1852574 2517 Lieuwe Stooker 145677 Supervised Classification area_under_roc_curve 5500 sklearn.ensemble.forest.RandomForestClassifier(16) 29015 bootstrap True 5500 class_weight None 5500 criterion gini 5500 max_depth None 5500 max_features auto 5500 max_leaf_nodes None 5500 min_impurity_split 1e-07 5500 min_samples_leaf 1 5500 min_samples_split 2 5500 min_weight_fraction_leaf 0.0 5500 n_estimators 10 5500 n_jobs 1 5500 oob_score False 5500 random_state None 5500 verbose 0 5500 warm_start False 5500 NumPy_1.11.3. Python_3.6.0. run_task SciPy_0.18.1. sklearn.ensemble.forest.RandomForestClassifier Sklearn_0.18.1. Wed_Mar_15_12.19.22_2017 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 4654173 description https://api.openml.org/data/download/4654173/description.xml -1 4654172 predictions https://api.openml.org/data/download/4654172/predictions.arff area_under_roc_curve 0.837894 [0.837894,0.837894] average_cost 0 f_measure 0.765201 [0.749574,0.778392] kappa 0.528227 kb_relative_information_score 1450.272645 mean_absolute_error 0.317089 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.76638 [0.731302,0.795992] predictive_accuracy 0.764863 prior_entropy 0.994847 recall 0.764863 [0.768783,0.761554] relative_absolute_error 0.638737 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.403847 root_relative_squared_error 0.810594 total_cost 0 area_under_roc_curve 0.834003 [0.834003,0.834003] area_under_roc_curve 0.828775 [0.828775,0.828775] area_under_roc_curve 0.85657 [0.85657,0.85657] area_under_roc_curve 0.884451 [0.884451,0.884451] area_under_roc_curve 0.826169 [0.826169,0.826169] area_under_roc_curve 0.842708 [0.842708,0.842708] area_under_roc_curve 0.832426 [0.832426,0.832426] area_under_roc_curve 0.818986 [0.818986,0.818986] area_under_roc_curve 0.849516 [0.849516,0.849516] area_under_roc_curve 0.809096 [0.809096,0.809096] 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 0.747797 [0.736842,0.757033] f_measure 0.75235 [0.736544,0.765743] f_measure 0.786947 [0.772727,0.798995] f_measure 0.787013 [0.775281,0.796954] f_measure 0.749633 [0.744565,0.753927] f_measure 0.771049 [0.762431,0.778351] f_measure 0.770667 [0.75,0.788177] f_measure 0.738389 [0.710059,0.762136] f_measure 0.792 [0.77193,0.808824] f_measure 0.75487 [0.734104,0.772277] kappa 0.49491 kappa 0.502574 kappa 0.571918 kappa 0.572674 kappa 0.500538 kappa 0.541838 kappa 0.538177 kappa 0.472256 kappa 0.580753 kappa 0.506438 kb_relative_information_score 136.860976 kb_relative_information_score 142.851028 kb_relative_information_score 150.409405 kb_relative_information_score 167.176301 kb_relative_information_score 139.692202 kb_relative_information_score 147.163939 kb_relative_information_score 148.510825 kb_relative_information_score 131.716329 kb_relative_information_score 153.636048 kb_relative_information_score 132.255591 mean_absolute_error 0.32766 mean_absolute_error 0.3192 mean_absolute_error 0.310933 mean_absolute_error 0.289867 mean_absolute_error 0.323467 mean_absolute_error 0.3152 mean_absolute_error 0.3128 mean_absolute_error 0.333067 mean_absolute_error 0.306133 mean_absolute_error 0.332533 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 0.751307 [0.703704,0.791444] precision 0.753567 [0.718232,0.783505] precision 0.787943 [0.755556,0.815385] precision 0.78897 [0.75,0.82199] precision 0.756085 [0.69898,0.804469] precision 0.774982 [0.726316,0.816216] precision 0.770667 [0.75,0.788177] precision 0.73828 [0.718563,0.754808] precision 0.792 [0.77193,0.808824] precision 0.755246 [0.725714,0.78] predictive_accuracy 0.74734 predictive_accuracy 0.752 predictive_accuracy 0.786667 predictive_accuracy 0.786667 predictive_accuracy 0.749333 predictive_accuracy 0.770667 predictive_accuracy 0.770667 predictive_accuracy 0.738667 predictive_accuracy 0.792 predictive_accuracy 0.754667 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 0.74734 [0.773256,0.72549] recall 0.752 [0.755814,0.748768] recall 0.786667 [0.790698,0.783251] recall 0.786667 [0.802326,0.773399] recall 0.749333 [0.796512,0.70936] recall 0.770667 [0.802326,0.743842] recall 0.770667 [0.75,0.788177] recall 0.738667 [0.701754,0.769608] recall 0.792 [0.77193,0.808824] recall 0.754667 [0.74269,0.764706] relative_absolute_error 0.660064 relative_absolute_error 0.642889 relative_absolute_error 0.626239 relative_absolute_error 0.58381 relative_absolute_error 0.651482 relative_absolute_error 0.634833 relative_absolute_error 0.629999 relative_absolute_error 0.671122 relative_absolute_error 0.616852 relative_absolute_error 0.670047 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 0.406725 root_mean_squared_error 0.40978 root_mean_squared_error 0.393073 root_mean_squared_error 0.371124 root_mean_squared_error 0.412698 root_mean_squared_error 0.401796 root_mean_squared_error 0.406776 root_mean_squared_error 0.415853 root_mean_squared_error 0.395912 root_mean_squared_error 0.422406 root_relative_squared_error 0.816413 root_relative_squared_error 0.822374 root_relative_squared_error 0.788845 root_relative_squared_error 0.744797 root_relative_squared_error 0.82823 root_relative_squared_error 0.806351 root_relative_squared_error 0.816345 root_relative_squared_error 0.834939 root_relative_squared_error 0.794904 root_relative_squared_error 0.848097 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