-spect 0.8352036677834599 0.030503013555880365
171 Cart lymphography 0.7683218390804598 0.07551790968755526
172 Cart mammographic 0.7569187176165802 0.02085241130314711
173 Cart molec-biol-promoter 0.7158008658008658 0.08811757165025375
174 Cart musk-1 0.7768969298245614 0.04377193669136466
175 Cart oocytes_merluccius_nucleus_4d 0.7195667144906744 0.03068883042942922
176 Cart oocytes_merluccius_states_2f 0.8911927307508368 0.024773132987736857
177 Cart oocytes_trisopterus_nucleus_2f 0.7257617246141836 0.029837690053299604
178 Cart oocytes_trisopterus_states_5b 0.8702630156728517 0.025916263242401694
179 Cart parkinsons 0.8558974358974359 0.05822037527622443
180 Cart pima 0.7011722264663441 0.03084939425753965
181 Cart pittsburg-bridges-MATERIAL 0.8006493506493506 0.07641918889128255
182 Cart pittsburg-bridges-REL-L 0.6171904761904762 0.10161093599079367
183 Cart pittsburg-bridges-SPAN 0.5575438596491228 0.09592147935027655
184 Cart pittsburg-bridges-T-OR-D 0.8225238095238094 0.08877499647986477
185 Cart planning 0.573963963963964 0.07834935548163284
186 Cart post-operative 0.5822222222222222 0.10554970744033704
187 Cart seeds 0.9161904761904762 0.04238897730336739
188 Cart statlog-australian-credit 0.5720289855072465 0.04059031952408632
189 Cart statlog-german-credit 0.6897000000000001 0.025266776604861936
190 Cart statlog-heart 0.7344444444444446 0.04693777803495507
191 Cart statlog-image 0.9613419913419914 0.00934513626156175
192 Cart statlog-vehicle 0.706384267316394 0.0305331086868248
193 Cart synthetic-control 0.9023333333333332 0.025113077602449827
194 Cart tic-tac-toe 0.9522851221640489 0.018529859619663462
195 Cart vertebral-column-2clases 0.7996774193548387 0.04231712199258937
196 Cart wine 0.9015873015873015 0.05260031029360109
197 Cart zoo 0.9555714285714286 0.0444278568819179
198 STree balance-scale 0.97056 0.015046806970251203
199 STree balloons 0.86 0.28501461950807594
200 STree breast-cancer-wisc-diag 0.9727635460332246 0.017313211324042233
201 STree breast-cancer-wisc-prog 0.811128205128205 0.05846009894763934
202 STree breast-cancer-wisc 0.967808838643371 0.012084225264206048
203 STree breast-cancer 0.7342105263157894 0.047977358056609264
204 STree cardiotocography-10clases 0.7914874344103839 0.019208232849977826
205 STree cardiotocography-3clases 0.9006125379729356 0.015400444429719292
206 STree conn-bench-sonar-mines-rocks 0.8320905923344947 0.06095204566527709
207 STree cylinder-bands 0.7476127926898912 0.041100072725051215
208 STree dermatology 0.9718326545723807 0.020688266783058316
209 STree echocardiogram 0.8314245014245013 0.0736320418281732
210 STree fertility 0.8800000000000001 0.054772255750516606
211 STree haberman-survival 0.735637228979376 0.04346136548997219
212 STree heart-hungarian 0.8275219170075979 0.05052827428335672
213 STree hepatitis 0.8245161290322581 0.07388716543081499
214 STree ilpd-indian-liver 0.7234983790156204 0.03848855509041466
215 STree ionosphere 0.9532756539235413 0.02385368651558141
216 STree iris 0.9653333333333333 0.03194439613522917
217 STree led-display 0.7030000000000001 0.02912043955712206
218 STree libras 0.7886111111111112 0.05169130237032862
219 STree low-res-spect 0.8837824016928232 0.03245929146861622
220 STree lymphography 0.8350344827586206 0.05906491141171708
221 STree mammographic 0.8267465457685665 0.02292683529076792
222 STree molec-biol-promoter 0.827142857142857 0.09431966640910128
223 STree musk-1 0.9163881578947368 0.027520787090975465
224 STree oocytes_merluccius_nucleus_4d 0.8351252989000477 0.022096077254427166
225 STree oocytes_merluccius_states_2f 0.9153653754184602 0.02039598729685399
226 STree oocytes_trisopterus_nucleus_2f 0.8009860085269921 0.0218449453461112
227 STree oocytes_trisopterus_states_5b 0.9222488440521228 0.017920300227679896
228 STree parkinsons 0.882051282051282 0.04783271309276316
229 STree pima 0.7666513878278585 0.02972027059401136
230 STree pittsburg-bridges-MATERIAL 0.8677489177489177 0.07122264688853039
231 STree pittsburg-bridges-REL-L 0.6322380952380952 0.1012105974392682
232 STree pittsburg-bridges-SPAN 0.659766081871345 0.11650021102545294
233 STree pittsburg-bridges-T-OR-D 0.8616190476190478 0.06937466062918769
234 STree planning 0.7352702702702704 0.06697755238925641
235 STree post-operative 0.711111111111111 0.07535922203472521
236 STree seeds 0.9528571428571427 0.0279658035429067
237 STree statlog-australian-credit 0.6779710144927535 0.039215152522406406
238 STree statlog-german-credit 0.7625 0.02718915224864506
239 STree statlog-heart 0.8229629629629629 0.044003990341567836
240 STree statlog-image 0.9559307359307361 0.009560731264745029
241 STree statlog-vehicle 0.7930281935259312 0.030103968123227114
242 STree synthetic-control 0.9500000000000002 0.025385910352879692
243 STree tic-tac-toe 0.9844442626527051 0.008387465200358178
244 STree vertebral-column-2clases 0.8529032258064515 0.040885108432915755
245 STree wine 0.9791587301587302 0.022426953738041516
246 STree zoo 0.9575238095238094 0.04546150348723331

23
results/exreport_f1-micro.txt
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@@ -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
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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