mirror of
https://github.com/Doctorado-ML/benchmark.git
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Add macbook results
This commit is contained in:
@@ -58,8 +58,8 @@ STree, cardiotocography-10clases, 0.8094129798398231, 0.023346080031830214
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STree, cardiotocography-3clases, 0.904047500690417, 0.015332156149647586
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STree, conn-bench-sonar-mines-rocks, 0.8320905923344947, 0.06095204566527709
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STree, cylinder-bands, 0.7476127926898914, 0.04110007272505122
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STree, dermatology, 0.9718326545723807, 0.020688266783058316
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STree, echocardiogram, 0.848974358974359, 0.06695913759706462
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STree, dermatology, 0.9729211403184006, 0.019813499795909784
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STree, echocardiogram, 0.855156695156695, 0.06266151037590971
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STree, fertility, 0.88, 0.0547722557505166
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STree, haberman-survival, 0.735637228979376, 0.04346136548997221
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STree, heart-hungarian, 0.8275219170075979, 0.05052827428335672
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@@ -77,12 +77,12 @@ STree, musk-1, 0.9163881578947368, 0.027520787090975468
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STree, oocytes_merluccius_nucleus_4d, 0.8351252989000477, 0.02209607725442717
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STree, oocytes_merluccius_states_2f, 0.9179062649450025, 0.016316580296653664
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STree, oocytes_trisopterus_nucleus_2f, 0.8009860085269921, 0.0218449453461112
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STree, oocytes_trisopterus_states_5b, 0.9222488440521228, 0.017920300227679892
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STree, oocytes_trisopterus_states_5b, 0.9224704257491143, 0.01772207930954525
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STree, parkinsons, 0.882051282051282, 0.04783271309276316
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STree, pima, 0.7692530345471521, 0.02618732989053553
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STree, pittsburg-bridges-MATERIAL, 0.8677489177489177, 0.07122264688853039
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STree, pittsburg-bridges-REL-L, 0.6645714285714286, 0.10801301676827298
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STree, pittsburg-bridges-SPAN, 0.659766081871345, 0.11650021102545294
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STree, pittsburg-bridges-REL-L, 0.6672857142857144, 0.09562399199889633
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STree, pittsburg-bridges-SPAN, 0.6794736842105265, 0.10621707149419587
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STree, pittsburg-bridges-T-OR-D, 0.8628095238095238, 0.0747571882042698
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STree, planning, 0.7352702702702704, 0.06697755238925641
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STree, post-operative, 0.711111111111111, 0.07535922203472521
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@@ -105,23 +105,23 @@ ODTE, breast-cancer-wisc, 0.9692415210688591, 0.012072349303984906
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ODTE, breast-cancer, 0.7359649122807018, 0.043381723438568644
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ODTE, cardiotocography-10clases, 0.8377754211543773, 0.020035258312140675
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ODTE, cardiotocography-3clases, 0.9158537420602043, 0.013571959275117652
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ODTE, conn-bench-sonar-mines-rocks, 0.7854239256678279, 0.07210263797211701
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ODTE, conn-bench-sonar-mines-rocks, 0.8123693379790938, 0.06633371697780069
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ODTE, cylinder-bands, 0.7460803350466401, 0.04260435987279008
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ODTE, dermatology, 0.9680081451314329, 0.023334849960359193
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ODTE, echocardiogram, 0.8238746438746438, 0.06589070412230422
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ODTE, dermatology, 0.9805997778600516, 0.012861009889409938
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ODTE, echocardiogram, 0.8506267806267804, 0.0668016810446026
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ODTE, fertility, 0.88, 0.0547722557505166
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ODTE, haberman-survival, 0.7353569539925967, 0.048347683288816515
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ODTE, heart-hungarian, 0.8214085330216249, 0.049935356113179924
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ODTE, hepatitis, 0.8283870967741934, 0.0804358574219804
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ODTE, ilpd-indian-liver, 0.7157987032124963, 0.04136086940136927
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ODTE, ionosphere, 0.9059718309859154, 0.03471067999538322
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ODTE, ionosphere, 0.9236418511066397, 0.030902950153905408
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ODTE, iris, 0.964, 0.03255081497528987
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ODTE, led-display, 0.7137000000000002, 0.025880687780659915
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ODTE, libras, 0.8625, 0.047079031268550814
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ODTE, low-res-spect, 0.9093969317580672, 0.035428439542986974
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ODTE, lymphography, 0.832344827586207, 0.06549748038347303
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ODTE, mammographic, 0.8288347366148531, 0.022955531218077037
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ODTE, molec-biol-promoter, 0.7904329004329003, 0.0963032622623464
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ODTE, molec-biol-promoter, 0.8264069264069264, 0.0853450879490483
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ODTE, musk-1, 0.8548026315789474, 0.033674907626638946
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ODTE, oocytes_merluccius_nucleus_4d, 0.8087986609277857, 0.02324664503616214
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ODTE, oocytes_merluccius_states_2f, 0.9230946915351506, 0.015908353110954166
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@@ -129,13 +129,13 @@ ODTE, oocytes_trisopterus_nucleus_2f, 0.8073500270221581, 0.022955567972911185
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ODTE, oocytes_trisopterus_states_5b, 0.9267387257551191, 0.01807476944375977
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ODTE, parkinsons, 0.9066666666666667, 0.04522134909753559
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ODTE, pima, 0.7728910958322721, 0.02900120258111359
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ODTE, pittsburg-bridges-MATERIAL, 0.8277922077922077, 0.07594184145809477
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ODTE, pittsburg-bridges-REL-L, 0.6884761904761906, 0.09103880212339951
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ODTE, pittsburg-bridges-MATERIAL, 0.8468831168831169, 0.08338454602215076
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ODTE, pittsburg-bridges-REL-L, 0.6885238095238095, 0.09206461548301977
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ODTE, pittsburg-bridges-SPAN, 0.6746783625730994, 0.10284887278436884
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ODTE, pittsburg-bridges-T-OR-D, 0.8664761904761904, 0.07649172587269897
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ODTE, planning, 0.714924924924925, 0.07235508746526072
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ODTE, post-operative, 0.711111111111111, 0.07535922203472521
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ODTE, seeds, 0.9376190476190476, 0.04009342830436526
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ODTE, seeds, 0.9390476190476191, 0.03814282741809672
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ODTE, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
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ODTE, statlog-german-credit, 0.7576, 0.029227384419410526
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ODTE, statlog-heart, 0.8362962962962963, 0.043879120650725585
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@@ -293,3 +293,52 @@ Cart, tic-tac-toe, 0.9522851221640489, 0.018529859619663462
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Cart, vertebral-column-2clases, 0.7996774193548387, 0.04231712199258938
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Cart, wine, 0.9015873015873015, 0.0526003102936011
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Cart, zoo, 0.9555714285714286, 0.044427856881917915
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TBRaF, balance-scale, 0.8953454189122978, 0.022741676582529735
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TBRaF, balloons, 0.6375, 0.23612831034708318
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TBRaF, breast-cancer-wisc-diag, 0.9722372697724811, 0.013193347862443736
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TBRaF, breast-cancer-wisc-prog, 0.801140456182473, 0.05994146019366561
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TBRaF, breast-cancer-wisc, 0.9659555815312683, 0.005950091126381175
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TBRaF, breast-cancer, 0.7286899479066178, 0.03984981626400103
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TBRaF, cardiotocography-10clases, 0.8202193814636972, 0.01739911747255466
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TBRaF, cardiotocography-3clases, 0.9169284828441506, 0.013566160126554549
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TBRaF, conn-bench-sonar-mines-rocks, 0.7951923076923076, 0.07468270889009636
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TBRaF, cylinder-bands, 0.741796875, 0.035978148493171665
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TBRaF, dermatology, 0.9743294340068533, 0.015132717360147771
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TBRaF, echocardiogram, 0.8470982142857144, 0.04121407375891862
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TBRaF, fertility, 0.8800000000000002, 0.051910854761844004
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TBRaF, haberman-survival, 0.7405026990553306, 0.04442778063213871
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TBRaF, heart-hungarian, 0.8126301369863015, 0.057533110542947526
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TBRaF, hepatitis, 0.8308087291399229, 0.030786481618938533
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TBRaF, ilpd-indian-liver, 0.7098485554520038, 0.031224720356411013
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TBRaF, ionosphere, 0.9350574712643678, 0.03531528446913812
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TBRaF, iris, 0.9625086625086627, 0.02370416415994463
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TBRaF, led-display, 0.7094000000000001, 0.027106806292302686
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TBRaF, libras, 0.8383333333333335, 0.03352285304703726
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TBRaF, low-res-spect, 0.8998569023569024, 0.022206124787346834
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TBRaF, lymphography, 0.831081081081081, 0.04545804034502076
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TBRaF, mammographic, 0.8293430152143845, 0.022325145379837995
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TBRaF, molec-biol-promoter, 0.794368131868132, 0.042506789311613606
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TBRaF, musk-1, 0.8705882352941179, 0.018770697324449064
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TBRaF, oocytes_merluccius_nucleus_4d, 0.8361738002594036, 0.023646960865420237
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TBRaF, oocytes_merluccius_states_2f, 0.9211375600823988, 0.013621133831921262
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TBRaF, oocytes_trisopterus_nucleus_2f, 0.8346491228070174, 0.019722730155514016
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TBRaF, oocytes_trisopterus_states_5b, 0.9267543859649121, 0.016105637325993502
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TBRaF, parkinsons, 0.9065563725490199, 0.036550967533778844
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TBRaF, pima, 0.7598958333333333, 0.02539774065272653
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TBRaF, pittsburg-bridges-MATERIAL, 0.8623626373626376, 0.0348290886939921
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TBRaF, pittsburg-bridges-REL-L, 0.6769999999999998, 0.07276627091310475
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TBRaF, pittsburg-bridges-SPAN, 0.6695652173913043, 0.09076335312240773
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TBRaF, pittsburg-bridges-T-OR-D, 0.8637777777777778, 0.06843987900691363
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TBRaF, planning, 0.7153900709219856, 0.05557611621471211
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TBRaF, post-operative, 0.707007575757576, 0.10139602230667759
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TBRaF, seeds, 0.9382834757834757, 0.02898456949329258
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TBRaF, statlog-australian-credit, 0.6782812082330928, 0.03941790588788404
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TBRaF, statlog-german-credit, 0.7564000000000001, 0.023820380482179344
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TBRaF, statlog-heart, 0.8361345446679644, 0.04254934551175193
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TBRaF, statlog-image, 0.9674410251344728, 0.006959752116959574
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TBRaF, statlog-vehicle, 0.775183009589925, 0.018288978222964162
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TBRaF, synthetic-control, 0.9883333333333335, 0.007761051354594609
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TBRaF, tic-tac-toe, 0.9768216462091356, 0.010279827512750403
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TBRaF, vertebral-column-2clases, 0.8508877198750617, 0.031040561304764965
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TBRaF, wine, 0.9764822134387352, 0.022205967648691833
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TBRaF, zoo, 0.9305384615384614, 0.04073835818326603
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@@ -1,25 +1,27 @@
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---------------------------------------------------------------------
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Friedman test, objetive maximize output variable accuracy. Obtained p-value: 2.7347e-36
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Chi squared with 5 degrees of freedom statistic: 176.6822
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Test rejected: p-value: 2.7347e-36 < 0.0500
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Friedman test, objetive maximize output variable accuracy. Obtained p-value: 1.0145e-40
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Chi squared with 6 degrees of freedom statistic: 201.2777
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Test rejected: p-value: 1.0145e-40 < 0.0500
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---------------------------------------------------------------------
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Control post hoc test for output accuracy
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Adjust method: Holm
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Control method: SVC
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Control method: ODTE
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p-values:
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ODTE 1.0000
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STree 1.0000
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SVC 1.0000
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TBRaF 0.3857
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Wodt 0.0000
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Cart 0.0000
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ExtraTree 0.0000
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---------------------------------------------------------------------
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$testMultiple
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classifier pvalue rank win tie loss
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SVC SVC NA 2.030612 NA NA NA
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ODTE ODTE 1.000000e+00 2.071429 24 2 23
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STree STree 1.000000e+00 2.183673 22 11 16
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Wodt Wodt 2.662615e-09 4.346939 47 0 2
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Cart Cart 1.019512e-12 4.795918 46 0 3
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ExtraTree ExtraTree 3.691815e-20 5.571429 49 0 0
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ODTE ODTE NA 2.336735 NA NA NA
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SVC SVC 1.000000e+00 2.500000 25 2 22
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STree STree 1.000000e+00 2.591837 22 3 24
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TBRaF TBRaF 3.857352e-01 3.000000 33 0 16
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Wodt Wodt 5.636640e-11 5.285714 49 0 0
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Cart Cart 3.466343e-14 5.734694 48 0 1
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ExtraTree ExtraTree 2.777840e-21 6.551020 49 0 0
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@@ -1,17 +0,0 @@
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Warning messages:
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1: In grSoftVersion() :
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unable to load shared object '/Library/Frameworks/R.framework/Resources/modules//R_X11.so':
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dlopen(/Library/Frameworks/R.framework/Resources/modules//R_X11.so, 0x0006): Library not loaded: /opt/X11/lib/libSM.6.dylib
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Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/modules/R_X11.so
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Reason: tried: '/opt/X11/lib/libSM.6.dylib' (no such file), '/Library/Frameworks/R.framework/Resources/lib/libSM.6.dylib' (no such file), '/Library/Java/JavaVirtualMachines/jdk1.8.0_241.jdk/Contents/Home/jre/lib/server/libSM.6.dylib' (no such file)
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2: In cairoVersion() :
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unable to load shared object '/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so':
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dlopen(/Library/Frameworks/R.framework/Resources/library/grDevices/libs//cairo.so, 0x0006): Library not loaded: /opt/X11/lib/libXrender.1.dylib
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Referenced from: /Library/Frameworks/R.framework/Versions/4.0/Resources/library/grDevices/libs/cairo.so
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Reason: tried: '/opt/X11/lib/libXrender.1.dylib' (no such file), '/Library/Frameworks/R.framework/Resources/lib/libXrender.1.dylib' (no such file), '/Library/Java/JavaVirtualMachines/jdk1.8.0_241.jdk/Contents/Home/jre/lib/server/libXrender.1.dylib' (no such file)
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3: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
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failed to load cairo DLL
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4: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
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failed to load cairo DLL
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||||
5: In svg(paste(figPath, id, ".svg", sep = ""), width = 11.69, height = 8.27) :
|
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failed to load cairo DLL
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||||
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@@ -0,0 +1,859 @@
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{
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||||
"score_name": "accuracy",
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"model": "ODTE",
|
||||
"stratified": false,
|
||||
"folds": 5,
|
||||
"date": "2021-11-10",
|
||||
"time": "12:43:07",
|
||||
"duration": 458.9705820083618,
|
||||
"seeds": [
|
||||
57,
|
||||
31,
|
||||
1714,
|
||||
17,
|
||||
23,
|
||||
79,
|
||||
83,
|
||||
97,
|
||||
7,
|
||||
1
|
||||
],
|
||||
"platform": "macbook-pro",
|
||||
"results": [
|
||||
{
|
||||
"dataset": "balance-scale",
|
||||
"samples": 625,
|
||||
"features": 4,
|
||||
"classes": 3,
|
||||
"hyperparameters": {
|
||||
"n_estimators": 3,
|
||||
"n_jobs": 3
|
||||
},
|
||||
"nodes": 16.92,
|
||||
"leaves": 8.96,
|
||||
"depth": 6.0,
|
||||
"score": 0.9044800000000001,
|
||||
"score_std": 0.026504520369174778,
|
||||
"time": 0.12456632614135742,
|
||||
"time_std": 0.29874860657115293
|
||||
},
|
||||
{
|
||||
"dataset": "balloons",
|
||||
"samples": 16,
|
||||
"features": 4,
|
||||
"classes": 2,
|
||||
"hyperparameters": {
|
||||
"n_estimators": 3,
|
||||
"n_jobs": 3
|
||||
},
|
||||
"nodes": 3.6,
|
||||
"leaves": 2.3,
|
||||
"depth": 2.28,
|
||||
"score": 0.6883333333333332,
|
||||
"score_std": 0.2526580913232567,
|
||||
"time": 0.014460406303405761,
|
||||
"time_std": 0.005362992475899013
|
||||
},
|
||||
{
|
||||
"dataset": "breast-cancer-wisc-diag",
|
||||
"samples": 569,
|
||||
"features": 30,
|
||||
"classes": 2,
|
||||
"hyperparameters": {
|
||||
"n_estimators": 3,
|
||||
"n_jobs": 3
|
||||
},
|
||||
"nodes": 5.6,
|
||||
"leaves": 3.3,
|
||||
"depth": 2.92,
|
||||
"score": 0.9623893805309734,
|
||||
"score_std": 0.022281611782755523,
|
||||
"time": 0.03494454383850098,
|
||||
"time_std": 0.02030641722752204
|
||||
},
|
||||
{
|
||||
"dataset": "breast-cancer-wisc-prog",
|
||||
"samples": 198,
|
||||
"features": 33,
|
||||
"classes": 2,
|
||||
"hyperparameters": {
|
||||
"n_estimators": 3,
|
||||
"n_jobs": 3
|
||||
},
|
||||
"nodes": 10.2,
|
||||
"leaves": 5.6,
|
||||
"depth": 4.16,
|
||||
"score": 0.7147435897435896,
|
||||
"score_std": 0.07419333895327909,
|
||||
"time": 0.04614598751068115,
|
||||
"time_std": 0.022390177418210727
|
||||
},
|
||||
{
|
||||
"dataset": "breast-cancer-wisc",
|
||||
"samples": 699,
|
||||
"features": 9,
|
||||
"classes": 2,
|
||||
"hyperparameters": {
|
||||
"n_estimators": 3,
|
||||
"n_jobs": 3
|
||||
},
|
||||
"nodes": 6.48,
|
||||
"leaves": 3.74,
|
||||
"depth": 3.38,
|
||||
"score": 0.9586505652620761,
|
||||
"score_std": 0.017852062125187012,
|
||||
"time": 0.039964723587036136,
|
||||
"time_std": 0.024165033100982843
|
||||
},
|
||||
{
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File diff suppressed because one or more lines are too long
@@ -923,5 +923,5 @@
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@@ -0,0 +1,927 @@
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||||
{
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||||
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||||
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||||
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{
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||||
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||||
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||||
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||||
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||||
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||||
{
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
{
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||||
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||||
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||||
{
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
],
|
||||
"title": "default",
|
||||
"version": "1.2.3"
|
||||
}
|
||||
Reference in New Issue
Block a user