1837535 1526 Josep Pon Farreny 9922 Supervised Classification predictive_accuracy 4830 sklearn.ensemble.forest.RandomForestClassifier(13) 24071 bootstrap True 4830 warm_start False 4830 min_samples_leaf 1 4830 criterion gini 4830 min_samples_split 2 4830 random_state None 4830 min_impurity_split 1e-07 4830 max_features auto 4830 n_jobs 1 4830 class_weight None 4830 max_leaf_nodes None 4830 oob_score False 4830 max_depth None 4830 min_weight_fraction_leaf 0.0 4830 verbose 0 4830 n_estimators 10 4830 Fri_Oct_28_14.34.04_2016 NumPy_1.11.2. Python_3.5.2. run_task SciPy_0.18.1. sklearn.ensemble.forest.RandomForestClassifier Sklearn_0.18. 1540 volcanoes-d3 https://www.openml.org/data/download/1593736/phpZvTVNJ -1 4613389 description https://api.openml.org/data/download/4613389/description.xml -1 4613390 predictions https://api.openml.org/data/download/4613390/predictions.csv area_under_roc_curve 0.732409 [0.738269,0.618336,0.668414,0.668332,0.506121] average_cost 0 f_measure 0.919234 [0.970082,0.088235,0.081633,0.033223,0.038095] kappa 0.081573 kb_relative_information_score -4885.634968 mean_absolute_error 0.037954 mean_prior_absolute_error 0.042816 number_of_instances 9285 [8771,58,119,241,96] precision 0.905142 [0.948573,0.3,0.214286,0.083333,0.222222] predictive_accuracy 0.939365 prior_entropy 0.411369 recall 0.939365 [0.992589,0.051724,0.05042,0.020747,0.020833] relative_absolute_error 0.886429 root_mean_prior_squared_error 0.14606 root_mean_squared_error 0.148041 root_relative_squared_error 1.013563 total_cost 0 area_under_roc_curve 0.703842 [0.708585,0.488624,0.726418,0.66296,0.463587] area_under_roc_curve 0.673007 [0.675632,0.650776,0.674618,0.651565,0.505658] area_under_roc_curve 0.750418 [0.756677,0.640303,0.68098,0.66349,0.559521] area_under_roc_curve 0.796181 [0.802945,0.736096,0.755362,0.725552,0.457563] area_under_roc_curve 0.707205 [0.711725,0.648971,0.618003,0.684968,0.506202] area_under_roc_curve 0.729922 [0.735294,0.634129,0.690443,0.666505,0.511928] area_under_roc_curve 0.772765 [0.777919,0.67909,0.633506,0.783508,0.508878] area_under_roc_curve 0.647112 [0.651161,0.687107,0.556223,0.56773,0.571999] area_under_roc_curve 0.786744 [0.797047,0.479393,0.636281,0.663993,0.515657] area_under_roc_curve 0.758686 [0.767612,0.560195,0.714429,0.616565,0.459195] 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 0.919675 [0.971143,0,0,0.071429,0] f_measure 0.913646 [0.965865,0.285714,0,0,0] f_measure 0.919214 [0.969933,0,0.125,0,0.181818] f_measure 0.920783 [0.969222,0.5,0.2,0,0] f_measure 0.915132 [0.969393,0,0,0,0] f_measure 0.919529 [0.969866,0,0.25,0,0] f_measure 0.915067 [0.96828,0,0,0,0] f_measure 0.918282 [0.971682,0,0,0,0] f_measure 0.9251 [0.973787,0,0,0.129032,0.153846] f_measure 0.923637 [0.971619,0,0.142857,0.137931,0] kappa 0.047032 kappa 0.065233 kappa 0.086272 kappa 0.152149 kappa 0.038285 kappa 0.095795 kappa 0.006974 kappa 0.031334 kappa 0.162746 kappa 0.10952 kb_relative_information_score -388.045542 kb_relative_information_score -587.793916 kb_relative_information_score -456.631759 kb_relative_information_score -480.353262 kb_relative_information_score -669.6628 kb_relative_information_score -526.499106 kb_relative_information_score -462.649621 kb_relative_information_score -395.401744 kb_relative_information_score -496.259573 kb_relative_information_score -422.337645 mean_absolute_error 0.034919 mean_absolute_error 0.04099 mean_absolute_error 0.037158 mean_absolute_error 0.038751 mean_absolute_error 0.042928 mean_absolute_error 0.038707 mean_absolute_error 0.037802 mean_absolute_error 0.035129 mean_absolute_error 0.037414 mean_absolute_error 0.035733 mean_prior_absolute_error 0.042645 mean_prior_absolute_error 0.043048 mean_prior_absolute_error 0.043048 mean_prior_absolute_error 0.043048 mean_prior_absolute_error 0.043048 mean_prior_absolute_error 0.042668 mean_prior_absolute_error 0.042666 mean_prior_absolute_error 0.042659 mean_prior_absolute_error 0.042667 mean_prior_absolute_error 0.042667 number_of_instances 929 [878,6,12,24,9] number_of_instances 929 [877,6,12,24,10] number_of_instances 929 [877,6,12,24,10] number_of_instances 929 [877,6,12,24,10] number_of_instances 929 [877,6,12,24,10] number_of_instances 928 [877,6,11,24,10] number_of_instances 928 [877,5,12,24,10] number_of_instances 928 [877,5,12,25,9] number_of_instances 928 [877,6,12,24,9] number_of_instances 928 [877,6,12,24,9] precision 0.901442 [0.94697,0,0,0.25,0] precision 0.901727 [0.948352,1,0,0,0] precision 0.908712 [0.947769,0,0.25,0,1] precision 0.908068 [0.951648,1,0.25,0,0] precision 0.893746 [0.946739,0,0,0,0] precision 0.902274 [0.949727,0,0.4,0,0] precision 0.893682 [0.945652,0,0,0,0] precision 0.894927 [0.94697,0,0,0,0] precision 0.910493 [0.953057,0,0,0.285714,0.25] precision 0.913574 [0.948913,0,0.5,0.4,0] predictive_accuracy 0.942949 predictive_accuracy 0.930032 predictive_accuracy 0.93972 predictive_accuracy 0.936491 predictive_accuracy 0.937567 predictive_accuracy 0.938578 predictive_accuracy 0.9375 predictive_accuracy 0.942888 predictive_accuracy 0.943966 predictive_accuracy 0.943966 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 prior_entropy 0.411369 recall 0.942949 [0.996583,0,0,0.041667,0] recall 0.930032 [0.984036,0.166667,0,0,0] recall 0.93972 [0.993158,0,0.083333,0,0.1] recall 0.936491 [0.987457,0.333333,0.166667,0,0] recall 0.937567 [0.993158,0,0,0,0] recall 0.938578 [0.990878,0,0.181818,0,0] recall 0.9375 [0.992018,0,0,0,0] recall 0.942888 [0.997719,0,0,0,0] recall 0.943966 [0.995439,0,0,0.083333,0.111111] recall 0.943966 [0.995439,0,0.083333,0.083333,0] relative_absolute_error 0.818828 relative_absolute_error 0.952211 relative_absolute_error 0.863191 relative_absolute_error 0.9002 relative_absolute_error 0.997221 relative_absolute_error 0.907156 relative_absolute_error 0.886 relative_absolute_error 0.823494 relative_absolute_error 0.876872 relative_absolute_error 0.837473 root_mean_prior_squared_error 0.145474 root_mean_prior_squared_error 0.146849 root_mean_prior_squared_error 0.146849 root_mean_prior_squared_error 0.146849 root_mean_prior_squared_error 0.146849 root_mean_prior_squared_error 0.145553 root_mean_prior_squared_error 0.145543 root_mean_prior_squared_error 0.14552 root_mean_prior_squared_error 0.145549 root_mean_prior_squared_error 0.145549 root_mean_squared_error 0.145799 root_mean_squared_error 0.155986 root_mean_squared_error 0.144374 root_mean_squared_error 0.145207 root_mean_squared_error 0.155155 root_mean_squared_error 0.147712 root_mean_squared_error 0.147464 root_mean_squared_error 0.148716 root_mean_squared_error 0.14472 root_mean_squared_error 0.14472 root_relative_squared_error 1.002233 root_relative_squared_error 1.062216 root_relative_squared_error 0.983145 root_relative_squared_error 0.988816 root_relative_squared_error 1.056562 root_relative_squared_error 1.014837 root_relative_squared_error 1.013199 root_relative_squared_error 1.021961 root_relative_squared_error 0.994305 root_relative_squared_error 0.994305 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