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Ricardo Montañana Gómez
2022-01-13 23:44:12 +01:00
parent 6471f14639
commit 508d33cfe3
15 changed files with 8295 additions and 43 deletions
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results/exreport_accuracy.csv
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@@ -58,8 +58,8 @@ STree, cardiotocography-10clases, 0.8094129798398231, 0.023346080031830214
STree, cardiotocography-3clases, 0.904047500690417, 0.015332156149647586
STree, conn-bench-sonar-mines-rocks, 0.8320905923344947, 0.06095204566527709
STree, cylinder-bands, 0.7476127926898914, 0.04110007272505122
STree, dermatology, 0.9718326545723807, 0.020688266783058316
STree, echocardiogram, 0.848974358974359, 0.06695913759706462
STree, dermatology, 0.9729211403184006, 0.019813499795909784
STree, echocardiogram, 0.855156695156695, 0.06266151037590971
STree, fertility, 0.88, 0.0547722557505166
STree, haberman-survival, 0.735637228979376, 0.04346136548997221
STree, heart-hungarian, 0.8275219170075979, 0.05052827428335672
@@ -77,12 +77,12 @@ STree, musk-1, 0.9163881578947368, 0.027520787090975468
STree, oocytes_merluccius_nucleus_4d, 0.8351252989000477, 0.02209607725442717
STree, oocytes_merluccius_states_2f, 0.9179062649450025, 0.016316580296653664
STree, oocytes_trisopterus_nucleus_2f, 0.8009860085269921, 0.0218449453461112
STree, oocytes_trisopterus_states_5b, 0.9222488440521228, 0.017920300227679892
STree, oocytes_trisopterus_states_5b, 0.9224704257491143, 0.01772207930954525
STree, parkinsons, 0.882051282051282, 0.04783271309276316
STree, pima, 0.7692530345471521, 0.02618732989053553
STree, pittsburg-bridges-MATERIAL, 0.8677489177489177, 0.07122264688853039
STree, pittsburg-bridges-REL-L, 0.6645714285714286, 0.10801301676827298
STree, pittsburg-bridges-SPAN, 0.659766081871345, 0.11650021102545294
STree, pittsburg-bridges-REL-L, 0.6672857142857144, 0.09562399199889633
STree, pittsburg-bridges-SPAN, 0.6794736842105265, 0.10621707149419587
STree, pittsburg-bridges-T-OR-D, 0.8628095238095238, 0.0747571882042698
STree, planning, 0.7352702702702704, 0.06697755238925641
STree, post-operative, 0.711111111111111, 0.07535922203472521
@@ -105,23 +105,23 @@ ODTE, breast-cancer-wisc, 0.9692415210688591, 0.012072349303984906
ODTE, breast-cancer, 0.7359649122807018, 0.043381723438568644
ODTE, cardiotocography-10clases, 0.8377754211543773, 0.020035258312140675
ODTE, cardiotocography-3clases, 0.9158537420602043, 0.013571959275117652
ODTE, conn-bench-sonar-mines-rocks, 0.7854239256678279, 0.07210263797211701
ODTE, conn-bench-sonar-mines-rocks, 0.8123693379790938, 0.06633371697780069
ODTE, cylinder-bands, 0.7460803350466401, 0.04260435987279008
ODTE, dermatology, 0.9680081451314329, 0.023334849960359193
ODTE, echocardiogram, 0.8238746438746438, 0.06589070412230422
ODTE, dermatology, 0.9805997778600516, 0.012861009889409938
ODTE, echocardiogram, 0.8506267806267804, 0.0668016810446026
ODTE, fertility, 0.88, 0.0547722557505166
ODTE, haberman-survival, 0.7353569539925967, 0.048347683288816515
ODTE, heart-hungarian, 0.8214085330216249, 0.049935356113179924
ODTE, hepatitis, 0.8283870967741934, 0.0804358574219804
ODTE, ilpd-indian-liver, 0.7157987032124963, 0.04136086940136927
ODTE, ionosphere, 0.9059718309859154, 0.03471067999538322
ODTE, ionosphere, 0.9236418511066397, 0.030902950153905408
ODTE, iris, 0.964, 0.03255081497528987
ODTE, led-display, 0.7137000000000002, 0.025880687780659915
ODTE, libras, 0.8625, 0.047079031268550814
ODTE, low-res-spect, 0.9093969317580672, 0.035428439542986974
ODTE, lymphography, 0.832344827586207, 0.06549748038347303
ODTE, mammographic, 0.8288347366148531, 0.022955531218077037
ODTE, molec-biol-promoter, 0.7904329004329003, 0.0963032622623464
ODTE, molec-biol-promoter, 0.8264069264069264, 0.0853450879490483
ODTE, musk-1, 0.8548026315789474, 0.033674907626638946
ODTE, oocytes_merluccius_nucleus_4d, 0.8087986609277857, 0.02324664503616214
ODTE, oocytes_merluccius_states_2f, 0.9230946915351506, 0.015908353110954166
@@ -129,13 +129,13 @@ ODTE, oocytes_trisopterus_nucleus_2f, 0.8073500270221581, 0.022955567972911185
ODTE, oocytes_trisopterus_states_5b, 0.9267387257551191, 0.01807476944375977
ODTE, parkinsons, 0.9066666666666667, 0.04522134909753559
ODTE, pima, 0.7728910958322721, 0.02900120258111359
ODTE, pittsburg-bridges-MATERIAL, 0.8277922077922077, 0.07594184145809477
ODTE, pittsburg-bridges-REL-L, 0.6884761904761906, 0.09103880212339951
ODTE, pittsburg-bridges-MATERIAL, 0.8468831168831169, 0.08338454602215076
ODTE, pittsburg-bridges-REL-L, 0.6885238095238095, 0.09206461548301977
ODTE, pittsburg-bridges-SPAN, 0.6746783625730994, 0.10284887278436884
ODTE, pittsburg-bridges-T-OR-D, 0.8664761904761904, 0.07649172587269897
ODTE, planning, 0.714924924924925, 0.07235508746526072
ODTE, post-operative, 0.711111111111111, 0.07535922203472521
ODTE, seeds, 0.9376190476190476, 0.04009342830436526
ODTE, seeds, 0.9390476190476191, 0.03814282741809672
ODTE, statlog-australian-credit, 0.6782608695652174, 0.03904983647915211
ODTE, statlog-german-credit, 0.7576, 0.029227384419410526
ODTE, statlog-heart, 0.8362962962962963, 0.043879120650725585
@@ -293,3 +293,52 @@ Cart, tic-tac-toe, 0.9522851221640489, 0.018529859619663462
Cart, vertebral-column-2clases, 0.7996774193548387, 0.04231712199258938
Cart, wine, 0.9015873015873015, 0.0526003102936011
Cart, zoo, 0.9555714285714286, 0.044427856881917915
TBRaF, balance-scale, 0.8953454189122978, 0.022741676582529735
TBRaF, balloons, 0.6375, 0.23612831034708318
TBRaF, breast-cancer-wisc-diag, 0.9722372697724811, 0.013193347862443736
TBRaF, breast-cancer-wisc-prog, 0.801140456182473, 0.05994146019366561
TBRaF, breast-cancer-wisc, 0.9659555815312683, 0.005950091126381175
TBRaF, breast-cancer, 0.7286899479066178, 0.03984981626400103
TBRaF, cardiotocography-10clases, 0.8202193814636972, 0.01739911747255466
TBRaF, cardiotocography-3clases, 0.9169284828441506, 0.013566160126554549
TBRaF, conn-bench-sonar-mines-rocks, 0.7951923076923076, 0.07468270889009636
TBRaF, cylinder-bands, 0.741796875, 0.035978148493171665
TBRaF, dermatology, 0.9743294340068533, 0.015132717360147771
TBRaF, echocardiogram, 0.8470982142857144, 0.04121407375891862
TBRaF, fertility, 0.8800000000000002, 0.051910854761844004
TBRaF, haberman-survival, 0.7405026990553306, 0.04442778063213871
TBRaF, heart-hungarian, 0.8126301369863015, 0.057533110542947526
TBRaF, hepatitis, 0.8308087291399229, 0.030786481618938533
TBRaF, ilpd-indian-liver, 0.7098485554520038, 0.031224720356411013
TBRaF, ionosphere, 0.9350574712643678, 0.03531528446913812
TBRaF, iris, 0.9625086625086627, 0.02370416415994463
TBRaF, led-display, 0.7094000000000001, 0.027106806292302686
TBRaF, libras, 0.8383333333333335, 0.03352285304703726
TBRaF, low-res-spect, 0.8998569023569024, 0.022206124787346834
TBRaF, lymphography, 0.831081081081081, 0.04545804034502076
TBRaF, mammographic, 0.8293430152143845, 0.022325145379837995
TBRaF, molec-biol-promoter, 0.794368131868132, 0.042506789311613606
TBRaF, musk-1, 0.8705882352941179, 0.018770697324449064
TBRaF, oocytes_merluccius_nucleus_4d, 0.8361738002594036, 0.023646960865420237
TBRaF, oocytes_merluccius_states_2f, 0.9211375600823988, 0.013621133831921262
TBRaF, oocytes_trisopterus_nucleus_2f, 0.8346491228070174, 0.019722730155514016
TBRaF, oocytes_trisopterus_states_5b, 0.9267543859649121, 0.016105637325993502
TBRaF, parkinsons, 0.9065563725490199, 0.036550967533778844
TBRaF, pima, 0.7598958333333333, 0.02539774065272653
TBRaF, pittsburg-bridges-MATERIAL, 0.8623626373626376, 0.0348290886939921
TBRaF, pittsburg-bridges-REL-L, 0.6769999999999998, 0.07276627091310475
TBRaF, pittsburg-bridges-SPAN, 0.6695652173913043, 0.09076335312240773
TBRaF, pittsburg-bridges-T-OR-D, 0.8637777777777778, 0.06843987900691363
TBRaF, planning, 0.7153900709219856, 0.05557611621471211
TBRaF, post-operative, 0.707007575757576, 0.10139602230667759
TBRaF, seeds, 0.9382834757834757, 0.02898456949329258
TBRaF, statlog-australian-credit, 0.6782812082330928, 0.03941790588788404
TBRaF, statlog-german-credit, 0.7564000000000001, 0.023820380482179344
TBRaF, statlog-heart, 0.8361345446679644, 0.04254934551175193
TBRaF, statlog-image, 0.9674410251344728, 0.006959752116959574
TBRaF, statlog-vehicle, 0.775183009589925, 0.018288978222964162
TBRaF, synthetic-control, 0.9883333333333335, 0.007761051354594609
TBRaF, tic-tac-toe, 0.9768216462091356, 0.010279827512750403
TBRaF, vertebral-column-2clases, 0.8508877198750617, 0.031040561304764965
TBRaF, wine, 0.9764822134387352, 0.022205967648691833
TBRaF, zoo, 0.9305384615384614, 0.04073835818326603
1 classifier dataset accuracy stdev
58 STree cardiotocography-3clases 0.904047500690417 0.015332156149647586
59 STree conn-bench-sonar-mines-rocks 0.8320905923344947 0.06095204566527709
60 STree cylinder-bands 0.7476127926898914 0.04110007272505122
61 STree dermatology 0.9718326545723807 0.9729211403184006 0.020688266783058316 0.019813499795909784
62 STree echocardiogram 0.848974358974359 0.855156695156695 0.06695913759706462 0.06266151037590971
63 STree fertility 0.88 0.0547722557505166
64 STree haberman-survival 0.735637228979376 0.04346136548997221
65 STree heart-hungarian 0.8275219170075979 0.05052827428335672
77 STree oocytes_merluccius_nucleus_4d 0.8351252989000477 0.02209607725442717
78 STree oocytes_merluccius_states_2f 0.9179062649450025 0.016316580296653664
79 STree oocytes_trisopterus_nucleus_2f 0.8009860085269921 0.0218449453461112
80 STree oocytes_trisopterus_states_5b 0.9222488440521228 0.9224704257491143 0.017920300227679892 0.01772207930954525
81 STree parkinsons 0.882051282051282 0.04783271309276316
82 STree pima 0.7692530345471521 0.02618732989053553
83 STree pittsburg-bridges-MATERIAL 0.8677489177489177 0.07122264688853039
84 STree pittsburg-bridges-REL-L 0.6645714285714286 0.6672857142857144 0.10801301676827298 0.09562399199889633
85 STree pittsburg-bridges-SPAN 0.659766081871345 0.6794736842105265 0.11650021102545294 0.10621707149419587
86 STree pittsburg-bridges-T-OR-D 0.8628095238095238 0.0747571882042698
87 STree planning 0.7352702702702704 0.06697755238925641
88 STree post-operative 0.711111111111111 0.07535922203472521
105 ODTE breast-cancer 0.7359649122807018 0.043381723438568644
106 ODTE cardiotocography-10clases 0.8377754211543773 0.020035258312140675
107 ODTE cardiotocography-3clases 0.9158537420602043 0.013571959275117652
108 ODTE conn-bench-sonar-mines-rocks 0.7854239256678279 0.8123693379790938 0.07210263797211701 0.06633371697780069
109 ODTE cylinder-bands 0.7460803350466401 0.04260435987279008
110 ODTE dermatology 0.9680081451314329 0.9805997778600516 0.023334849960359193 0.012861009889409938
111 ODTE echocardiogram 0.8238746438746438 0.8506267806267804 0.06589070412230422 0.0668016810446026
112 ODTE fertility 0.88 0.0547722557505166
113 ODTE haberman-survival 0.7353569539925967 0.048347683288816515
114 ODTE heart-hungarian 0.8214085330216249 0.049935356113179924
115 ODTE hepatitis 0.8283870967741934 0.0804358574219804
116 ODTE ilpd-indian-liver 0.7157987032124963 0.04136086940136927
117 ODTE ionosphere 0.9059718309859154 0.9236418511066397 0.03471067999538322 0.030902950153905408
118 ODTE iris 0.964 0.03255081497528987
119 ODTE led-display 0.7137000000000002 0.025880687780659915
120 ODTE libras 0.8625 0.047079031268550814
121 ODTE low-res-spect 0.9093969317580672 0.035428439542986974
122 ODTE lymphography 0.832344827586207 0.06549748038347303
123 ODTE mammographic 0.8288347366148531 0.022955531218077037
124 ODTE molec-biol-promoter 0.7904329004329003 0.8264069264069264 0.0963032622623464 0.0853450879490483
125 ODTE musk-1 0.8548026315789474 0.033674907626638946
126 ODTE oocytes_merluccius_nucleus_4d 0.8087986609277857 0.02324664503616214
127 ODTE oocytes_merluccius_states_2f 0.9230946915351506 0.015908353110954166
129 ODTE oocytes_trisopterus_states_5b 0.9267387257551191 0.01807476944375977
130 ODTE parkinsons 0.9066666666666667 0.04522134909753559
131 ODTE pima 0.7728910958322721 0.02900120258111359
132 ODTE pittsburg-bridges-MATERIAL 0.8277922077922077 0.8468831168831169 0.07594184145809477 0.08338454602215076
133 ODTE pittsburg-bridges-REL-L 0.6884761904761906 0.6885238095238095 0.09103880212339951 0.09206461548301977
134 ODTE pittsburg-bridges-SPAN 0.6746783625730994 0.10284887278436884
135 ODTE pittsburg-bridges-T-OR-D 0.8664761904761904 0.07649172587269897
136 ODTE planning 0.714924924924925 0.07235508746526072
137 ODTE post-operative 0.711111111111111 0.07535922203472521
138 ODTE seeds 0.9376190476190476 0.9390476190476191 0.04009342830436526 0.03814282741809672
139 ODTE statlog-australian-credit 0.6782608695652174 0.03904983647915211
140 ODTE statlog-german-credit 0.7576 0.029227384419410526
141 ODTE statlog-heart 0.8362962962962963 0.043879120650725585
293 Cart vertebral-column-2clases 0.7996774193548387 0.04231712199258938
294 Cart wine 0.9015873015873015 0.0526003102936011
295 Cart zoo 0.9555714285714286 0.044427856881917915
296 TBRaF balance-scale 0.8953454189122978 0.022741676582529735
297 TBRaF balloons 0.6375 0.23612831034708318
298 TBRaF breast-cancer-wisc-diag 0.9722372697724811 0.013193347862443736
299 TBRaF breast-cancer-wisc-prog 0.801140456182473 0.05994146019366561
300 TBRaF breast-cancer-wisc 0.9659555815312683 0.005950091126381175
301 TBRaF breast-cancer 0.7286899479066178 0.03984981626400103
302 TBRaF cardiotocography-10clases 0.8202193814636972 0.01739911747255466
303 TBRaF cardiotocography-3clases 0.9169284828441506 0.013566160126554549
304 TBRaF conn-bench-sonar-mines-rocks 0.7951923076923076 0.07468270889009636
305 TBRaF cylinder-bands 0.741796875 0.035978148493171665
306 TBRaF dermatology 0.9743294340068533 0.015132717360147771
307 TBRaF echocardiogram 0.8470982142857144 0.04121407375891862
308 TBRaF fertility 0.8800000000000002 0.051910854761844004
309 TBRaF haberman-survival 0.7405026990553306 0.04442778063213871
310 TBRaF heart-hungarian 0.8126301369863015 0.057533110542947526
311 TBRaF hepatitis 0.8308087291399229 0.030786481618938533
312 TBRaF ilpd-indian-liver 0.7098485554520038 0.031224720356411013
313 TBRaF ionosphere 0.9350574712643678 0.03531528446913812
314 TBRaF iris 0.9625086625086627 0.02370416415994463
315 TBRaF led-display 0.7094000000000001 0.027106806292302686
316 TBRaF libras 0.8383333333333335 0.03352285304703726
317 TBRaF low-res-spect 0.8998569023569024 0.022206124787346834
318 TBRaF lymphography 0.831081081081081 0.04545804034502076
319 TBRaF mammographic 0.8293430152143845 0.022325145379837995
320 TBRaF molec-biol-promoter 0.794368131868132 0.042506789311613606
321 TBRaF musk-1 0.8705882352941179 0.018770697324449064
322 TBRaF oocytes_merluccius_nucleus_4d 0.8361738002594036 0.023646960865420237
323 TBRaF oocytes_merluccius_states_2f 0.9211375600823988 0.013621133831921262
324 TBRaF oocytes_trisopterus_nucleus_2f 0.8346491228070174 0.019722730155514016
325 TBRaF oocytes_trisopterus_states_5b 0.9267543859649121 0.016105637325993502
326 TBRaF parkinsons 0.9065563725490199 0.036550967533778844
327 TBRaF pima 0.7598958333333333 0.02539774065272653
328 TBRaF pittsburg-bridges-MATERIAL 0.8623626373626376 0.0348290886939921
329 TBRaF pittsburg-bridges-REL-L 0.6769999999999998 0.07276627091310475
330 TBRaF pittsburg-bridges-SPAN 0.6695652173913043 0.09076335312240773
331 TBRaF pittsburg-bridges-T-OR-D 0.8637777777777778 0.06843987900691363
332 TBRaF planning 0.7153900709219856 0.05557611621471211
333 TBRaF post-operative 0.707007575757576 0.10139602230667759
334 TBRaF seeds 0.9382834757834757 0.02898456949329258
335 TBRaF statlog-australian-credit 0.6782812082330928 0.03941790588788404
336 TBRaF statlog-german-credit 0.7564000000000001 0.023820380482179344
337 TBRaF statlog-heart 0.8361345446679644 0.04254934551175193
338 TBRaF statlog-image 0.9674410251344728 0.006959752116959574
339 TBRaF statlog-vehicle 0.775183009589925 0.018288978222964162
340 TBRaF synthetic-control 0.9883333333333335 0.007761051354594609
341 TBRaF tic-tac-toe 0.9768216462091356 0.010279827512750403
342 TBRaF vertebral-column-2clases 0.8508877198750617 0.031040561304764965
343 TBRaF wine 0.9764822134387352 0.022205967648691833
344 TBRaF zoo 0.9305384615384614 0.04073835818326603