benchmark/results/results_accuracy_TBRaF_iMac27_2022-01-12_17:50:53_0.json

{"score_name":"accuracy","title":"test results","model":"TBRaF","version":"1.0","stratified":0,"folds":5,"date":"2022-01-12","time":"17:50:53","duration":1.1,"seeds":[57,31,1714,17,23,79,83,97,7,1],"platform":"iMac27","results":[{"dataset":"balance-scale","samples":625,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.0625}","nodes":37.4,"leaves":0,"depth":0,"score":0.763185938265556,"score_std":0.037213704344349507,"time":0.0326187948,"time_std":0.02422947126061736},{"dataset":"balloons","samples":16,"features":4,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":16}","nodes":3.7,"leaves":0,"depth":0,"score":0.5125,"score_std":0.2217603020807542,"time":0.0013868997499999996,"time_std":0.00096135192893379246},{"dataset":"breast-cancer-wisc-diag","samples":569,"features":30,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":17.5,"leaves":0,"depth":0,"score":0.940261499064316,"score_std":0.0179504099869642,"time":0.0245366818,"time_std":0.0039294098503481157},{"dataset":"breast-cancer-wisc-prog","samples":198,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":28.6,"leaves":0,"depth":0,"score":0.67258903561424566,"score_std":0.085142691062333617,"time":0.0100777153,"time_std":0.0015210238562214423},{"dataset":"breast-cancer-wisc","samples":699,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":27.4,"leaves":0,"depth":0,"score":0.9341564387297876,"score_std":0.024427467420690713,"time":0.022620408900000003,"time_std":0.005037898066486469},{"dataset":"breast-cancer","samples":286,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":62.9,"leaves":0,"depth":0,"score":0.65094539841790466,"score_std":0.061708953110653046,"time":0.021165263549999997,"time_std":0.0034775180869668566},{"dataset":"cardiotocography-10clases","samples":2126,"features":21,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":411.9,"leaves":0,"depth":0,"score":0.61927811520618459,"score_std":0.030493690922741724,"time":0.60813177405000007,"time_std":0.31524645217352831},{"dataset":"cardiotocography-3clases","samples":2126,"features":21,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":165.9,"leaves":0,"depth":0,"score":0.86106164516664718,"score_std":0.016594340498548171,"time":0.7054427173,"time_std":0.36073392835152296},{"dataset":"conn-bench-sonar-mines-rocks","samples":208,"features":60,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":4}","nodes":27,"leaves":0,"depth":0,"score":0.69134615384615383,"score_std":0.070995008180478755,"time":0.0088922256500000019,"time_std":0.0012309970848457625},{"dataset":"cylinder-bands","samples":512,"features":35,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":1}","nodes":80.1,"leaves":0,"depth":0,"score":0.6390625,"score_std":0.032814457961633153,"time":0.0323057463,"time_std":0.0031718796894345614},{"dataset":"dermatology","samples":366,"features":34,"classes":6,"hyperparameters":"{\"c1\":0.5,\"c3\":1}","nodes":30.3,"leaves":0,"depth":0,"score":0.85290677064870624,"score_std":0.06711939463181324,"time":0.020608898699999996,"time_std":0.0041379854862007943},{"dataset":"echocardiogram","samples":131,"features":10,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.125}","nodes":8.5,"leaves":0,"depth":0,"score":0.75602678571428572,"score_std":0.11054356949447104,"time":0.00453350385,"time_std":0.0019577908664082607},{"dataset":"fertility","samples":100,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":1}","nodes":13,"leaves":0,"depth":0,"score":0.79000000000000015,"score_std":0.12573991536417334,"time":0.0040380466,"time_std":0.0013422981628397187},{"dataset":"haberman-survival","samples":306,"features":3,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":32}","nodes":15.3,"leaves":0,"depth":0,"score":0.72476383265856936,"score_std":0.044650569449802516,"time":0.00833599285,"time_std":0.0033351409712297142},{"dataset":"heart-hungarian","samples":294,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":16}","nodes":38.8,"leaves":0,"depth":0,"score":0.75310502283105007,"score_std":0.064077794337096386,"time":0.014561262299999999,"time_std":0.0023097830037202079},{"dataset":"hepatitis","samples":155,"features":19,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":4}","nodes":21,"leaves":0,"depth":0,"score":0.74486521181001275,"score_std":0.075029839810660429,"time":0.0070027058500000006,"time_std":0.0021077386406076928},{"dataset":"ilpd-indian-liver","samples":583,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":2}","nodes":48.8,"leaves":0,"depth":0,"score":0.67001630941286128,"score_std":0.033303143732209856,"time":0.024343966649999996,"time_std":0.0076216577965691687},{"dataset":"ionosphere","samples":351,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":27.3,"leaves":0,"depth":0,"score":0.8427203065134099,"score_std":0.032856147771187109,"time":0.012860406449999997,"time_std":0.0022368379908217122},{"dataset":"iris","samples":150,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":11.7,"leaves":0,"depth":0,"score":0.93960498960498973,"score_std":0.056191912324531294,"time":0.0042178175,"time_std":0.0011275820744470282},{"dataset":"led-display","samples":1000,"features":7,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":67.2,"leaves":0,"depth":0,"score":0.54099999999999981,"score_std":0.14042866703887705,"time":0.061575064150000004,"time_std":0.015242043167322947},{"dataset":"libras","samples":360,"features":90,"classes":15,"hyperparameters":"{\"c1\":0.25,\"c3\":0.125}","nodes":86.9,"leaves":0,"depth":0,"score":0.55499999999999994,"score_std":0.063724043627129717,"time":0.043746093399999984,"time_std":0.0054242752817006109},{"dataset":"low-res-spect","samples":531,"features":100,"classes":9,"hyperparameters":"{\"c1\":32,\"c3\":0.03125}","nodes":37.8,"leaves":0,"depth":0,"score":0.79339225589225582,"score_std":0.0642148697544022,"time":0.05202937125,"time_std":0.020272998423267866},{"dataset":"lymphography","samples":148,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":28.7,"leaves":0,"depth":0,"score":0.67297297297297276,"score_std":0.076895273008383266,"time":0.0092570516,"time_std":0.0020732606294059297},{"dataset":"mammographic","samples":961,"features":5,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":87.2,"leaves":0,"depth":0,"score":0.78459716459197781,"score_std":0.025184090703548639,"time":0.0464837909,"time_std":0.010068972377210956},{"dataset":"molec-biol-promoter","samples":106,"features":57,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.5}","nodes":13.2,"leaves":0,"depth":0,"score":0.57225274725274722,"score_std":0.10761120221103583,"time":0.0041494490999999991,"time_std":0.00091671316437051339},{"dataset":"musk-1","samples":476,"features":166,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":32}","nodes":70.1,"leaves":0,"depth":0,"score":0.72563025210084053,"score_std":0.037409987587401952,"time":0.026650078499999997,"time_std":0.0031119345053168337},{"dataset":"oocytes_merluccius_nucleus_4d","samples":1022,"features":41,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":121.2,"leaves":0,"depth":0,"score":0.72211795223926145,"score_std":0.031541600177433592,"time":0.055710465449999989,"time_std":0.0044345908526927909},{"dataset":"oocytes_merluccius_states_2f","samples":1022,"features":25,"classes":3,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.125}","nodes":66.8,"leaves":0,"depth":0,"score":0.8700709544518197,"score_std":0.02434516314746412,"time":0.08444786005,"time_std":0.019578010094906107},{"dataset":"oocytes_trisopterus_nucleus_2f","samples":912,"features":25,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":129.4,"leaves":0,"depth":0,"score":0.68267543859649116,"score_std":0.0318914401509418,"time":0.055136308599999996,"time_std":0.014119471301183463},{"dataset":"oocytes_trisopterus_states_5b","samples":912,"features":32,"classes":3,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":69.4,"leaves":0,"depth":0,"score":0.84846491228070176,"score_std":0.026141117751366832,"time":0.055932483399999997,"time_std":0.011549757589328654},{"dataset":"parkinsons","samples":195,"features":22,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.5}","nodes":19.9,"leaves":0,"depth":0,"score":0.82591911764705872,"score_std":0.05701871308321646,"time":0.0070839249499999989,"time_std":0.0012000674735525884},{"dataset":"pima","samples":768,"features":8,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":4}","nodes":112.6,"leaves":0,"depth":0,"score":0.6841145833333333,"score_std":0.030146592607952952,"time":0.043538727650000011,"time_std":0.0076785906521696255},{"dataset":"pittsburg-bridges-MATERIAL","samples":106,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.125,\"c3\":4}","nodes":12.8,"leaves":0,"depth":0,"score":0.75728021978021987,"score_std":0.066559324445736964,"time":0.0049502998,"time_std":0.0014256085079208365},{"dataset":"pittsburg-bridges-REL-L","samples":103,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":4}","nodes":24.4,"leaves":0,"depth":0,"score":0.57614285714285718,"score_std":0.121994787795194,"time":0.00823893425,"time_std":0.0016188329905155322},{"dataset":"pittsburg-bridges-SPAN","samples":92,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.125,\"c3\":8}","nodes":22.2,"leaves":0,"depth":0,"score":0.541304347826087,"score_std":0.11149707998815926,"time":0.0078277124,"time_std":0.0020505392452818587},{"dataset":"pittsburg-bridges-T-OR-D","samples":102,"features":7,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":12.1,"leaves":0,"depth":0,"score":0.81474074074074065,"score_std":0.076950731382388143,"time":0.0038245204,"time_std":0.0013661537748872851},{"dataset":"planning","samples":182,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":41,"leaves":0,"depth":0,"score":0.585886524822695,"score_std":0.101769457744775,"time":0.012556978600000001,"time_std":0.0043003163252822206},{"dataset":"post-operative","samples":90,"features":8,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.125}","nodes":14.1,"leaves":0,"depth":0,"score":0.6009469696969697,"score_std":0.12708957995614747,"time":0.00509225095,"time_std":0.0027570859836881074},{"dataset":"seeds","samples":210,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.5,\"c3\":0.03125}","nodes":17.8,"leaves":0,"depth":0,"score":0.88760683760683745,"score_std":0.037704064215063088,"time":0.0076312679,"time_std":0.0018064707265962111},{"dataset":"statlog-australian-credit","samples":690,"features":14,"classes":2,"hyperparameters":"{\"c1\":2,\"c3\":2}","nodes":1,"leaves":0,"depth":0,"score":0.678251136059877,"score_std":0.033080355269944677,"time":0.011301217350000003,"time_std":0.0038999382274424793},{"dataset":"statlog-german-credit","samples":1000,"features":24,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":2}","nodes":158.9,"leaves":0,"depth":0,"score":0.6698,"score_std":0.03588226361456677,"time":0.0762991297,"time_std":0.0056744924275621356},{"dataset":"statlog-heart","samples":270,"features":13,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.5}","nodes":29.3,"leaves":0,"depth":0,"score":0.72968851395197931,"score_std":0.051888210376514116,"time":0.012593874699999999,"time_std":0.0026255193734716687},{"dataset":"statlog-image","samples":2310,"features":18,"classes":7,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":122.8,"leaves":0,"depth":0,"score":0.86647539683252384,"score_std":0.073310090966629937,"time":0.5528367612,"time_std":0.28818151913563517},{"dataset":"statlog-vehicle","samples":846,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":153.3,"leaves":0,"depth":0,"score":0.64658901274948266,"score_std":0.031273799674596287,"time":0.06465624,"time_std":0.0054963512729290648},{"dataset":"synthetic-control","samples":600,"features":60,"classes":6,"hyperparameters":"{\"c1\":0.03125,\"c3\":1}","nodes":45.7,"leaves":0,"depth":0,"score":0.8610000000000001,"score_std":0.030686111303007843,"time":0.024430433999999997,"time_std":0.0022175297214905359},{"dataset":"tic-tac-toe","samples":958,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":135.1,"leaves":0,"depth":0,"score":0.78937221132311353,"score_std":0.040001689693359176,"time":0.049528610550000005,"time_std":0.0070724744523851385},{"dataset":"vertebral-column-2clases","samples":310,"features":6,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":29.8,"leaves":0,"depth":0,"score":0.76739273384842988,"score_std":0.057543318991582652,"time":0.0128147596,"time_std":0.0021558633746843292},{"dataset":"wine","samples":178,"features":13,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":14,"leaves":0,"depth":0,"score":0.8819169960474309,"score_std":0.0478241312630209,"time":0.0049480532,"time_std":0.0010121343619360239},{"dataset":"zoo","samples":101,"features":16,"classes":7,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":16.9,"leaves":0,"depth":0,"score":0.84738461538461551,"score_std":0.084487352529624,"time":0.00573343305,"time_std":0.0009853855727009113}]}