Files
benchmark/results/results_accuracy_TBRRoF_bart_2022-02-01_23:26:39_0.json

2 lines
13 KiB
JSON

{"score_name":"accuracy","title":"test results","model":"TBRRoF","version":"1.1","stratified":0,"folds":5,"date":"2022-02-01","time":"23:26:39","duration":66423.739642,"seeds":[57,31,1714,17,23,79,83,97,7,1],"platform":"bart","results":[{"dataset":"balance-scale","samples":625,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.125,\"c3\":0.0625}","nodes":79.1986,"leaves":0,"depth":0,"score":0.90140494855463016,"score_std":0.020974187441966267,"time":4.66221394,"time_std":0.77553162341959059},{"dataset":"balloons","samples":16,"features":4,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":6.2876,"leaves":0,"depth":0,"score":0.62625,"score_std":0.22970034554549243,"time":0.22923020999999996,"time_std":0.01907197927729758},{"dataset":"breast-cancer-wisc-diag","samples":569,"features":30,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":31.3262,"leaves":0,"depth":0,"score":0.972790308283266,"score_std":0.011646391706386938,"time":3.4183514799999997,"time_std":0.14087329664003312},{"dataset":"breast-cancer-wisc-prog","samples":198,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.25}","nodes":47.662199999999991,"leaves":0,"depth":0,"score":0.80794717887154877,"score_std":0.054712089777773538,"time":2.03108018,"time_std":0.10354210959180425},{"dataset":"breast-cancer-wisc","samples":699,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":32.801,"leaves":0,"depth":0,"score":0.96784677576465972,"score_std":0.012071613708708363,"time":6.655062755,"time_std":0.36975990178626722},{"dataset":"breast-cancer","samples":286,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":32}","nodes":43.315599999999996,"leaves":0,"depth":0,"score":0.73224483889639236,"score_std":0.043630420531337005,"time":2.8160639649999997,"time_std":0.26120140358833516},{"dataset":"cardiotocography-10clases","samples":2126,"features":21,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":637.4442,"leaves":0,"depth":0,"score":0.82881382431816486,"score_std":0.01645252887633946,"time":49.566486999999995,"time_std":2.5809216541126583},{"dataset":"cardiotocography-3clases","samples":2126,"features":21,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":252.53099999999995,"leaves":0,"depth":0,"score":0.92248198909629253,"score_std":0.011610247810599902,"time":51.220852529999995,"time_std":3.6892266405694603},{"dataset":"conn-bench-sonar-mines-rocks","samples":208,"features":60,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":2}","nodes":36.9304,"leaves":0,"depth":0,"score":0.83163461538461536,"score_std":0.053061035111626353,"time":2.110954975,"time_std":0.08766496007309571},{"dataset":"cylinder-bands","samples":512,"features":35,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":1}","nodes":139.96660000000003,"leaves":0,"depth":0,"score":0.7658203125,"score_std":0.035620473758958583,"time":6.24353304,"time_std":0.1615033203317483},{"dataset":"dermatology","samples":366,"features":34,"classes":6,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":56.037600000000005,"leaves":0,"depth":0,"score":0.97425085667021138,"score_std":0.016326328986213518,"time":3.5738765549999996,"time_std":0.14523335415185448},{"dataset":"echocardiogram","samples":131,"features":10,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":8}","nodes":11.3,"leaves":0,"depth":0,"score":0.84966071428571421,"score_std":0.054321926562541062,"time":0.79302305000000006,"time_std":0.082208563743146945},{"dataset":"fertility","samples":100,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":1}","nodes":20.5294,"leaves":0,"depth":0,"score":0.88100000000000034,"score_std":0.060740820180344164,"time":0.85644758,"time_std":0.095349376793285534},{"dataset":"haberman-survival","samples":306,"features":3,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":8}","nodes":22.2834,"leaves":0,"depth":0,"score":0.73542510121457472,"score_std":0.038995184638527455,"time":1.378569975,"time_std":0.11679492395434779},{"dataset":"heart-hungarian","samples":294,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.03125}","nodes":14.4954,"leaves":0,"depth":0,"score":0.81616164383561629,"score_std":0.040168903521454552,"time":1.6205070000000001,"time_std":0.12933749098145089},{"dataset":"hepatitis","samples":155,"features":19,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":34.11160000000001,"leaves":0,"depth":0,"score":0.82043966623876774,"score_std":0.046380799689243843,"time":1.385902725,"time_std":0.074446234317996421},{"dataset":"ilpd-indian-liver","samples":583,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":72.225,"leaves":0,"depth":0,"score":0.71334599254426834,"score_std":0.031872973928089465,"time":5.1251415799999993,"time_std":0.24324083294972063},{"dataset":"ionosphere","samples":351,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.25}","nodes":40.623000000000005,"leaves":0,"depth":0,"score":0.94471839080459741,"score_std":0.0225519095169486,"time":2.670457015,"time_std":0.09291084129532895},{"dataset":"iris","samples":150,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.03125}","nodes":16.070199999999996,"leaves":0,"depth":0,"score":0.963991683991684,"score_std":0.024662265834751548,"time":0.82847208499999991,"time_std":0.059996864320137781},{"dataset":"led-display","samples":1000,"features":7,"classes":10,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":72.7438,"leaves":0,"depth":0,"score":0.68202,"score_std":0.052332139879061004,"time":9.3785953399999986,"time_std":0.51077358500780257},{"dataset":"libras","samples":360,"features":90,"classes":15,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":123.29540000000003,"leaves":0,"depth":0,"score":0.87827777777777749,"score_std":0.034356121338003941,"time":9.99913412,"time_std":0.27930567519165611},{"dataset":"low-res-spect","samples":531,"features":100,"classes":9,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":67.955999999999989,"leaves":0,"depth":0,"score":0.89999579124579088,"score_std":0.026355170969855124,"time":7.6362712049999981,"time_std":0.25414308786500717},{"dataset":"lymphography","samples":148,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":43.4748,"leaves":0,"depth":0,"score":0.84567567567567581,"score_std":0.060196315780887778,"time":1.87330349,"time_std":0.089875510070049972},{"dataset":"mammographic","samples":961,"features":5,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":66.434,"leaves":0,"depth":0,"score":0.825994726832642,"score_std":0.020863174258699244,"time":5.1262938700000005,"time_std":0.20556911232508565},{"dataset":"molec-biol-promoter","samples":106,"features":57,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":1}","nodes":22.555200000000003,"leaves":0,"depth":0,"score":0.804642857142857,"score_std":0.068774739049132241,"time":1.16658754,"time_std":0.054748367350599417},{"dataset":"musk-1","samples":476,"features":166,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.25}","nodes":63.454199999999993,"leaves":0,"depth":0,"score":0.88857142857142846,"score_std":0.028070486092122676,"time":4.6212999299999993,"time_std":0.1467036661096621},{"dataset":"oocytes_merluccius_nucleus_4d","samples":1022,"features":41,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":234.5504,"leaves":0,"depth":0,"score":0.83608529793240249,"score_std":0.022764354316253614,"time":11.33562804,"time_std":0.30498927407135384},{"dataset":"oocytes_merluccius_states_2f","samples":1022,"features":25,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":117.18700000000001,"leaves":0,"depth":0,"score":0.925727702754253,"score_std":0.015244450362084758,"time":10.85763678,"time_std":0.32394040862590018},{"dataset":"oocytes_trisopterus_nucleus_2f","samples":912,"features":25,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":224.95000000000005,"leaves":0,"depth":0,"score":0.83085526315789493,"score_std":0.023920401839877869,"time":9.51868191,"time_std":0.22103468495427603},{"dataset":"oocytes_trisopterus_states_5b","samples":912,"features":32,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":116.1124,"leaves":0,"depth":0,"score":0.93081140350877145,"score_std":0.016188006161900505,"time":9.221637235,"time_std":0.4813525809607731},{"dataset":"parkinsons","samples":195,"features":22,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":30.739,"leaves":0,"depth":0,"score":0.92965073529411735,"score_std":0.032671549062437105,"time":1.3232995549999997,"time_std":0.061914404801358708},{"dataset":"pima","samples":768,"features":8,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.25}","nodes":18.5072,"leaves":0,"depth":0,"score":0.768046875,"score_std":0.028059285918720294,"time":8.3215820400000027,"time_std":0.58601865907432038},{"dataset":"pittsburg-bridges-MATERIAL","samples":106,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":13.343200000000001,"leaves":0,"depth":0,"score":0.86222527472527455,"score_std":0.052722850566474563,"time":0.74326904500000013,"time_std":0.091055611984558013},{"dataset":"pittsburg-bridges-REL-L","samples":103,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":8}","nodes":30.525999999999996,"leaves":0,"depth":0,"score":0.68649285714285713,"score_std":0.086233388323892865,"time":1.40873868,"time_std":0.099968211105007143},{"dataset":"pittsburg-bridges-SPAN","samples":92,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":32}","nodes":25.781399999999998,"leaves":0,"depth":0,"score":0.69,"score_std":0.082276276536841289,"time":1.21049484,"time_std":0.078438649218805154},{"dataset":"pittsburg-bridges-T-OR-D","samples":102,"features":7,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.25}","nodes":16.423000000000002,"leaves":0,"depth":0,"score":0.86703703703703749,"score_std":0.061972992656193424,"time":0.71994379,"time_std":0.094942492670078663},{"dataset":"planning","samples":182,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":55.239999999999988,"leaves":0,"depth":0,"score":0.72131442080378294,"score_std":0.066016716379984117,"time":2.0927999799999997,"time_std":0.19140720371876493},{"dataset":"post-operative","samples":90,"features":8,"classes":3,"hyperparameters":"{\"c1\":8,\"c3\":0.0625}","nodes":2.1086,"leaves":0,"depth":0,"score":0.71113636363636379,"score_std":0.085979720738302318,"time":0.25482585999999996,"time_std":0.037029033995278855},{"dataset":"seeds","samples":210,"features":7,"classes":3,"hyperparameters":"{\"c1\":8,\"c3\":0.03125}","nodes":12.483600000000001,"leaves":0,"depth":0,"score":0.94440527065527025,"score_std":0.028495324914992532,"time":1.2232344,"time_std":0.074037145211273359},{"dataset":"statlog-australian-credit","samples":690,"features":14,"classes":2,"hyperparameters":"{\"c1\":8,\"c3\":0.0625}","nodes":1.0002,"leaves":0,"depth":0,"score":0.67824378508420213,"score_std":0.03252400544236074,"time":1.2564330049999999,"time_std":0.029049944043312251},{"dataset":"statlog-german-credit","samples":1000,"features":24,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.5}","nodes":287.91900000000004,"leaves":0,"depth":0,"score":0.75544000000000011,"score_std":0.024236821524035296,"time":12.296308605000002,"time_std":0.31571538371966495},{"dataset":"statlog-heart","samples":270,"features":13,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":1}","nodes":16.5686,"leaves":0,"depth":0,"score":0.83449167207441066,"score_std":0.039918460481589944,"time":1.4602319650000002,"time_std":0.074266537358624568},{"dataset":"statlog-image","samples":2310,"features":18,"classes":7,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":176.31839999999997,"leaves":0,"depth":0,"score":0.97503945127408453,"score_std":0.0068368202942903217,"time":40.042365030000006,"time_std":2.4115019665065471},{"dataset":"statlog-vehicle","samples":846,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":252.132,"leaves":0,"depth":0,"score":0.78497652582159616,"score_std":0.025662320953210447,"time":12.423872055000002,"time_std":0.29179386734085183},{"dataset":"synthetic-control","samples":600,"features":60,"classes":6,"hyperparameters":"{\"c1\":0.125,\"c3\":0.5}","nodes":64.01260000000002,"leaves":0,"depth":0,"score":0.99049999999999949,"score_std":0.0074254154824187251,"time":5.71310101,"time_std":0.1375312295578659},{"dataset":"tic-tac-toe","samples":958,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":207.08960000000002,"leaves":0,"depth":0,"score":0.98442177815587062,"score_std":0.0081021610826081825,"time":8.59961786,"time_std":0.19649865231747343},{"dataset":"vertebral-column-2clases","samples":310,"features":6,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":63.1968,"leaves":0,"depth":0,"score":0.84974930133157967,"score_std":0.034825959078440445,"time":2.6725727950000002,"time_std":0.152435620451076},{"dataset":"wine","samples":178,"features":13,"classes":3,"hyperparameters":"{\"c1\":4,\"c3\":0.03125}","nodes":17.9936,"leaves":0,"depth":0,"score":0.97983201581027657,"score_std":0.021991180351686082,"time":1.25844682,"time_std":0.0716285663928511},{"dataset":"zoo","samples":101,"features":16,"classes":7,"hyperparameters":"{\"c1\":0.125,\"c3\":0.0625}","nodes":22.143199999999997,"leaves":0,"depth":0,"score":0.94063076923076949,"score_std":0.047150983529899118,"time":1.1762637750000002,"time_std":0.073429900717016688}]}