8749490 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5965 mlr.classif.ranger(9) 6725715 num.trees 1688 5965 mtry 1195 5965 min.node.size 40 5965 sample.fraction 0.772191753564403 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 mlrRandomBot sciBenchV1.0 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 18415419 description https://api.openml.org/data/download/18415419/description3557150831c2.xml -1 18415420 predictions https://api.openml.org/data/download/18415420/predictions355775521da3.arff area_under_roc_curve 0.867317 [0.867317,0.867317] average_cost 0 f_measure 0.797171 [0.7735,0.817152] kappa 0.590856 kb_relative_information_score 1555.938731 mean_absolute_error 0.307482 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.797477 [0.793146,0.801134] predictive_accuracy 0.797654 prior_entropy 0.994847 recall 0.797654 [0.754805,0.833825] relative_absolute_error 0.619385 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.383247 root_relative_squared_error 0.769245 scimark_benchmark 1718.64318816071 [ 892.194700767263, 1239.19936205788, 462.819751724138, 1892.73646209386, 4106.2656641604 ] total_cost 0 usercpu_time_millis 7812.324 usercpu_time_millis_testing 4.18599999999935 usercpu_time_millis_training 7808.138 area_under_roc_curve 0.874259 [0.874259,0.874259] area_under_roc_curve 0.857945 [0.857945,0.857945] area_under_roc_curve 0.87616 [0.87616,0.87616] area_under_roc_curve 0.910986 [0.910986,0.910986] area_under_roc_curve 0.883119 [0.883119,0.883119] area_under_roc_curve 0.85342 [0.85342,0.85342] area_under_roc_curve 0.852303 [0.852303,0.852303] area_under_roc_curve 0.868364 [0.868364,0.868364] area_under_roc_curve 0.872578 [0.872578,0.872578] area_under_roc_curve 0.828059 [0.828059,0.828059] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.810921 [0.79056,0.828087] f_measure 0.778094 [0.752239,0.8] f_measure 0.79382 [0.767372,0.816229] f_measure 0.832036 [0.817391,0.844444] f_measure 0.802084 [0.778443,0.822115] f_measure 0.773382 [0.753623,0.790123] f_measure 0.793455 [0.764526,0.817967] f_measure 0.798959 [0.770642,0.822695] f_measure 0.823314 [0.8,0.842857] f_measure 0.765084 [0.739645,0.786408] kappa 0.618716 kappa 0.5525 kappa 0.584108 kappa 0.661838 kappa 0.600846 kappa 0.54375 kappa 0.583363 kappa 0.593998 kappa 0.643228 kappa 0.526107 kb_relative_information_score 162.86958 kb_relative_information_score 147.954645 kb_relative_information_score 158.982265 kb_relative_information_score 174.879796 kb_relative_information_score 159.31677 kb_relative_information_score 145.994953 kb_relative_information_score 151.394219 kb_relative_information_score 151.043208 kb_relative_information_score 165.384519 kb_relative_information_score 138.118775 mean_absolute_error 0.298544 mean_absolute_error 0.316832 mean_absolute_error 0.303337 mean_absolute_error 0.283851 mean_absolute_error 0.303242 mean_absolute_error 0.319349 mean_absolute_error 0.312716 mean_absolute_error 0.314002 mean_absolute_error 0.295592 mean_absolute_error 0.327376 mean_prior_absolute_error 0.496406 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.81096 [0.802395,0.818182] precision 0.778426 [0.773006,0.783019] precision 0.794912 [0.798742,0.791667] precision 0.832084 [0.815029,0.846535] precision 0.802657 [0.802469,0.802817] precision 0.773442 [0.751445,0.792079] precision 0.795577 [0.806452,0.786364] precision 0.800527 [0.807692,0.794521] precision 0.824344 [0.830189,0.819444] precision 0.76501 [0.748503,0.778846] predictive_accuracy 0.81117 predictive_accuracy 0.778667 predictive_accuracy 0.794667 predictive_accuracy 0.832 predictive_accuracy 0.802667 predictive_accuracy 0.773333 predictive_accuracy 0.794667 predictive_accuracy 0.8 predictive_accuracy 0.824 predictive_accuracy 0.765333 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 recall 0.81117 [0.77907,0.838235] recall 0.778667 [0.732558,0.817734] recall 0.794667 [0.738372,0.842365] recall 0.832 [0.819767,0.842365] recall 0.802667 [0.755814,0.842365] recall 0.773333 [0.755814,0.788177] recall 0.794667 [0.726744,0.852217] recall 0.8 [0.736842,0.852941] recall 0.824 [0.77193,0.867647] recall 0.765333 [0.730994,0.794118] relative_absolute_error 0.601412 relative_absolute_error 0.638119 relative_absolute_error 0.61094 relative_absolute_error 0.571694 relative_absolute_error 0.61075 relative_absolute_error 0.643188 relative_absolute_error 0.62983 relative_absolute_error 0.632706 relative_absolute_error 0.595612 relative_absolute_error 0.659656 root_mean_prior_squared_error 0.498186 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_squared_error 0.377045 root_mean_squared_error 0.390815 root_mean_squared_error 0.377731 root_mean_squared_error 0.35313 root_mean_squared_error 0.373575 root_mean_squared_error 0.393996 root_mean_squared_error 0.393182 root_mean_squared_error 0.384031 root_mean_squared_error 0.375227 root_mean_squared_error 0.410919 root_relative_squared_error 0.756836 root_relative_squared_error 0.784312 root_relative_squared_error 0.758055 root_relative_squared_error 0.708685 root_relative_squared_error 0.749714 root_relative_squared_error 0.790697 root_relative_squared_error 0.789063 root_relative_squared_error 0.771048 root_relative_squared_error 0.753371 root_relative_squared_error 0.825034 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0