4101050 1 Jan van Rijn 14 Supervised Classification 6840 sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1) 2137672 axis 0 6758 copy true 6758 missing_values "NaN" 6758 strategy "most_frequent" 6758 verbose 0 6758 class_weight null 6841 criterion "gini" 6841 max_depth 1.9861768802935982 6841 max_features 1.0 6841 max_leaf_nodes null 6841 min_impurity_split 1e-07 6841 min_samples_leaf 14 6841 min_samples_split 17 6841 min_weight_fraction_leaf 0.0 6841 presort false 6841 random_state 614 6841 splitter "best" 6841 openml-pimp openml-python Sklearn_0.18.1. 14 mfeat-fourier https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff -1 9173850 description https://api.openml.org/data/download/9173850/description.xml -1 9173851 predictions https://api.openml.org/data/download/9173851/predictions.arff area_under_roc_curve 0.583074 [0.934378,0.52375,0.555083,0.541694,0.551639,0.549922,0.531528,0.555083,0.542917,0.54475] average_cost 0 f_measure 0.109505 [0.894349,0,0.200702,0,0,0,0,0,0,0] kappa 0.101111 kb_relative_information_score 244.881817 mean_absolute_error 0.164241 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] precision 0.099077 [0.879227,0,0.111545,0,0,0,0,0,0,0] predictive_accuracy 0.191 prior_entropy 3.321928 recall 0.191 [0.91,0,1,0,0,0,0,0,0,0] relative_absolute_error 0.912451 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.286737 root_relative_squared_error 0.95579 total_cost 0 area_under_roc_curve 0.578333 [0.891667,0.525,0.552778,0.525,0.552778,0.552778,0.525,0.552778,0.552778,0.552778] area_under_roc_curve 0.592778 [0.963889,0.508333,0.563889,0.563889,0.563889,0.563889,0.536111,0.563889,0.536111,0.563889] area_under_roc_curve 0.594444 [0.972222,0.555556,0.555556,0.555556,0.555556,0.527778,0.555556,0.555556,0.555556,0.555556] area_under_roc_curve 0.589444 [0.947222,0.552778,0.552778,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778] area_under_roc_curve 0.589444 [0.947222,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.552778,0.552778] area_under_roc_curve 0.583889 [0.919444,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.525,0.552778] area_under_roc_curve 0.587222 [0.936111,0.563889,0.563889,0.536111,0.563889,0.563889,0.508333,0.563889,0.536111,0.536111] area_under_roc_curve 0.597778 [0.988889,0.511111,0.566667,0.566667,0.538889,0.566667,0.566667,0.566667,0.566667,0.538889] area_under_roc_curve 0.589444 [0.947222,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778] area_under_roc_curve 0.593333 [0.966667,0.505556,0.561111,0.561111,0.561111,0.561111,0.561111,0.561111,0.561111,0.533333] 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 0.101952 [0.820513,0,0.199005,0,0,0,0,0,0,0] f_measure 0.108677 [0.883721,0,0.203046,0,0,0,0,0,0,0] f_measure 0.115 [0.95,0,0.2,0,0,0,0,0,0,0] f_measure 0.112208 [0.923077,0,0.199005,0,0,0,0,0,0,0] f_measure 0.112208 [0.923077,0,0.199005,0,0,0,0,0,0,0] f_measure 0.10708 [0.871795,0,0.199005,0,0,0,0,0,0,0] f_measure 0.104025 [0.837209,0,0.203046,0,0,0,0,0,0,0] f_measure 0.111317 [0.909091,0,0.204082,0,0,0,0,0,0,0] f_measure 0.112208 [0.923077,0,0.199005,0,0,0,0,0,0,0] f_measure 0.110678 [0.904762,0,0.20202,0,0,0,0,0,0,0] kappa 0.088889 kappa 0.105556 kappa 0.105556 kappa 0.1 kappa 0.1 kappa 0.094444 kappa 0.1 kappa 0.111111 kappa 0.1 kappa 0.105556 kb_relative_information_score 22.425038 kb_relative_information_score 25.190247 kb_relative_information_score 25.239955 kb_relative_information_score 24.352174 kb_relative_information_score 24.309163 kb_relative_information_score 23.383875 kb_relative_information_score 24.204244 kb_relative_information_score 26.147078 kb_relative_information_score 24.377866 kb_relative_information_score 25.252177 mean_absolute_error 0.166097 mean_absolute_error 0.163654 mean_absolute_error 0.163701 mean_absolute_error 0.164385 mean_absolute_error 0.164395 mean_absolute_error 0.165244 mean_absolute_error 0.164421 mean_absolute_error 0.162657 mean_absolute_error 0.164355 mean_absolute_error 0.163503 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 mean_prior_absolute_error 0.18 number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] number_of_instances 200 [20,20,20,20,20,20,20,20,20,20] precision 0.09526 [0.842105,0,0.110497,0,0,0,0,0,0,0] precision 0.093908 [0.826087,0,0.112994,0,0,0,0,0,0,0] precision 0.106111 [0.95,0,0.111111,0,0,0,0,0,0,0] precision 0.105787 [0.947368,0,0.110497,0,0,0,0,0,0,0] precision 0.105787 [0.947368,0,0.110497,0,0,0,0,0,0,0] precision 0.100523 [0.894737,0,0.110497,0,0,0,0,0,0,0] precision 0.08956 [0.782609,0,0.112994,0,0,0,0,0,0,0] precision 0.094697 [0.833333,0,0.113636,0,0,0,0,0,0,0] precision 0.105787 [0.947368,0,0.110497,0,0,0,0,0,0,0] precision 0.0976 [0.863636,0,0.11236,0,0,0,0,0,0,0] predictive_accuracy 0.18 predictive_accuracy 0.195 predictive_accuracy 0.195 predictive_accuracy 0.19 predictive_accuracy 0.19 predictive_accuracy 0.185 predictive_accuracy 0.19 predictive_accuracy 0.2 predictive_accuracy 0.19 predictive_accuracy 0.195 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 prior_entropy 3.321928 recall 0.18 [0.8,0,1,0,0,0,0,0,0,0] recall 0.195 [0.95,0,1,0,0,0,0,0,0,0] recall 0.195 [0.95,0,1,0,0,0,0,0,0,0] recall 0.19 [0.9,0,1,0,0,0,0,0,0,0] recall 0.19 [0.9,0,1,0,0,0,0,0,0,0] recall 0.185 [0.85,0,1,0,0,0,0,0,0,0] recall 0.19 [0.9,0,1,0,0,0,0,0,0,0] recall 0.2 [1,0,1,0,0,0,0,0,0,0] recall 0.19 [0.9,0,1,0,0,0,0,0,0,0] recall 0.195 [0.95,0,1,0,0,0,0,0,0,0] relative_absolute_error 0.922763 relative_absolute_error 0.909188 relative_absolute_error 0.909452 relative_absolute_error 0.913248 relative_absolute_error 0.913306 relative_absolute_error 0.918022 relative_absolute_error 0.91345 relative_absolute_error 0.903653 relative_absolute_error 0.913083 relative_absolute_error 0.908349 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.289136 root_mean_squared_error 0.287041 root_mean_squared_error 0.284927 root_mean_squared_error 0.285816 root_mean_squared_error 0.285794 root_mean_squared_error 0.287487 root_mean_squared_error 0.288895 root_mean_squared_error 0.286177 root_mean_squared_error 0.285758 root_mean_squared_error 0.286309 root_relative_squared_error 0.963785 root_relative_squared_error 0.956802 root_relative_squared_error 0.949757 root_relative_squared_error 0.952719 root_relative_squared_error 0.952647 root_relative_squared_error 0.958289 root_relative_squared_error 0.962985 root_relative_squared_error 0.953924 root_relative_squared_error 0.952527 root_relative_squared_error 0.954363 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 usercpu_time_millis 5838.605012999991 usercpu_time_millis 5910.317278999997 usercpu_time_millis 5524.832739000004 usercpu_time_millis 5577.733354000017 usercpu_time_millis 5538.6637799999935 usercpu_time_millis 5730.946579999994 usercpu_time_millis 5644.860199999996 usercpu_time_millis 5605.824764999994 usercpu_time_millis 5773.947389 usercpu_time_millis 5460.641758999998 usercpu_time_millis_testing 0.8573429999927384 usercpu_time_millis_testing 0.9666990000027909 usercpu_time_millis_testing 0.9091360000041959 usercpu_time_millis_testing 0.8470310000063819 usercpu_time_millis_testing 0.8696249999928796 usercpu_time_millis_testing 0.8454620000009072 usercpu_time_millis_testing 0.8823800000072879 usercpu_time_millis_testing 0.8776299999908588 usercpu_time_millis_testing 1.0348560000181806 usercpu_time_millis_testing 0.9712890000059815 usercpu_time_millis_training 5837.747669999999 usercpu_time_millis_training 5909.350579999995 usercpu_time_millis_training 5523.923603 usercpu_time_millis_training 5576.886323000011 usercpu_time_millis_training 5537.7941550000005 usercpu_time_millis_training 5730.101117999993 usercpu_time_millis_training 5643.977819999989 usercpu_time_millis_training 5604.947135000003 usercpu_time_millis_training 5772.9125329999815 usercpu_time_millis_training 5459.670469999992