mirror of
https://github.com/Doctorado-ML/benchmark.git
synced 2025-08-15 23:45:54 +00:00
2 lines
13 KiB
JSON
2 lines
13 KiB
JSON
{"score_name":"accuracy","title":"test results","model":"TBRRoF","version":"1.1","stratified":0,"folds":5,"date":"2022-02-05","time":"04:09:01","duration":61431.796756000011,"seeds":[57,31,1714,17,23,79,83,97,7,1],"platform":"Galgo","results":[{"dataset":"balance-scale","samples":625,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.125,\"c3\":0.0625}","nodes":79.1028,"leaves":0,"depth":0,"score":0.901373101420872,"score_std":0.022334306403527879,"time":2.9960897799999997,"time_std":0.4690580760465638},{"dataset":"balloons","samples":16,"features":4,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":6.269,"leaves":0,"depth":0,"score":0.63125,"score_std":0.24675978085424738,"time":0.149301135,"time_std":0.015789045235033838},{"dataset":"breast-cancer-wisc-diag","samples":569,"features":30,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":31.2984,"leaves":0,"depth":0,"score":0.97342706589185468,"score_std":0.012495363866519674,"time":2.1593733299999998,"time_std":0.10209409657092944},{"dataset":"breast-cancer-wisc-prog","samples":198,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.25}","nodes":47.7126,"leaves":0,"depth":0,"score":0.80577230892356932,"score_std":0.054278535082331693,"time":1.33229267,"time_std":0.1014445238127672},{"dataset":"breast-cancer-wisc","samples":699,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":32.7888,"leaves":0,"depth":0,"score":0.96815897136177653,"score_std":0.011701466896010872,"time":3.5825848,"time_std":0.20993595978568241},{"dataset":"breast-cancer","samples":286,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":32}","nodes":43.1042,"leaves":0,"depth":0,"score":0.73547752267026834,"score_std":0.048273677401431632,"time":1.7726275999999999,"time_std":0.19733555752582999},{"dataset":"cardiotocography-10clases","samples":2126,"features":21,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":636.8346,"leaves":0,"depth":0,"score":0.82736060320186,"score_std":0.017378412913911217,"time":46.069614930000007,"time_std":2.8061941221086109},{"dataset":"cardiotocography-3clases","samples":2126,"features":21,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":252.8436,"leaves":0,"depth":0,"score":0.92178579126078108,"score_std":0.011162642261240092,"time":75.242760379999993,"time_std":6.3211974494333258},{"dataset":"conn-bench-sonar-mines-rocks","samples":208,"features":60,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":2}","nodes":36.8654,"leaves":0,"depth":0,"score":0.82644230769230786,"score_std":0.048712936473728929,"time":1.3707869700000002,"time_std":0.090795915903098393},{"dataset":"cylinder-bands","samples":512,"features":35,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":1}","nodes":140.2566,"leaves":0,"depth":0,"score":0.7666796875,"score_std":0.035363297521818826,"time":4.300490405,"time_std":0.14090925640875876},{"dataset":"dermatology","samples":366,"features":34,"classes":6,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":55.7604,"leaves":0,"depth":0,"score":0.97424613021387219,"score_std":0.015535757000148807,"time":2.363797145,"time_std":0.11057611592727326},{"dataset":"echocardiogram","samples":131,"features":10,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":8}","nodes":11.151799999999998,"leaves":0,"depth":0,"score":0.8495625,"score_std":0.052669634494457163,"time":0.497318725,"time_std":0.062040747450530266},{"dataset":"fertility","samples":100,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":1}","nodes":20.5108,"leaves":0,"depth":0,"score":0.87900000000000045,"score_std":0.056059910522932486,"time":0.53509799,"time_std":0.061975353511328768},{"dataset":"haberman-survival","samples":306,"features":3,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":8}","nodes":22.2514,"leaves":0,"depth":0,"score":0.73571187584345477,"score_std":0.041350452631072912,"time":0.93634775499999989,"time_std":0.080359674429386255},{"dataset":"heart-hungarian","samples":294,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.03125}","nodes":14.420799999999996,"leaves":0,"depth":0,"score":0.81748036529680346,"score_std":0.03574912749005945,"time":1.0010320799999999,"time_std":0.063272787206174089},{"dataset":"hepatitis","samples":155,"features":19,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":34.114000000000004,"leaves":0,"depth":0,"score":0.82175866495507077,"score_std":0.050920190680527742,"time":0.86810635499999989,"time_std":0.049598466070552377},{"dataset":"ilpd-indian-liver","samples":583,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":72.730199999999982,"leaves":0,"depth":0,"score":0.71103285181733455,"score_std":0.033219668887470147,"time":3.2170715949999997,"time_std":0.17386322371092955},{"dataset":"ionosphere","samples":351,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.25}","nodes":40.793800000000005,"leaves":0,"depth":0,"score":0.94494827586206864,"score_std":0.023189771370215096,"time":2.0014846550000005,"time_std":0.11555746124992801},{"dataset":"iris","samples":150,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.03125}","nodes":16.129399999999997,"leaves":0,"depth":0,"score":0.96582813582813576,"score_std":0.02676690588381821,"time":0.50077934,"time_std":0.033072561842538643},{"dataset":"led-display","samples":1000,"features":7,"classes":10,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":74.033799999999985,"leaves":0,"depth":0,"score":0.68156,"score_std":0.056666230759974776,"time":6.5232026249999988,"time_std":0.52368801613216864},{"dataset":"libras","samples":360,"features":90,"classes":15,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":123.4694,"leaves":0,"depth":0,"score":0.88016666666666654,"score_std":0.036790351937122032,"time":6.0025755000000007,"time_std":0.2661895173867162},{"dataset":"low-res-spect","samples":531,"features":100,"classes":9,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":67.9154,"leaves":0,"depth":0,"score":0.89922390572390543,"score_std":0.025261213615688522,"time":5.0466528849999985,"time_std":0.35215582983033122},{"dataset":"lymphography","samples":148,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":43.544200000000004,"leaves":0,"depth":0,"score":0.85364864864864876,"score_std":0.051357248208566929,"time":1.149767,"time_std":0.058044605323888894},{"dataset":"mammographic","samples":961,"features":5,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":65.78479999999999,"leaves":0,"depth":0,"score":0.8280522130013831,"score_std":0.020736800209974978,"time":3.5754642699999994,"time_std":0.15814232116722551},{"dataset":"molec-biol-promoter","samples":106,"features":57,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":1}","nodes":22.507400000000004,"leaves":0,"depth":0,"score":0.7946428571428571,"score_std":0.071422597735906937,"time":0.72491658,"time_std":0.039933474517109609},{"dataset":"musk-1","samples":476,"features":166,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.25}","nodes":63.443000000000019,"leaves":0,"depth":0,"score":0.88869747899159646,"score_std":0.026054540472479033,"time":3.17741785,"time_std":0.13833564900079023},{"dataset":"oocytes_merluccius_nucleus_4d","samples":1022,"features":41,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":234.784,"leaves":0,"depth":0,"score":0.83807278553444742,"score_std":0.021149025869688552,"time":8.26547233,"time_std":0.29237853091908633},{"dataset":"oocytes_merluccius_states_2f","samples":1022,"features":25,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":116.89939999999999,"leaves":0,"depth":0,"score":0.92533905546654438,"score_std":0.015854930005537667,"time":11.040107649999998,"time_std":0.55612229799789525},{"dataset":"oocytes_trisopterus_nucleus_2f","samples":912,"features":25,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":224.9718,"leaves":0,"depth":0,"score":0.83206140350877222,"score_std":0.023451112609339259,"time":6.641610925,"time_std":0.178104079400148},{"dataset":"oocytes_trisopterus_states_5b","samples":912,"features":32,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":116.04620000000001,"leaves":0,"depth":0,"score":0.93127192982456108,"score_std":0.01664536703259397,"time":9.1665104550000009,"time_std":0.83559840474714753},{"dataset":"parkinsons","samples":195,"features":22,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":30.6904,"leaves":0,"depth":0,"score":0.93188725490196067,"score_std":0.03330032511327817,"time":0.892433915,"time_std":0.065705719979143831},{"dataset":"pima","samples":768,"features":8,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.25}","nodes":18.4252,"leaves":0,"depth":0,"score":0.76760416666666675,"score_std":0.029801178771012061,"time":4.4930422550000007,"time_std":0.29465512115079884},{"dataset":"pittsburg-bridges-MATERIAL","samples":106,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":12.7882,"leaves":0,"depth":0,"score":0.86001373626373623,"score_std":0.062416097784366457,"time":0.45416709499999997,"time_std":0.064954834708325623},{"dataset":"pittsburg-bridges-REL-L","samples":103,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":8}","nodes":30.560000000000006,"leaves":0,"depth":0,"score":0.68067857142857147,"score_std":0.0835301942684664,"time":0.89651090000000011,"time_std":0.077160620116636658},{"dataset":"pittsburg-bridges-SPAN","samples":92,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":32}","nodes":25.862800000000004,"leaves":0,"depth":0,"score":0.69326086956521749,"score_std":0.081450956088682858,"time":0.74964989,"time_std":0.0530740579373538},{"dataset":"pittsburg-bridges-T-OR-D","samples":102,"features":7,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.25}","nodes":16.461400000000005,"leaves":0,"depth":0,"score":0.87039259259259294,"score_std":0.060175858802933212,"time":0.465242875,"time_std":0.066285054814931452},{"dataset":"planning","samples":182,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":53.5448,"leaves":0,"depth":0,"score":0.71997399527186789,"score_std":0.061264496246305707,"time":1.2977195899999998,"time_std":0.1710539192588435},{"dataset":"post-operative","samples":90,"features":8,"classes":3,"hyperparameters":"{\"c1\":8,\"c3\":0.0625}","nodes":1.8384,"leaves":0,"depth":0,"score":0.71075757575757581,"score_std":0.079053147456278533,"time":0.138574955,"time_std":0.019755792672112457},{"dataset":"seeds","samples":210,"features":7,"classes":3,"hyperparameters":"{\"c1\":8,\"c3\":0.03125}","nodes":12.4894,"leaves":0,"depth":0,"score":0.94533119658119635,"score_std":0.029079807311245629,"time":0.73277779500000007,"time_std":0.055327477471685579},{"dataset":"statlog-australian-credit","samples":690,"features":14,"classes":2,"hyperparameters":"{\"c1\":8,\"c3\":0.0625}","nodes":1.002,"leaves":0,"depth":0,"score":0.6782665062817429,"score_std":0.029157752633879357,"time":0.74456774500000011,"time_std":0.055529612340384116},{"dataset":"statlog-german-credit","samples":1000,"features":24,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.5}","nodes":287.9598,"leaves":0,"depth":0,"score":0.75436,"score_std":0.025094602915316032,"time":8.2668600850000011,"time_std":0.19134821726341536},{"dataset":"statlog-heart","samples":270,"features":13,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":1}","nodes":16.382600000000004,"leaves":0,"depth":0,"score":0.83140060566731566,"score_std":0.039291552207106971,"time":0.91693561499999987,"time_std":0.059151701177886366},{"dataset":"statlog-image","samples":2310,"features":18,"classes":7,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":175.9788,"leaves":0,"depth":0,"score":0.97534184618792319,"score_std":0.0068750362966734022,"time":53.777554485,"time_std":3.5020095717280206},{"dataset":"statlog-vehicle","samples":846,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":252.46779999999998,"leaves":0,"depth":0,"score":0.78621064459426393,"score_std":0.023295692854367042,"time":8.1145325600000024,"time_std":0.18287087095803742},{"dataset":"synthetic-control","samples":600,"features":60,"classes":6,"hyperparameters":"{\"c1\":0.125,\"c3\":0.5}","nodes":63.817600000000013,"leaves":0,"depth":0,"score":0.99019999999999953,"score_std":0.0082102467606317009,"time":4.003807245,"time_std":0.19166418790911172},{"dataset":"tic-tac-toe","samples":958,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":207.505,"leaves":0,"depth":0,"score":0.98432307852566847,"score_std":0.0084043505158616569,"time":5.8497752249999984,"time_std":0.15266752329371686},{"dataset":"vertebral-column-2clases","samples":310,"features":6,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":62.843600000000009,"leaves":0,"depth":0,"score":0.84694229820812084,"score_std":0.035647033272906879,"time":1.6958406799999997,"time_std":0.092498075514233113},{"dataset":"wine","samples":178,"features":13,"classes":3,"hyperparameters":"{\"c1\":4,\"c3\":0.03125}","nodes":17.850800000000003,"leaves":0,"depth":0,"score":0.978334980237154,"score_std":0.020478084038677957,"time":0.744081755,"time_std":0.048340719809841927},{"dataset":"zoo","samples":101,"features":16,"classes":7,"hyperparameters":"{\"c1\":0.125,\"c3\":0.0625}","nodes":22.1948,"leaves":0,"depth":0,"score":0.94926153846153882,"score_std":0.048844629848786549,"time":0.714253405,"time_std":0.068231869515490137}]}
|