1838192 1526 Josep Pon Farreny 9977 Supervised Classification 4834 sklearn.tree.tree.DecisionTreeClassifier(3) 24107 min_impurity_split 1e-07 4834 class_weight None 4834 min_weight_fraction_leaf 0.0 4834 max_leaf_nodes None 4834 splitter best 4834 min_samples_leaf 1 4834 min_samples_split 2 4834 random_state None 4834 criterion gini 4834 max_features None 4834 presort False 4834 max_depth None 4834 Mon_Oct_31_13.06.52_2016 NumPy_1.11.2. Python_3.5.2. run_task SciPy_0.18.1. sklearn.tree.tree.DecisionTreeClassifier Sklearn_0.18. 1486 nomao https://www.openml.org/data/download/1592278/phpDYCOet -1 4614711 description https://api.openml.org/data/download/4614711/description.xml -1 4614710 predictions https://api.openml.org/data/download/4614710/predictions.csv area_under_roc_curve 0.934637 [0.934637,0.934637] average_cost 0 f_measure 0.947239 [0.907471,0.963139] kappa 0.87061 kb_relative_information_score 29635.897704 mean_absolute_error 0.052735 mean_prior_absolute_error 0.40809 number_of_instances 34465 [9844,24621] precision 0.947202 [0.909834,0.962143] predictive_accuracy 0.94728 prior_entropy 0.863016 recall 0.94728 [0.90512,0.964136] relative_absolute_error 0.129223 root_mean_prior_squared_error 0.451711 root_mean_squared_error 0.229574 root_relative_squared_error 0.508232 total_cost 0 area_under_roc_curve 0.934151 [0.934151,0.934151] area_under_roc_curve 0.933561 [0.933561,0.933561] area_under_roc_curve 0.931042 [0.931042,0.931042] area_under_roc_curve 0.942417 [0.942417,0.942417] area_under_roc_curve 0.941926 [0.941926,0.941926] area_under_roc_curve 0.93162 [0.93162,0.93162] area_under_roc_curve 0.930384 [0.930384,0.930384] area_under_roc_curve 0.941679 [0.941679,0.941679] area_under_roc_curve 0.931317 [0.931317,0.931317] area_under_roc_curve 0.928266 [0.928266,0.928266] 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 0.946056 [0.905584,0.962226] f_measure 0.946555 [0.906218,0.962693] f_measure 0.94453 [0.9027,0.961265] f_measure 0.953003 [0.917766,0.9671] f_measure 0.952705 [0.917217,0.966904] f_measure 0.946173 [0.905177,0.962558] f_measure 0.942049 [0.898888,0.9593] f_measure 0.953229 [0.917899,0.967349] f_measure 0.94372 [0.901523,0.960585] f_measure 0.944357 [0.901698,0.961406] kappa 0.86781 kappa 0.868912 kappa 0.863966 kappa 0.884866 kappa 0.88412 kappa 0.867739 kappa 0.858189 kappa 0.885249 kappa 0.862108 kappa 0.863114 kb_relative_information_score 2951.530543 kb_relative_information_score 2959.535634 kb_relative_information_score 2939.778024 kb_relative_information_score 3016.830543 kb_relative_information_score 3014.546587 kb_relative_information_score 2953.99826 kb_relative_information_score 2913.770482 kb_relative_information_score 3017.765863 kb_relative_information_score 2930.085409 kb_relative_information_score 2938.056359 mean_absolute_error 0.054018 mean_absolute_error 0.053293 mean_absolute_error 0.055469 mean_absolute_error 0.047055 mean_absolute_error 0.047287 mean_absolute_error 0.053685 mean_absolute_error 0.058096 mean_absolute_error 0.046721 mean_absolute_error 0.056297 mean_absolute_error 0.055427 mean_prior_absolute_error 0.408023 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 number_of_instances 3447 [984,2463] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] precision 0.946074 [0.904665,0.962617] precision 0.946501 [0.909928,0.961134] precision 0.94448 [0.90593,0.959903] precision 0.953003 [0.917766,0.9671] precision 0.952698 [0.917683,0.966707] precision 0.946087 [0.913133,0.959258] precision 0.942156 [0.894366,0.961256] precision 0.953188 [0.921187,0.965978] precision 0.943738 [0.900609,0.960976] precision 0.944261 [0.913452,0.956574] predictive_accuracy 0.94604 predictive_accuracy 0.94662 predictive_accuracy 0.944589 predictive_accuracy 0.953003 predictive_accuracy 0.952713 predictive_accuracy 0.946315 predictive_accuracy 0.941962 predictive_accuracy 0.953279 predictive_accuracy 0.943703 predictive_accuracy 0.944573 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 recall 0.94604 [0.906504,0.961835] recall 0.94662 [0.902538,0.964257] recall 0.944589 [0.899492,0.962632] recall 0.953003 [0.917766,0.9671] recall 0.952713 [0.916751,0.9671] recall 0.946315 [0.897358,0.965881] recall 0.941962 [0.903455,0.957352] recall 0.953279 [0.914634,0.968725] recall 0.943703 [0.902439,0.960195] recall 0.944573 [0.890244,0.966288] relative_absolute_error 0.13239 relative_absolute_error 0.130572 relative_absolute_error 0.135903 relative_absolute_error 0.11529 relative_absolute_error 0.115859 relative_absolute_error 0.131563 relative_absolute_error 0.142373 relative_absolute_error 0.114495 relative_absolute_error 0.137963 relative_absolute_error 0.13583 root_mean_prior_squared_error 0.451636 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_squared_error 0.232318 root_mean_squared_error 0.230594 root_mean_squared_error 0.235419 root_mean_squared_error 0.216816 root_mean_squared_error 0.217457 root_mean_squared_error 0.231701 root_mean_squared_error 0.240935 root_mean_squared_error 0.21615 root_mean_squared_error 0.23727 root_mean_squared_error 0.235429 root_relative_squared_error 0.514392 root_relative_squared_error 0.51042 root_relative_squared_error 0.521099 root_relative_squared_error 0.479921 root_relative_squared_error 0.48134 root_relative_squared_error 0.512982 root_relative_squared_error 0.533426 root_relative_squared_error 0.478552 root_relative_squared_error 0.525312 root_relative_squared_error 0.521234 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