8857532 2702 OpenML_Bot R 146065 Supervised Classification precision 5965 mlr.classif.ranger(9) 6832574 num.trees 1461 5965 mtry 2 5965 min.node.size 1 5965 replace FALSE 5965 sample.fraction 0.205173058249056 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 mlrRandomBot sciBenchV1.0 334 monks-problems-2 https://www.openml.org/data/download/52237/php4fATLZ -1 18630596 description https://api.openml.org/data/download/18630596/description38174e4debea.xml -1 18630597 predictions https://api.openml.org/data/download/18630597/predictions38174721384c.arff area_under_roc_curve 0.916763 [0.916763,0.916763] average_cost 0 f_measure 0.733133 [0.851892,0.505415] kappa 0.399985 kb_relative_information_score 123.642182 mean_absolute_error 0.371516 mean_prior_absolute_error 0.450716 number_of_instances 601 [395,206] precision 0.826523 [0.743396,0.985915] predictive_accuracy 0.772047 prior_entropy 0.927926 recall 0.772047 [0.997468,0.339806] relative_absolute_error 0.824279 root_mean_prior_squared_error 0.474633 root_mean_squared_error 0.404193 root_relative_squared_error 0.851592 scimark_benchmark 1746.22601863983 [ 896.781820051414, 1243.19677935484, 464.8233004329, 1892.73646209386, 4233.59173126615 ] total_cost 0 usercpu_time_millis 3.69099999999998 usercpu_time_millis_testing 0.459999999999994 usercpu_time_millis_training 3.23099999999998 area_under_roc_curve 0.964286 [0.964286,0.964286] area_under_roc_curve 0.87 [0.87,0.87] area_under_roc_curve 0.88875 [0.88875,0.88875] area_under_roc_curve 0.91125 [0.91125,0.91125] area_under_roc_curve 0.98375 [0.98375,0.98375] area_under_roc_curve 0.859585 [0.859585,0.859585] area_under_roc_curve 0.932845 [0.932845,0.932845] area_under_roc_curve 0.971917 [0.971917,0.971917] area_under_roc_curve 0.931624 [0.931624,0.931624] area_under_roc_curve 0.811966 [0.811966,0.811966] 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 0.730206 [0.851064,0.5] f_measure 0.636785 [0.824742,0.26087] f_measure 0.721222 [0.851064,0.461538] f_measure 0.721222 [0.851064,0.461538] f_measure 0.770186 [0.869565,0.571429] f_measure 0.615625 [0.8125,0.25] f_measure 0.726087 [0.847826,0.5] f_measure 0.816761 [0.886364,0.6875] f_measure 0.795469 [0.876404,0.645161] f_measure 0.758282 [0.853933,0.580645] kappa 0.39604 kappa 0.190476 kappa 0.363636 kappa 0.363636 kappa 0.470588 kappa 0.178082 kappa 0.393939 kappa 0.588477 kappa 0.541667 kappa 0.458333 kb_relative_information_score 14.718961 kb_relative_information_score 11.156568 kb_relative_information_score 11.933648 kb_relative_information_score 12.075726 kb_relative_information_score 15.437513 kb_relative_information_score 8.821534 kb_relative_information_score 12.750423 kb_relative_information_score 16.045611 kb_relative_information_score 13.14566 kb_relative_information_score 7.556538 mean_absolute_error 0.359797 mean_absolute_error 0.369226 mean_absolute_error 0.366476 mean_absolute_error 0.368443 mean_absolute_error 0.349742 mean_absolute_error 0.396256 mean_absolute_error 0.37546 mean_absolute_error 0.354631 mean_absolute_error 0.370955 mean_absolute_error 0.404372 mean_prior_absolute_error 0.451187 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.447761 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 mean_prior_absolute_error 0.452985 number_of_instances 61 [40,21] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [40,20] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] number_of_instances 60 [39,21] precision 0.829994 [0.740741,1] precision 0.80117 [0.701754,1] precision 0.82716 [0.740741,1] precision 0.82716 [0.740741,1] precision 0.846154 [0.769231,1] precision 0.794737 [0.684211,1] precision 0.828302 [0.735849,1] precision 0.867347 [0.795918,1] precision 0.857 [0.78,1] precision 0.809 [0.76,0.9] predictive_accuracy 0.770492 predictive_accuracy 0.716667 predictive_accuracy 0.766667 predictive_accuracy 0.766667 predictive_accuracy 0.8 predictive_accuracy 0.7 predictive_accuracy 0.766667 predictive_accuracy 0.833333 predictive_accuracy 0.816667 predictive_accuracy 0.783333 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 prior_entropy 0.927926 recall 0.770492 [1,0.333333] recall 0.716667 [1,0.15] recall 0.766667 [1,0.3] recall 0.766667 [1,0.3] recall 0.8 [1,0.4] recall 0.7 [1,0.142857] recall 0.766667 [1,0.333333] recall 0.833333 [1,0.52381] recall 0.816667 [1,0.47619] recall 0.783333 [0.974359,0.428571] relative_absolute_error 0.797446 relative_absolute_error 0.824605 relative_absolute_error 0.818463 relative_absolute_error 0.822856 relative_absolute_error 0.781091 relative_absolute_error 0.874766 relative_absolute_error 0.828857 relative_absolute_error 0.782875 relative_absolute_error 0.818913 relative_absolute_error 0.892683 root_mean_prior_squared_error 0.475128 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.47151 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_prior_squared_error 0.477017 root_mean_squared_error 0.391831 root_mean_squared_error 0.410619 root_mean_squared_error 0.404893 root_mean_squared_error 0.400509 root_mean_squared_error 0.382609 root_mean_squared_error 0.425811 root_mean_squared_error 0.403805 root_mean_squared_error 0.386932 root_mean_squared_error 0.400853 root_mean_squared_error 0.431554 root_relative_squared_error 0.824685 root_relative_squared_error 0.870861 root_relative_squared_error 0.858717 root_relative_squared_error 0.849419 root_relative_squared_error 0.811456 root_relative_squared_error 0.892654 root_relative_squared_error 0.84652 root_relative_squared_error 0.811149 root_relative_squared_error 0.840333 root_relative_squared_error 0.904694 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