mirror of
https://github.com/Doctorado-ML/benchmark.git
synced 2025-08-16 07:55:54 +00:00
2 lines
13 KiB
JSON
2 lines
13 KiB
JSON
{"score_name":"accuracy","title":"test results","model":"TBRaF","version":"1.1","stratified":0,"folds":5,"date":"2022-03-17","time":"06:58:38","duration":60699.173692999982,"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\":0.25,\"c3\":0.0625}","nodes":39.7266,"leaves":0,"depth":0,"score":0.89715478523599534,"score_std":0.023428036114164177,"time":2.31847338,"time_std":0.48723180578097369},{"dataset":"balloons","samples":16,"features":4,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":16}","nodes":3.842,"leaves":0,"depth":0,"score":0.59875,"score_std":0.23763055126492547,"time":0.084961559999999992,"time_std":0.012604934011870829},{"dataset":"breast-cancer-wisc-diag","samples":569,"features":30,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.25}","nodes":17.1754,"leaves":0,"depth":0,"score":0.96938097114153465,"score_std":0.012888038813231393,"time":1.9960101649999995,"time_std":0.12070073691551152},{"dataset":"breast-cancer-wisc-prog","samples":198,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":26.4888,"leaves":0,"depth":0,"score":0.80025410164065613,"score_std":0.05869323051922061,"time":0.723094065,"time_std":0.0647467083213737},{"dataset":"breast-cancer-wisc","samples":699,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":29.6496,"leaves":0,"depth":0,"score":0.96853302162478061,"score_std":0.011892547172713566,"time":1.96633823,"time_std":0.11683690480038303},{"dataset":"breast-cancer","samples":286,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":61.4756,"leaves":0,"depth":0,"score":0.732153193131391,"score_std":0.044142972408739538,"time":1.600930735,"time_std":0.0828362894674699},{"dataset":"cardiotocography-10clases","samples":2126,"features":21,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":420.9534,"leaves":0,"depth":0,"score":0.826010200584405,"score_std":0.015876264352258376,"time":58.687806110000004,"time_std":3.7729447119122494},{"dataset":"cardiotocography-3clases","samples":2126,"features":21,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":164.73,"leaves":0,"depth":0,"score":0.91919063115011856,"score_std":0.011119722921321431,"time":71.8070306,"time_std":4.8196166212650535},{"dataset":"conn-bench-sonar-mines-rocks","samples":208,"features":60,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":4}","nodes":26.8476,"leaves":0,"depth":0,"score":0.80923076923076931,"score_std":0.052101905394016206,"time":0.711831385,"time_std":0.062429017355687712},{"dataset":"cylinder-bands","samples":512,"features":35,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":1}","nodes":82.68,"leaves":0,"depth":0,"score":0.748671875,"score_std":0.037879462930709165,"time":2.7509037749999994,"time_std":0.14278367126018665},{"dataset":"dermatology","samples":366,"features":34,"classes":6,"hyperparameters":"{\"c1\":0.5,\"c3\":1}","nodes":31.1504,"leaves":0,"depth":0,"score":0.974489542715349,"score_std":0.015244381530713037,"time":1.717992865,"time_std":0.094741716782212548},{"dataset":"echocardiogram","samples":131,"features":10,"classes":2,"hyperparameters":"{\"c1\":0.5,\"c3\":0.125}","nodes":10.4126,"leaves":0,"depth":0,"score":0.84564732142857135,"score_std":0.062579808642378373,"time":0.38699577500000004,"time_std":0.0456160653622167},{"dataset":"fertility","samples":100,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":1}","nodes":14.1096,"leaves":0,"depth":0,"score":0.88040000000000029,"score_std":0.059477118610361028,"time":0.33787246499999996,"time_std":0.053181837066026222},{"dataset":"haberman-survival","samples":306,"features":3,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":32}","nodes":15.6766,"leaves":0,"depth":0,"score":0.73287449392712545,"score_std":0.046502689094352609,"time":0.687863825,"time_std":0.075718388152193325},{"dataset":"heart-hungarian","samples":294,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":16}","nodes":38.9938,"leaves":0,"depth":0,"score":0.819897716894977,"score_std":0.040808946053684174,"time":1.2085493299999999,"time_std":0.10014271172932966},{"dataset":"hepatitis","samples":155,"features":19,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":4}","nodes":22.1642,"leaves":0,"depth":0,"score":0.8162130937098846,"score_std":0.057721855658188784,"time":0.58871058999999992,"time_std":0.059943341927599814},{"dataset":"ilpd-indian-liver","samples":583,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":2}","nodes":47.6464,"leaves":0,"depth":0,"score":0.71130358807082938,"score_std":0.032410440434270382,"time":2.0790933050000002,"time_std":0.1510416428098405},{"dataset":"ionosphere","samples":351,"features":33,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":26.745,"leaves":0,"depth":0,"score":0.932176245210728,"score_std":0.027745840941158267,"time":0.97920749,"time_std":0.052450225532134354},{"dataset":"iris","samples":150,"features":4,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.0625}","nodes":11.3646,"leaves":0,"depth":0,"score":0.96240471240471237,"score_std":0.027672604537966147,"time":0.288051675,"time_std":0.029611523005290338},{"dataset":"led-display","samples":1000,"features":7,"classes":10,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":74.1502,"leaves":0,"depth":0,"score":0.71216000000000013,"score_std":0.025910057029585667,"time":6.3788618349999977,"time_std":0.37644337840588449},{"dataset":"libras","samples":360,"features":90,"classes":15,"hyperparameters":"{\"c1\":0.25,\"c3\":0.125}","nodes":85.205,"leaves":0,"depth":0,"score":0.84638888888888875,"score_std":0.03918389343605342,"time":3.6245846900000003,"time_std":0.21727098205179796},{"dataset":"low-res-spect","samples":531,"features":100,"classes":9,"hyperparameters":"{\"c1\":32,\"c3\":0.03125}","nodes":37.9212,"leaves":0,"depth":0,"score":0.89947306397306381,"score_std":0.025681528762438243,"time":4.2362982,"time_std":0.31657841310533397},{"dataset":"lymphography","samples":148,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.25}","nodes":29.1626,"leaves":0,"depth":0,"score":0.83837837837837836,"score_std":0.0646857956530052,"time":0.74643349,"time_std":0.083563411454472381},{"dataset":"mammographic","samples":961,"features":5,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":87.6474,"leaves":0,"depth":0,"score":0.827950899031812,"score_std":0.021234429745443983,"time":4.0671739350000005,"time_std":0.17043234622851253},{"dataset":"molec-biol-promoter","samples":106,"features":57,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.5}","nodes":12.0706,"leaves":0,"depth":0,"score":0.79575549450549454,"score_std":0.071813866670338164,"time":0.30468412000000006,"time_std":0.0382484457393103},{"dataset":"musk-1","samples":476,"features":166,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":32}","nodes":68.5806,"leaves":0,"depth":0,"score":0.87394957983193278,"score_std":0.0282061820436449,"time":2.26296093,"time_std":0.14280884822225803},{"dataset":"oocytes_merluccius_nucleus_4d","samples":1022,"features":41,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":124.2782,"leaves":0,"depth":0,"score":0.83665163653009844,"score_std":0.021096621190576679,"time":5.329843865,"time_std":0.25108208290870859},{"dataset":"oocytes_merluccius_states_2f","samples":1022,"features":25,"classes":3,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.125}","nodes":66.3186,"leaves":0,"depth":0,"score":0.92275814450293714,"score_std":0.014898541036182896,"time":10.953342444999999,"time_std":0.67985922135918175},{"dataset":"oocytes_trisopterus_nucleus_2f","samples":912,"features":25,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":127.8774,"leaves":0,"depth":0,"score":0.82967105263157936,"score_std":0.024066248122347918,"time":4.4303095500000005,"time_std":0.19173765961102443},{"dataset":"oocytes_trisopterus_states_5b","samples":912,"features":32,"classes":3,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":65.919,"leaves":0,"depth":0,"score":0.92739035087719246,"score_std":0.016976508458830007,"time":7.048304795,"time_std":0.75032068395625751},{"dataset":"parkinsons","samples":195,"features":22,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.5}","nodes":21.062,"leaves":0,"depth":0,"score":0.91108455882352946,"score_std":0.039006265985644467,"time":0.57980020500000007,"time_std":0.058150624664031418},{"dataset":"pima","samples":768,"features":8,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":4}","nodes":115.7434,"leaves":0,"depth":0,"score":0.75932291666666663,"score_std":0.028362314210191343,"time":3.9257874849999994,"time_std":0.16888824796632679},{"dataset":"pittsburg-bridges-MATERIAL","samples":106,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.125,\"c3\":4}","nodes":12.6532,"leaves":0,"depth":0,"score":0.86439560439560426,"score_std":0.0575076392003003,"time":0.396577495,"time_std":0.055810702999482625},{"dataset":"pittsburg-bridges-REL-L","samples":103,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":4}","nodes":24.1116,"leaves":0,"depth":0,"score":0.68912857142857153,"score_std":0.082582756062088272,"time":0.65935287500000006,"time_std":0.06231710430067721},{"dataset":"pittsburg-bridges-SPAN","samples":92,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.125,\"c3\":8}","nodes":20.7948,"leaves":0,"depth":0,"score":0.67565217391304344,"score_std":0.082912290124172214,"time":0.57325576,"time_std":0.040860923643714762},{"dataset":"pittsburg-bridges-T-OR-D","samples":102,"features":7,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":0.03125}","nodes":12.7658,"leaves":0,"depth":0,"score":0.86540740740740763,"score_std":0.059112371460567796,"time":0.32826196499999993,"time_std":0.044561760213217304},{"dataset":"planning","samples":182,"features":12,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.5}","nodes":38.6626,"leaves":0,"depth":0,"score":0.70970685579196247,"score_std":0.055516738956114635,"time":0.94178365500000016,"time_std":0.05751555993257617},{"dataset":"post-operative","samples":90,"features":8,"classes":3,"hyperparameters":"{\"c1\":0.25,\"c3\":0.125}","nodes":12.952,"leaves":0,"depth":0,"score":0.70640151515151517,"score_std":0.08675671561428229,"time":0.36534257,"time_std":0.0442394936574827},{"dataset":"seeds","samples":210,"features":7,"classes":3,"hyperparameters":"{\"c1\":0.5,\"c3\":0.03125}","nodes":15.3676,"leaves":0,"depth":0,"score":0.94332977207977176,"score_std":0.03028629022052037,"time":0.57788505000000012,"time_std":0.047793180752905534},{"dataset":"statlog-australian-credit","samples":690,"features":14,"classes":2,"hyperparameters":"{\"c1\":2,\"c3\":2}","nodes":1.0016,"leaves":0,"depth":0,"score":0.67826450147019524,"score_std":0.030260627344985316,"time":1.0108620300000002,"time_std":0.15401643065480816},{"dataset":"statlog-german-credit","samples":1000,"features":24,"classes":2,"hyperparameters":"{\"c1\":0.125,\"c3\":2}","nodes":154.6698,"leaves":0,"depth":0,"score":0.74954,"score_std":0.026938015580533888,"time":6.8978330499999991,"time_std":0.35867293621930613},{"dataset":"statlog-heart","samples":270,"features":13,"classes":2,"hyperparameters":"{\"c1\":0.25,\"c3\":0.5}","nodes":29.7692,"leaves":0,"depth":0,"score":0.83387951546614769,"score_std":0.03857659315818731,"time":1.0348916950000002,"time_std":0.070145054714688251},{"dataset":"statlog-image","samples":2310,"features":18,"classes":7,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.03125}","nodes":113.0486,"leaves":0,"depth":0,"score":0.96766382904847,"score_std":0.0083952803779427827,"time":71.503067415,"time_std":4.4346920407895007},{"dataset":"statlog-vehicle","samples":846,"features":18,"classes":4,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":155.2038,"leaves":0,"depth":0,"score":0.77539961729301576,"score_std":0.025370624229624241,"time":5.636922375,"time_std":0.28438691240643377},{"dataset":"synthetic-control","samples":600,"features":60,"classes":6,"hyperparameters":"{\"c1\":0.03125,\"c3\":1}","nodes":46.0432,"leaves":0,"depth":0,"score":0.98863333333333292,"score_std":0.0083421394007918877,"time":2.141628545,"time_std":0.11074643324754635},{"dataset":"tic-tac-toe","samples":958,"features":9,"classes":2,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.03125}","nodes":145.9872,"leaves":0,"depth":0,"score":0.97590704699734321,"score_std":0.012840130632245466,"time":4.6882339150000005,"time_std":0.25956819906912282},{"dataset":"vertebral-column-2clases","samples":310,"features":6,"classes":2,"hyperparameters":"{\"c1\":0.0625,\"c3\":2}","nodes":30.0556,"leaves":0,"depth":0,"score":0.84924297221765555,"score_std":0.03473914078871642,"time":1.0724005850000002,"time_std":0.081405252591279537},{"dataset":"wine","samples":178,"features":13,"classes":3,"hyperparameters":"{\"c1\":0.03125,\"c3\":0.125}","nodes":14.5992,"leaves":0,"depth":0,"score":0.97910079051383381,"score_std":0.020146617902849554,"time":0.408201895,"time_std":0.036650397190550341},{"dataset":"zoo","samples":101,"features":16,"classes":7,"hyperparameters":"{\"c1\":0.0625,\"c3\":0.0625}","nodes":16.6046,"leaves":0,"depth":0,"score":0.93223076923076964,"score_std":0.057412256763393926,"time":0.4492647199999999,"time_std":0.050260213724773392}]}
|