1836147 1526 Josep Pon Farreny 3577 Supervised Classification predictive_accuracy 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 NumPy_1.11.2. Python_3.5.2. run_task SciPy_0.18.1. sklearn.tree.tree.DecisionTreeClassifier Sklearn_0.18. Thu_Oct_27_17.48.47_2016 685 visualizing_livestock https://www.openml.org/data/download/52985/visualizing_livestock.arff -1 4610610 description https://api.openml.org/data/download/4610610/description.xml -1 4610611 predictions https://api.openml.org/data/download/4610611/predictions.csv area_under_roc_curve 0.605769 [0.600962,0.778846,0.524038,0.649038,0.475962] average_cost 0 f_measure 0.368222 [0.363636,0.641509,0.217391,0.44,0.178571] kappa 0.211538 kb_relative_information_score 36.630956 mean_absolute_error 0.252308 mean_prior_absolute_error 0.32 number_of_instances 130 [26,26,26,26,26] precision 0.369891 [0.344828,0.62963,0.25,0.458333,0.166667] predictive_accuracy 0.369231 prior_entropy 2.321928 recall 0.369231 [0.384615,0.653846,0.192308,0.423077,0.192308] relative_absolute_error 0.788462 root_mean_prior_squared_error 0.4 root_mean_squared_error 0.502302 root_relative_squared_error 1.255756 total_cost 0 area_under_roc_curve 0.568182 [0.454545,0.783333,0.35,0.863636,0.45] area_under_roc_curve 0.763636 [0.659091,0.666667,0.95,0.704545,0.783333] area_under_roc_curve 0.618182 [0.616667,0.833333,0.409091,0.409091,0.683333] area_under_roc_curve 0.663636 [0.616667,0.95,0.409091,0.954545,0.4] area_under_roc_curve 0.622727 [0.616667,0.783333,0.454545,0.783333,0.318182] area_under_roc_curve 0.568182 [0.733333,0.616667,0.454545,0.4,0.613636] area_under_roc_curve 0.481818 [0.3,0.909091,0.5,0.5,0.272727] area_under_roc_curve 0.568182 [0.633333,0.454545,0.45,0.833333,0.363636] area_under_roc_curve 0.622727 [0.659091,0.863636,0.566667,0.666667,0.45] area_under_roc_curve 0.604545 [0.704545,1,0.566667,0.516667,0.4] 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 0.241758 [0,0.666667,0,0.571429,0] f_measure 0.605495 [0.4,0.5,0.857143,0.5,0.666667] f_measure 0.392308 [0.4,0.8,0,0,0.5] f_measure 0.413187 [0.4,0.857143,0,0.8,0] f_measure 0.4 [0.4,0.666667,0,0.666667,0] f_measure 0.275458 [0.571429,0.4,0,0,0.333333] f_measure 0.102564 [0,0.666667,0,0,0] f_measure 0.287179 [0.444444,0,0,0.8,0] f_measure 0.341758 [0.4,0.571429,0.333333,0.5,0] f_measure 0.373626 [0.5,1,0.333333,0.285714,0] kappa 0.139706 kappa 0.518519 kappa 0.223881 kappa 0.325926 kappa 0.22963 kappa 0.133333 kappa -0.028777 kappa 0.126866 kappa 0.246377 kappa 0.223881 kb_relative_information_score 2.752178 kb_relative_information_score 7.306766 kb_relative_information_score 3.890825 kb_relative_information_score 5.029472 kb_relative_information_score 3.890825 kb_relative_information_score 2.752178 kb_relative_information_score 0.474884 kb_relative_information_score 2.752178 kb_relative_information_score 3.890825 kb_relative_information_score 3.890825 mean_absolute_error 0.276923 mean_absolute_error 0.153846 mean_absolute_error 0.246154 mean_absolute_error 0.215385 mean_absolute_error 0.246154 mean_absolute_error 0.276923 mean_absolute_error 0.338462 mean_absolute_error 0.276923 mean_absolute_error 0.246154 mean_absolute_error 0.246154 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 mean_prior_absolute_error 0.32 number_of_instances 13 [2,3,3,2,3] number_of_instances 13 [2,3,3,2,3] number_of_instances 13 [3,3,2,2,3] number_of_instances 13 [3,3,2,2,3] number_of_instances 13 [3,3,2,3,2] number_of_instances 13 [3,3,2,3,2] number_of_instances 13 [3,2,3,3,2] number_of_instances 13 [3,2,3,3,2] number_of_instances 13 [2,2,3,3,3] number_of_instances 13 [2,2,3,3,3] precision 0.215385 [0,0.666667,0,0.4,0] precision 0.685897 [0.333333,1,0.75,0.5,0.666667] precision 0.438462 [0.5,1,0,0,0.4] precision 0.391026 [0.5,0.75,0,0.666667,0] precision 0.423077 [0.5,0.666667,0,0.666667,0] precision 0.269231 [0.5,0.5,0,0,0.25] precision 0.076923 [0,0.5,0,0,0] precision 0.307692 [0.333333,0,0,1,0] precision 0.420513 [0.333333,0.4,0.333333,1,0] precision 0.365385 [0.5,1,0.333333,0.25,0] predictive_accuracy 0.307692 predictive_accuracy 0.615385 predictive_accuracy 0.384615 predictive_accuracy 0.461538 predictive_accuracy 0.384615 predictive_accuracy 0.307692 predictive_accuracy 0.153846 predictive_accuracy 0.307692 predictive_accuracy 0.384615 predictive_accuracy 0.384615 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 prior_entropy 2.321928 recall 0.307692 [0,0.666667,0,1,0] recall 0.615385 [0.5,0.333333,1,0.5,0.666667] recall 0.384615 [0.333333,0.666667,0,0,0.666667] recall 0.461538 [0.333333,1,0,1,0] recall 0.384615 [0.333333,0.666667,0,0.666667,0] recall 0.307692 [0.666667,0.333333,0,0,0.5] recall 0.153846 [0,1,0,0,0] recall 0.307692 [0.666667,0,0,0.666667,0] recall 0.384615 [0.5,1,0.333333,0.333333,0] recall 0.384615 [0.5,1,0.333333,0.333333,0] relative_absolute_error 0.865385 relative_absolute_error 0.480769 relative_absolute_error 0.769231 relative_absolute_error 0.673077 relative_absolute_error 0.769231 relative_absolute_error 0.865385 relative_absolute_error 1.057692 relative_absolute_error 0.865385 relative_absolute_error 0.769231 relative_absolute_error 0.769231 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_prior_squared_error 0.4 root_mean_squared_error 0.526235 root_mean_squared_error 0.392232 root_mean_squared_error 0.496139 root_mean_squared_error 0.464095 root_mean_squared_error 0.496139 root_mean_squared_error 0.526235 root_mean_squared_error 0.581774 root_mean_squared_error 0.526235 root_mean_squared_error 0.496139 root_mean_squared_error 0.496139 root_relative_squared_error 1.315587 root_relative_squared_error 0.980581 root_relative_squared_error 1.240347 root_relative_squared_error 1.160239 root_relative_squared_error 1.240347 root_relative_squared_error 1.315587 root_relative_squared_error 1.454436 root_relative_squared_error 1.315587 root_relative_squared_error 1.240347 root_relative_squared_error 1.240347 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