8055131 2702 OpenML_Bot R 49 Supervised Classification 5965 mlr.classif.ranger(9) 6085521 num.trees 668 5965 mtry 8 5965 min.node.size 72 5965 replace FALSE 5965 sample.fraction 0.193973666755483 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 mlrRandomBot sciBenchV10 50 tic-tac-toe https://www.openml.org/data/download/50/dataset_50_tic-tac-toe.arff -1 17032822 description https://api.openml.org/data/download/17032822/description636186b6a03.xml -1 17032823 predictions https://api.openml.org/data/download/17032823/predictions63616e2e334.arff area_under_roc_curve 0.749702 [0.749702,0.749702] average_cost 0 f_measure 0.692722 [0.453782,0.819444] kappa 0.308864 kb_relative_information_score 114.097007 mean_absolute_error 0.403399 mean_prior_absolute_error 0.453008 number_of_instances 958 [332,626] precision 0.733543 [0.75,0.724816] predictive_accuracy 0.728601 prior_entropy 0.931246 recall 0.728601 [0.325301,0.942492] relative_absolute_error 0.890491 root_mean_prior_squared_error 0.475873 root_mean_squared_error 0.440825 root_relative_squared_error 0.92635 scimark_benchmark 1872.87973104321 [ 958.373978021978, 1333.53287750865, 497.102696296296, 2024.27799227799, 4551.11111111111 ] total_cost 0 usercpu_time_millis 1.016 usercpu_time_millis_testing 0.122000000000003 usercpu_time_millis_training 0.893999999999998 area_under_roc_curve 0.708995 [0.708995,0.708995] area_under_roc_curve 0.760943 [0.760943,0.760943] area_under_roc_curve 0.793651 [0.793651,0.793651] area_under_roc_curve 0.716691 [0.716691,0.716691] area_under_roc_curve 0.789322 [0.789322,0.789322] area_under_roc_curve 0.809524 [0.809524,0.809524] area_under_roc_curve 0.73055 [0.73055,0.73055] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 0.674487 [0.674487,0.674487] area_under_roc_curve 0.78348 [0.78348,0.78348] 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 0.673214 [0.4,0.816327] f_measure 0.736711 [0.521739,0.849315] f_measure 0.686679 [0.44898,0.811189] f_measure 0.632601 [0.318182,0.797297] f_measure 0.747077 [0.56,0.84507] f_measure 0.721627 [0.488889,0.843537] f_measure 0.659418 [0.408163,0.797203] f_measure 0.68883 [0.470588,0.808511] f_measure 0.666316 [0.431373,0.791367] f_measure 0.709992 [0.478261,0.833333] kappa 0.265306 kappa 0.406408 kappa 0.289474 kappa 0.176672 kappa 0.425775 kappa 0.37415 kappa 0.2443 kappa 0.306952 kappa 0.24665 kappa 0.350797 kb_relative_information_score 9.653892 kb_relative_information_score 7.652447 kb_relative_information_score 14.388183 kb_relative_information_score 9.371045 kb_relative_information_score 13.532404 kb_relative_information_score 15.230922 kb_relative_information_score 8.873048 kb_relative_information_score 13.542684 kb_relative_information_score 7.827852 kb_relative_information_score 14.024531 mean_absolute_error 0.406589 mean_absolute_error 0.416269 mean_absolute_error 0.392259 mean_absolute_error 0.408843 mean_absolute_error 0.394433 mean_absolute_error 0.390333 mean_absolute_error 0.414622 mean_absolute_error 0.399913 mean_absolute_error 0.416653 mean_absolute_error 0.394119 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.452148 mean_prior_absolute_error 0.455339 mean_prior_absolute_error 0.455339 mean_prior_absolute_error 0.453257 mean_prior_absolute_error 0.453257 number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [33,63] number_of_instances 96 [34,62] number_of_instances 96 [34,62] number_of_instances 95 [33,62] number_of_instances 95 [33,62] precision 0.726562 [0.75,0.714286] precision 0.807519 [0.923077,0.746988] precision 0.712109 [0.6875,0.725] precision 0.674265 [0.636364,0.694118] precision 0.781506 [0.823529,0.759494] precision 0.799479 [0.916667,0.738095] precision 0.690586 [0.666667,0.703704] precision 0.715981 [0.705882,0.721519] precision 0.678446 [0.611111,0.714286] precision 0.771462 [0.846154,0.731707] predictive_accuracy 0.71875 predictive_accuracy 0.770833 predictive_accuracy 0.71875 predictive_accuracy 0.6875 predictive_accuracy 0.770833 predictive_accuracy 0.760417 predictive_accuracy 0.697917 predictive_accuracy 0.71875 predictive_accuracy 0.694737 predictive_accuracy 0.747368 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 prior_entropy 0.931246 recall 0.71875 [0.272727,0.952381] recall 0.770833 [0.363636,0.984127] recall 0.71875 [0.333333,0.920635] recall 0.6875 [0.212121,0.936508] recall 0.770833 [0.424242,0.952381] recall 0.760417 [0.333333,0.984127] recall 0.697917 [0.294118,0.919355] recall 0.71875 [0.352941,0.919355] recall 0.694737 [0.333333,0.887097] recall 0.747368 [0.333333,0.967742] relative_absolute_error 0.899238 relative_absolute_error 0.920647 relative_absolute_error 0.867545 relative_absolute_error 0.904223 relative_absolute_error 0.872352 relative_absolute_error 0.863286 relative_absolute_error 0.91058 relative_absolute_error 0.878276 relative_absolute_error 0.919244 relative_absolute_error 0.869526 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.474969 root_mean_prior_squared_error 0.478316 root_mean_prior_squared_error 0.478316 root_mean_prior_squared_error 0.476134 root_mean_prior_squared_error 0.476134 root_mean_squared_error 0.45147 root_mean_squared_error 0.446255 root_mean_squared_error 0.427367 root_mean_squared_error 0.450335 root_mean_squared_error 0.43227 root_mean_squared_error 0.424319 root_mean_squared_error 0.449887 root_mean_squared_error 0.436462 root_mean_squared_error 0.456661 root_mean_squared_error 0.431946 root_relative_squared_error 0.950524 root_relative_squared_error 0.939546 root_relative_squared_error 0.899779 root_relative_squared_error 0.948136 root_relative_squared_error 0.9101 root_relative_squared_error 0.893361 root_relative_squared_error 0.940565 root_relative_squared_error 0.912498 root_relative_squared_error 0.959101 root_relative_squared_error 0.907194 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