From e770eaec6cdbb875f67e92dec319c9fdf2fd9a11 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Montan=CC=83ana?= Date: Mon, 31 Jan 2022 11:12:39 +0100 Subject: [PATCH] Add some Galgo results --- results/results_accuracy_TBRRoF_Galgo_2022-01-31_07:48:35_0.json | 1 + results/results_accuracy_TBRoF_Galgo_2022-01-29_15:34:32_0.json | 1 + 2 files changed, 2 insertions(+) create mode 100644 results/results_accuracy_TBRRoF_Galgo_2022-01-31_07:48:35_0.json create mode 100644 results/results_accuracy_TBRoF_Galgo_2022-01-29_15:34:32_0.json diff --git a/results/results_accuracy_TBRRoF_Galgo_2022-01-31_07:48:35_0.json b/results/results_accuracy_TBRRoF_Galgo_2022-01-31_07:48:35_0.json new file mode 100644 index 0000000..8dd4789 --- /dev/null +++ b/results/results_accuracy_TBRRoF_Galgo_2022-01-31_07:48:35_0.json @@ -0,0 +1 @@ +{"score_name":"accuracy","title":"test results","model":"TBRRoF","version":"1.1","stratified":0,"folds":5,"date":"2022-01-31","time":"07:48:35","duration":62172.277881,"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":79.4718,"leaves":0,"depth":0,"score":0.901701780173118,"score_std":0.022727898539488985,"time":3.1006639400000005,"time_std":0.45826625329191251},{"dataset":"balloons","samples":16,"features":4,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":6.2422000000000013,"leaves":0,"depth":0,"score":0.6225,"score_std":0.24809576283703128,"time":0.155891245,"time_std":0.020006575982352986},{"dataset":"breast-cancer-wisc-diag","samples":569,"features":30,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":31.315999999999995,"leaves":0,"depth":0,"score":0.9734979808923474,"score_std":0.01211458933120479,"time":2.208514285,"time_std":0.10439298290095254},{"dataset":"breast-cancer-wisc-prog","samples":198,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.25}","nodes":47.783,"leaves":0,"depth":0,"score":0.80608843537414987,"score_std":0.056869558140248209,"time":1.3808924100000002,"time_std":0.08711305164172338},{"dataset":"breast-cancer-wisc","samples":699,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":32.7558,"leaves":0,"depth":0,"score":0.96846921878044012,"score_std":0.011827258213964388,"time":3.6276766850000008,"time_std":0.19823569468788343},{"dataset":"breast-cancer","samples":286,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":32}","nodes":43.2782,"leaves":0,"depth":0,"score":0.73509839861084325,"score_std":0.047775881150029592,"time":1.867526585,"time_std":0.19542706957629655},{"dataset":"cardiotocography-10clases","samples":2126,"features":21,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":636.5992,"leaves":0,"depth":0,"score":0.82754429851990852,"score_std":0.016234640584535835,"time":47.015982010000009,"time_std":3.1492900365885217},{"dataset":"cardiotocography-3clases","samples":2126,"features":21,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":252.51040000000003,"leaves":0,"depth":0,"score":0.92176851351303613,"score_std":0.010299184287072882,"time":75.94655142500001,"time_std":5.651806573124551},{"dataset":"conn-bench-sonar-mines-rocks","samples":208,"features":60,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":2}","nodes":36.826400000000007,"leaves":0,"depth":0,"score":0.82788461538461566,"score_std":0.051143956250467366,"time":1.4021425950000002,"time_std":0.085689829765833114},{"dataset":"cylinder-bands","samples":512,"features":35,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":1}","nodes":140.4052,"leaves":0,"depth":0,"score":0.76671875,"score_std":0.035831686860814373,"time":4.441638645,"time_std":0.15148344989957274},{"dataset":"dermatology","samples":366,"features":34,"classes":6,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":55.938199999999995,"leaves":0,"depth":0,"score":0.97460770412383313,"score_std":0.014736301000625167,"time":2.422215755,"time_std":0.10441642152927799},{"dataset":"echocardiogram","samples":131,"features":10,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":8}","nodes":11.139800000000001,"leaves":0,"depth":0,"score":0.848763392857143,"score_std":0.053371747194501072,"time":0.51837729500000007,"time_std":0.065247765301596622},{"dataset":"fertility","samples":100,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":1}","nodes":20.618000000000002,"leaves":0,"depth":0,"score":0.88040000000000018,"score_std":0.057832195307374865,"time":0.57437004499999988,"time_std":0.078205665585758768},{"dataset":"haberman-survival","samples":306,"features":3,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":8}","nodes":22.196600000000004,"leaves":0,"depth":0,"score":0.73740890688259131,"score_std":0.044260313726551134,"time":0.97929950500000007,"time_std":0.10197684262093354},{"dataset":"heart-hungarian","samples":294,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.03125}","nodes":14.3268,"leaves":0,"depth":0,"score":0.816359817351598,"score_std":0.038437452763887568,"time":1.0437573649999998,"time_std":0.080577669531186863},{"dataset":"hepatitis","samples":155,"features":19,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":34.202799999999996,"leaves":0,"depth":0,"score":0.82279845956354325,"score_std":0.0532198072811453,"time":0.91497326999999984,"time_std":0.061207422073647308},{"dataset":"ilpd-indian-liver","samples":583,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":72.6474,"leaves":0,"depth":0,"score":0.71248602050326193,"score_std":0.033919570332325961,"time":3.296712965,"time_std":0.17968016621871682},{"dataset":"ionosphere","samples":351,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.25}","nodes":40.667999999999992,"leaves":0,"depth":0,"score":0.9450287356321837,"score_std":0.019563826951003751,"time":2.027470735,"time_std":0.13240150893709202},{"dataset":"iris","samples":150,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.03125}","nodes":16.211199999999998,"leaves":0,"depth":0,"score":0.96549203049203058,"score_std":0.026148188351368021,"time":0.53471815000000011,"time_std":0.04487727777214983},{"dataset":"led-display","samples":1000,"features":7,"classes":10,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":74.736399999999989,"leaves":0,"depth":0,"score":0.68436,"score_std":0.04995546157031798,"time":6.64919355,"time_std":0.52524883935110789},{"dataset":"libras","samples":360,"features":90,"classes":15,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":123.67720000000001,"leaves":0,"depth":0,"score":0.87688888888888883,"score_std":0.032862107495774485,"time":6.009418165,"time_std":0.277574730555598},{"dataset":"low-res-spect","samples":531,"features":100,"classes":9,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":68.04519999999998,"leaves":0,"depth":0,"score":0.89988552188552173,"score_std":0.025976765446444734,"time":4.97696789,"time_std":0.24701803651398418},{"dataset":"lymphography","samples":148,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":43.652800000000006,"leaves":0,"depth":0,"score":0.84918918918918929,"score_std":0.054685970839787927,"time":1.193987465,"time_std":0.061370247594152716},{"dataset":"mammographic","samples":961,"features":5,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":65.701000000000022,"leaves":0,"depth":0,"score":0.82697147302904572,"score_std":0.018942902269087937,"time":3.6764048650000007,"time_std":0.19876811948240003},{"dataset":"molec-biol-promoter","samples":106,"features":57,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":1}","nodes":22.516199999999998,"leaves":0,"depth":0,"score":0.80353021978021966,"score_std":0.072767338913285837,"time":0.76222818500000011,"time_std":0.049921683400587745},{"dataset":"musk-1","samples":476,"features":166,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.25}","nodes":63.497800000000005,"leaves":0,"depth":0,"score":0.88806722689075612,"score_std":0.029710488395847067,"time":3.1909332899999994,"time_std":0.13744325832532242},{"dataset":"oocytes_merluccius_nucleus_4d","samples":1022,"features":41,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":235.12199999999996,"leaves":0,"depth":0,"score":0.83714518959334694,"score_std":0.019892577105069996,"time":8.1880880449999989,"time_std":0.21758399348748714},{"dataset":"oocytes_merluccius_states_2f","samples":1022,"features":25,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":117.08359999999999,"leaves":0,"depth":0,"score":0.925815442130159,"score_std":0.015127489537079894,"time":11.019280389999999,"time_std":0.50151871543751825},{"dataset":"oocytes_trisopterus_nucleus_2f","samples":912,"features":25,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":225.0952,"leaves":0,"depth":0,"score":0.83353070175438626,"score_std":0.025458035585743156,"time":6.763201735,"time_std":0.19244752641917515},{"dataset":"oocytes_trisopterus_states_5b","samples":912,"features":32,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":115.85239999999997,"leaves":0,"depth":0,"score":0.93146929824561353,"score_std":0.015923092265749911,"time":9.154669655,"time_std":0.79841392737628136},{"dataset":"parkinsons","samples":195,"features":22,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":30.629999999999995,"leaves":0,"depth":0,"score":0.92999387254901933,"score_std":0.035266877761750394,"time":0.923315775,"time_std":0.064310533271015435},{"dataset":"pima","samples":768,"features":8,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.25}","nodes":18.6124,"leaves":0,"depth":0,"score":0.76755208333333325,"score_std":0.03061234376808989,"time":4.49453445,"time_std":0.32069604355505665},{"dataset":"pittsburg-bridges-MATERIAL","samples":106,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":12.844799999999998,"leaves":0,"depth":0,"score":0.85759615384615373,"score_std":0.066559685753594278,"time":0.473142405,"time_std":0.075899702229280469},{"dataset":"pittsburg-bridges-REL-L","samples":103,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":8}","nodes":30.5958,"leaves":0,"depth":0,"score":0.6858642857142857,"score_std":0.076322429668045824,"time":0.92869095,"time_std":0.073020724368111523},{"dataset":"pittsburg-bridges-SPAN","samples":92,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":32}","nodes":25.8682,"leaves":0,"depth":0,"score":0.6908695652173914,"score_std":0.08267708724425249,"time":0.77916346500000022,"time_std":0.054021555599089353},{"dataset":"pittsburg-bridges-T-OR-D","samples":102,"features":7,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.25}","nodes":16.449400000000004,"leaves":0,"depth":0,"score":0.87136296296296334,"score_std":0.060559003266165631,"time":0.47035530500000006,"time_std":0.063069797941836592},{"dataset":"planning","samples":182,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":53.7316,"leaves":0,"depth":0,"score":0.7224751773049648,"score_std":0.058379938339732623,"time":1.3538887849999997,"time_std":0.16618038201010341},{"dataset":"post-operative","samples":90,"features":8,"classes":3,"hyperparameters":"{\"c1\":8,\"c3\":0.0625}","nodes":1.7865999999999997,"leaves":0,"depth":0,"score":0.71092803030303031,"score_std":0.081340799388122387,"time":0.137835395,"time_std":0.020270731007709358},{"dataset":"seeds","samples":210,"features":7,"classes":3,"hyperparameters":"{\"c1\":8,\"c3\":0.03125}","nodes":12.386199999999999,"leaves":0,"depth":0,"score":0.94743589743589718,"score_std":0.027630596849567368,"time":0.74265799499999985,"time_std":0.04820143492010126},{"dataset":"statlog-australian-credit","samples":690,"features":14,"classes":2,"hyperparameters":"{\"c1\":8,\"c3\":0.0625}","nodes":1.0011999999999999,"leaves":0,"depth":0,"score":0.67825982357658376,"score_std":0.029923901594020631,"time":0.72842880999999993,"time_std":0.018011514473024213},{"dataset":"statlog-german-credit","samples":1000,"features":24,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.5}","nodes":288.12359999999995,"leaves":0,"depth":0,"score":0.75430000000000008,"score_std":0.024995879057341575,"time":8.49565869,"time_std":0.19503109063563837},{"dataset":"statlog-heart","samples":270,"features":13,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":1}","nodes":16.457399999999996,"leaves":0,"depth":0,"score":0.83321003677265848,"score_std":0.040072931493215183,"time":0.95429339,"time_std":0.051402805929980852},{"dataset":"statlog-image","samples":2310,"features":18,"classes":7,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":175.94620000000003,"leaves":0,"depth":0,"score":0.97569698248638814,"score_std":0.0069039781399178428,"time":53.658330500000005,"time_std":3.7406940606412249},{"dataset":"statlog-vehicle","samples":846,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":252.27599999999998,"leaves":0,"depth":0,"score":0.78379113543822188,"score_std":0.025772236095835323,"time":8.3483168,"time_std":0.22542785957784645},{"dataset":"synthetic-control","samples":600,"features":60,"classes":6,"hyperparameters":"{\"c1\":0.125,\"c3\":0.5}","nodes":63.798600000000008,"leaves":0,"depth":0,"score":0.99076666666666624,"score_std":0.0074626185484870664,"time":4.0361080399999993,"time_std":0.17294583591991622},{"dataset":"tic-tac-toe","samples":958,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":206.97859999999997,"leaves":0,"depth":0,"score":0.9843220368409169,"score_std":0.0083976368184470063,"time":6.04525666,"time_std":0.15524934911693047},{"dataset":"vertebral-column-2clases","samples":310,"features":6,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":63.041599999999988,"leaves":0,"depth":0,"score":0.85151405556468829,"score_std":0.034975316196504923,"time":1.7900322199999998,"time_std":0.10793606820600074},{"dataset":"wine","samples":178,"features":13,"classes":3,"hyperparameters":"{\"c1\":4,\"c3\":0.03125}","nodes":17.642,"leaves":0,"depth":0,"score":0.98047430830039528,"score_std":0.020476239593149058,"time":0.76000445000000016,"time_std":0.05007235488326145},{"dataset":"zoo","samples":101,"features":16,"classes":7,"hyperparameters":"{\"c1\":0.125,\"c3\":0.0625}","nodes":22.121600000000004,"leaves":0,"depth":0,"score":0.94130000000000025,"score_std":0.050445276660745983,"time":0.69762717499999993,"time_std":0.047632589105451928}]} diff --git a/results/results_accuracy_TBRoF_Galgo_2022-01-29_15:34:32_0.json b/results/results_accuracy_TBRoF_Galgo_2022-01-29_15:34:32_0.json new file mode 100644 index 0000000..1d5d720 --- /dev/null +++ b/results/results_accuracy_TBRoF_Galgo_2022-01-29_15:34:32_0.json @@ -0,0 +1 @@ +{"score_name":"accuracy","title":"test results","model":"TBRoF","version":"1.1","stratified":0,"folds":5,"date":"2022-01-29","time":"15:34:32","duration":74257.199825,"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\":0.0625,\"c3\":2}","nodes":44.744000000000007,"leaves":0,"depth":0,"score":0.78263800424628438,"score_std":0.18925694969056328,"time":2.475070955,"time_std":1.1119803452113459},{"dataset":"balloons","samples":16,"features":4,"classes":2,"hyperparameters":"{\"c1\":8,\"c3\":0.03125}","nodes":4.6,"leaves":0,"depth":0,"score":0.58125,"score_std":0.25796057020190993,"time":0.11331187999999998,"time_std":0.035407564245718358},{"dataset":"breast-cancer-wisc-diag","samples":569,"features":30,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":8}","nodes":9.78,"leaves":0,"depth":0,"score":0.97128016349847346,"score_std":0.012412480813731714,"time":1.5420590199999997,"time_std":0.23246512074637718},{"dataset":"breast-cancer-wisc-prog","samples":198,"features":33,"classes":2,"hyperparameters":"{\"c1\":16,\"c3\":1}","nodes":4.6,"leaves":0,"depth":0,"score":0.794703881552621,"score_std":0.055980975459231079,"time":0.80899512499999982,"time_std":0.1259515033975773},{"dataset":"breast-cancer-wisc","samples":699,"features":9,"classes":2,"hyperparameters":"{\"c1\":1,\"c3\":1}","nodes":9.04,"leaves":0,"depth":0,"score":0.96064387297876463,"score_std":0.013653249358255518,"time":2.4728745649999997,"time_std":0.43264331495870589},{"dataset":"breast-cancer","samples":286,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.5}","nodes":16.35,"leaves":0,"depth":0,"score":0.72045822882500488,"score_std":0.044386038606446833,"time":1.1942998500000002,"time_std":0.41791191891184487},{"dataset":"cardiotocography-10clases","samples":2126,"features":21,"classes":10,"hyperparameters":"{\"c1\":0.125,\"c3\":0.125}","nodes":258.20939999999996,"leaves":0,"depth":0,"score":0.78193782837437242,"score_std":0.019943395750252953,"time":85.573259115000013,"time_std":12.3738067440511},{"dataset":"cardiotocography-3clases","samples":2126,"features":21,"classes":3,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.125}","nodes":126.5782,"leaves":0,"depth":0,"score":0.89590759408245957,"score_std":0.014520725992066053,"time":54.585077670000011,"time_std":9.57179614182783},{"dataset":"conn-bench-sonar-mines-rocks","samples":208,"features":60,"classes":2,"hyperparameters":"{\"c1\":1,\"c3\":32}","nodes":13.97,"leaves":0,"depth":0,"score":0.78576923076923078,"score_std":0.049115757616260594,"time":1.366733635,"time_std":0.13899836226030515},{"dataset":"cylinder-bands","samples":512,"features":35,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":2}","nodes":22.35,"leaves":0,"depth":0,"score":0.7141015625,"score_std":0.037968324290115055,"time":2.9058242299999995,"time_std":0.54575262632533617},{"dataset":"dermatology","samples":366,"features":34,"classes":6,"hyperparameters":"{\"c1\":0.0625,\"c3\":4}","nodes":14.7,"leaves":0,"depth":0,"score":0.97364764267990067,"score_std":0.014169013545176254,"time":1.7256961799999997,"time_std":0.21209293669816981},{"dataset":"echocardiogram","samples":131,"features":10,"classes":2,"hyperparameters":"{\"c1\":2,\"c3\":8}","nodes":7.24,"leaves":0,"depth":0,"score":0.83314285714285718,"score_std":0.057160700283111543,"time":0.43173076500000007,"time_std":0.11315841159020332},{"dataset":"fertility","samples":100,"features":9,"classes":2,"hyperparameters":"{\"c1\":1,\"c3\":32}","nodes":1,"leaves":0,"depth":0,"score":0.88000000000000056,"score_std":0.055709223544577413,"time":0.13369769500000003,"time_std":0.016892369138089017},{"dataset":"haberman-survival","samples":306,"features":3,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":1}","nodes":13.4,"leaves":0,"depth":0,"score":0.73681511470985162,"score_std":0.050744623620883791,"time":2.07214713,"time_std":0.559848663422449},{"dataset":"heart-hungarian","samples":294,"features":12,"classes":2,"hyperparameters":"{\"c1\":1,\"c3\":1}","nodes":9.22,"leaves":0,"depth":0,"score":0.803394520547945,"score_std":0.039866027009492259,"time":0.97397490000000009,"time_std":0.23277573295132187},{"dataset":"hepatitis","samples":155,"features":19,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":16}","nodes":11.95,"leaves":0,"depth":0,"score":0.81270860077021834,"score_std":0.054011107172133352,"time":0.842316195,"time_std":0.25713542212285428},{"dataset":"ilpd-indian-liver","samples":583,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":1}","nodes":27.88,"leaves":0,"depth":0,"score":0.70964631873252559,"score_std":0.035244373825766839,"time":2.2094633750000003,"time_std":0.41323604633094457},{"dataset":"ionosphere","samples":351,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":32}","nodes":14.13,"leaves":0,"depth":0,"score":0.90538122605363991,"score_std":0.029864076229517394,"time":3.04495523,"time_std":0.6288374665891644},{"dataset":"iris","samples":150,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.5,\"c3\":0.5}","nodes":5.24,"leaves":0,"depth":0,"score":0.97600831600831628,"score_std":0.021040471964103538,"time":0.31037565,"time_std":0.031237471079694878},{"dataset":"led-display","samples":1000,"features":7,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":2}","nodes":129.9818,"leaves":0,"depth":0,"score":0.69788,"score_std":0.049926031719094995,"time":8.3114140700000014,"time_std":0.78585313982325966},{"dataset":"libras","samples":360,"features":90,"classes":15,"hyperparameters":"{\"c1\":0.125,\"c3\":0.5}","nodes":75.03,"leaves":0,"depth":0,"score":0.75216666666666665,"score_std":0.046493757198177978,"time":24.036961309999995,"time_std":4.5681259694679426},{"dataset":"low-res-spect","samples":531,"features":100,"classes":9,"hyperparameters":"{\"c1\":4,\"c3\":32}","nodes":30.4,"leaves":0,"depth":0,"score":0.86677861952861979,"score_std":0.030870969503418735,"time":14.960332549999999,"time_std":2.0146633537334844},{"dataset":"lymphography","samples":148,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.0625,\"c3\":16}","nodes":22.881999999999998,"leaves":0,"depth":0,"score":0.77513513513513521,"score_std":0.069331054478446841,"time":0.87426554500000009,"time_std":0.11179658276318467},{"dataset":"mammographic","samples":961,"features":5,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":53.87,"leaves":0,"depth":0,"score":0.81198392116182572,"score_std":0.021173844495862848,"time":6.2011018499999988,"time_std":0.64441727301405549},{"dataset":"molec-biol-promoter","samples":106,"features":57,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":32}","nodes":5.91,"leaves":0,"depth":0,"score":0.75074175824175826,"score_std":0.081320448936287926,"time":0.49882247,"time_std":0.096475518704100413},{"dataset":"musk-1","samples":476,"features":166,"classes":2,"hyperparameters":"{\"c1\":2,\"c3\":32}","nodes":9.72,"leaves":0,"depth":0,"score":0.86365546218487377,"score_std":0.030098252106794635,"time":4.9903361350000006,"time_std":1.1797028231548889},{"dataset":"oocytes_merluccius_nucleus_4d","samples":1022,"features":41,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.03125}","nodes":20.03,"leaves":0,"depth":0,"score":0.82707782101167326,"score_std":0.020772909813811368,"time":10.870807659999999,"time_std":1.4961507167894523},{"dataset":"oocytes_merluccius_states_2f","samples":1022,"features":25,"classes":3,"hyperparameters":"{\"c1\":0.5,\"c3\":0.25}","nodes":21.7562,"leaves":0,"depth":0,"score":0.92066651407644728,"score_std":0.014478748105349113,"time":15.35882416,"time_std":2.4171196035605824},{"dataset":"oocytes_trisopterus_nucleus_2f","samples":912,"features":25,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":1}","nodes":42.8,"leaves":0,"depth":0,"score":0.80412280701754424,"score_std":0.022853423921864818,"time":6.0416044599999994,"time_std":0.71424589653503368},{"dataset":"oocytes_trisopterus_states_5b","samples":912,"features":32,"classes":3,"hyperparameters":"{\"c1\":1,\"c3\":0.5}","nodes":9.09,"leaves":0,"depth":0,"score":0.93043859649122762,"score_std":0.015847650129249755,"time":12.159744934999999,"time_std":1.8979919423765164},{"dataset":"parkinsons","samples":195,"features":22,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":4}","nodes":18.34,"leaves":0,"depth":0,"score":0.89011642156862747,"score_std":0.045840356731472479,"time":1.00503864,"time_std":0.13882998309855882},{"dataset":"pima","samples":768,"features":8,"classes":2,"hyperparameters":"{\"c1\":1,\"c3\":0.25}","nodes":3,"leaves":0,"depth":0,"score":0.76822916666666674,"score_std":0.02576538959165189,"time":2.2870937549999995,"time_std":0.28077623216883862},{"dataset":"pittsburg-bridges-MATERIAL","samples":106,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":17.8052,"leaves":0,"depth":0,"score":0.80530219780219769,"score_std":0.068605518942916929,"time":0.49936088,"time_std":0.068106056016009914},{"dataset":"pittsburg-bridges-REL-L","samples":103,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":2}","nodes":33.468599999999995,"leaves":0,"depth":0,"score":0.60933571428571431,"score_std":0.097630724326303764,"time":0.88803300999999979,"time_std":0.089169695062603471},{"dataset":"pittsburg-bridges-SPAN","samples":92,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.0625,\"c3\":32}","nodes":34.4404,"leaves":0,"depth":0,"score":0.63391304347826083,"score_std":0.092294124372563235,"time":0.89457701499999986,"time_std":0.096604026337403573},{"dataset":"pittsburg-bridges-T-OR-D","samples":102,"features":7,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":2}","nodes":6.22,"leaves":0,"depth":0,"score":0.86537777777777791,"score_std":0.068735572625120617,"time":0.27794718000000007,"time_std":0.051926749198841618},{"dataset":"planning","samples":182,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.125}","nodes":2.27,"leaves":0,"depth":0,"score":0.71119385342789632,"score_std":0.055765970470493788,"time":0.32584354999999993,"time_std":0.11454417656451028},{"dataset":"post-operative","samples":90,"features":8,"classes":3,"hyperparameters":"{\"c1\":8,\"c3\":8}","nodes":1.02,"leaves":0,"depth":0,"score":0.71102272727272731,"score_std":0.087184987680605591,"time":0.12410917500000002,"time_std":0.014992741649049738},{"dataset":"seeds","samples":210,"features":7,"classes":3,"hyperparameters":"{\"c1\":4,\"c3\":0.5}","nodes":7.07,"leaves":0,"depth":0,"score":0.94796296296296279,"score_std":0.047540438500512726,"time":0.58160833,"time_std":0.069745789962755059},{"dataset":"statlog-australian-credit","samples":690,"features":14,"classes":2,"hyperparameters":"{\"c1\":4,\"c3\":8}","nodes":1.01,"leaves":0,"depth":0,"score":0.67828254477412453,"score_std":0.031316114312947188,"time":1.1060498200000002,"time_std":0.50252396762629337},{"dataset":"statlog-german-credit","samples":1000,"features":24,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.0625}","nodes":18.38,"leaves":0,"depth":0,"score":0.75542,"score_std":0.023974517459944569,"time":7.0899814899999978,"time_std":1.2186349385710762},{"dataset":"statlog-heart","samples":270,"features":13,"classes":2,"hyperparameters":"{\"c1\":2,\"c3\":2}","nodes":4.46,"leaves":0,"depth":0,"score":0.827399956738049,"score_std":0.045857588759174409,"time":0.704848125,"time_std":0.1203199925964986},{"dataset":"statlog-image","samples":2310,"features":18,"classes":7,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":88.67,"leaves":0,"depth":0,"score":0.957562042965371,"score_std":0.03801282546225733,"time":69.45611803,"time_std":30.705090930885348},{"dataset":"statlog-vehicle","samples":846,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.5,\"c3\":0.125}","nodes":60.675200000000004,"leaves":0,"depth":0,"score":0.79609560999488249,"score_std":0.050459781219933192,"time":7.9894023749999983,"time_std":0.8414949217318527},{"dataset":"synthetic-control","samples":600,"features":60,"classes":6,"hyperparameters":"{\"c1\":0.25,\"c3\":4}","nodes":13.53,"leaves":0,"depth":0,"score":0.98036666666666639,"score_std":0.013765159654862021,"time":4.5976437799999994,"time_std":0.41830390191365968},{"dataset":"tic-tac-toe","samples":958,"features":9,"classes":2,"hyperparameters":"{\"c1\":8,\"c3\":0.0625}","nodes":3,"leaves":0,"depth":0,"score":0.983303703189291,"score_std":0.0081269909285146512,"time":2.6561131000000002,"time_std":0.27080483340031963},{"dataset":"vertebral-column-2clases","samples":310,"features":6,"classes":2,"hyperparameters":"{\"c1\":1,\"c3\":4}","nodes":6.94,"leaves":0,"depth":0,"score":0.85015781686667768,"score_std":0.03368363428991826,"time":0.94726235,"time_std":0.13510782096539631},{"dataset":"wine","samples":178,"features":13,"classes":3,"hyperparameters":"{\"c1\":0.0625,\"c3\":4}","nodes":5.43,"leaves":0,"depth":0,"score":0.988893280632411,"score_std":0.015722590374175883,"time":0.29368551,"time_std":0.027938993400641782},{"dataset":"zoo","samples":101,"features":16,"classes":7,"hyperparameters":"{\"c1\":1,\"c3\":1}","nodes":12.98,"leaves":0,"depth":0,"score":0.94440000000000013,"score_std":0.046159010147908679,"time":0.4752047,"time_std":0.023697021740863019}]}