4122825 1 Jan van Rijn 14 Supervised Classification 6840 sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1) 2159442 axis 0 6758 copy true 6758 missing_values "NaN" 6758 strategy "most_frequent" 6758 verbose 0 6758 class_weight null 6841 criterion "entropy" 6841 max_depth 1.3700685407514301 6841 max_features 1.0 6841 max_leaf_nodes null 6841 min_impurity_split 1e-07 6841 min_samples_leaf 3 6841 min_samples_split 2 6841 min_weight_fraction_leaf 0.0 6841 presort false 6841 random_state 53851 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 9217410 description https://api.openml.org/data/download/9217410/description.xml -1 9217411 predictions https://api.openml.org/data/download/9217411/predictions.arff area_under_roc_curve 0.715802 [0.794678,0.651806,0.727044,0.694978,0.665361,0.579833,0.77095,0.732756,0.782472,0.758144] average_cost 0 f_measure 0.066203 [0.360806,0,0,0,0,0,0,0.301223,0,0] kappa 0.107778 kb_relative_information_score 477.728152 mean_absolute_error 0.165409 mean_prior_absolute_error 0.18 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] precision 0.039865 [0.220852,0,0,0,0,0,0,0.177798,0,0] predictive_accuracy 0.197 prior_entropy 3.321928 recall 0.197 [0.985,0,0,0,0,0,0,0.985,0,0] relative_absolute_error 0.918936 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.287724 root_relative_squared_error 0.95908 total_cost 0 area_under_roc_curve 0.722222 [0.805556,0.611111,0.722222,0.75,0.694444,0.611111,0.777778,0.722222,0.75,0.777778] area_under_roc_curve 0.734444 [0.8,0.7,0.7,0.727778,0.727778,0.588889,0.8,0.727778,0.8,0.772222] area_under_roc_curve 0.724444 [0.794444,0.677778,0.761111,0.677778,0.622222,0.622222,0.738889,0.761111,0.794444,0.794444] area_under_roc_curve 0.72 [0.788889,0.655556,0.738889,0.711111,0.683333,0.572222,0.788889,0.738889,0.816667,0.705556] area_under_roc_curve 0.742222 [0.816667,0.738889,0.711111,0.738889,0.683333,0.627778,0.788889,0.711111,0.816667,0.788889] area_under_roc_curve 0.724444 [0.822222,0.677778,0.733333,0.733333,0.677778,0.566667,0.766667,0.733333,0.794444,0.738889] area_under_roc_curve 0.723333 [0.772222,0.644444,0.755556,0.7,0.672222,0.588889,0.8,0.755556,0.8,0.744444] area_under_roc_curve 0.726667 [0.811111,0.716667,0.744444,0.633333,0.633333,0.661111,0.783333,0.744444,0.727778,0.811111] area_under_roc_curve 0.725556 [0.788889,0.6,0.738889,0.738889,0.683333,0.627778,0.733333,0.738889,0.816667,0.788889] area_under_roc_curve 0.73 [0.794444,0.733333,0.733333,0.705556,0.705556,0.511111,0.766667,0.761111,0.794444,0.794444] 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 0.065594 [0.363636,0,0,0,0,0,0,0.292308,0,0] f_measure 0.065402 [0.357143,0,0,0,0,0,0,0.296875,0,0] f_measure 0.066834 [0.350877,0,0,0,0,0,0,0.31746,0,0] f_measure 0.0657 [0.358491,0,0,0,0,0,0,0.298507,0,0] f_measure 0.066094 [0.377358,0,0,0,0,0,0,0.283582,0,0] f_measure 0.067873 [0.384615,0,0,0,0,0,0,0.294118,0,0] f_measure 0.065179 [0.339286,0,0,0,0,0,0,0.3125,0,0] f_measure 0.06734 [0.37037,0,0,0,0,0,0,0.30303,0,0] f_measure 0.0657 [0.358491,0,0,0,0,0,0,0.298507,0,0] f_measure 0.066834 [0.350877,0,0,0,0,0,0,0.31746,0,0] kappa 0.105556 kappa 0.105556 kappa 0.111111 kappa 0.105556 kappa 0.105556 kappa 0.111111 kappa 0.105556 kappa 0.111111 kappa 0.105556 kappa 0.111111 kb_relative_information_score 47.343374 kb_relative_information_score 48.468587 kb_relative_information_score 47.620448 kb_relative_information_score 47.125067 kb_relative_information_score 48.758983 kb_relative_information_score 47.594302 kb_relative_information_score 47.634812 kb_relative_information_score 47.254492 kb_relative_information_score 47.501494 kb_relative_information_score 48.426594 mean_absolute_error 0.165688 mean_absolute_error 0.165024 mean_absolute_error 0.165528 mean_absolute_error 0.165773 mean_absolute_error 0.164825 mean_absolute_error 0.165457 mean_absolute_error 0.165514 mean_absolute_error 0.165701 mean_absolute_error 0.165516 mean_absolute_error 0.16506 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 0.039495 [0.222222,0,0,0,0,0,0,0.172727,0,0] precision 0.039332 [0.217391,0,0,0,0,0,0,0.175926,0,0] precision 0.040145 [0.212766,0,0,0,0,0,0,0.188679,0,0] precision 0.039637 [0.22093,0,0,0,0,0,0,0.175439,0,0] precision 0.039922 [0.232558,0,0,0,0,0,0,0.166667,0,0] precision 0.041051 [0.238095,0,0,0,0,0,0,0.172414,0,0] precision 0.039171 [0.206522,0,0,0,0,0,0,0.185185,0,0] precision 0.040584 [0.227273,0,0,0,0,0,0,0.178571,0,0] precision 0.039637 [0.22093,0,0,0,0,0,0,0.175439,0,0] precision 0.040145 [0.212766,0,0,0,0,0,0,0.188679,0,0] predictive_accuracy 0.195 predictive_accuracy 0.195 predictive_accuracy 0.2 predictive_accuracy 0.195 predictive_accuracy 0.195 predictive_accuracy 0.2 predictive_accuracy 0.195 predictive_accuracy 0.2 predictive_accuracy 0.195 predictive_accuracy 0.2 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 0.195 [1,0,0,0,0,0,0,0.95,0,0] recall 0.195 [1,0,0,0,0,0,0,0.95,0,0] recall 0.2 [1,0,0,0,0,0,0,1,0,0] recall 0.195 [0.95,0,0,0,0,0,0,1,0,0] recall 0.195 [1,0,0,0,0,0,0,0.95,0,0] recall 0.2 [1,0,0,0,0,0,0,1,0,0] recall 0.195 [0.95,0,0,0,0,0,0,1,0,0] recall 0.2 [1,0,0,0,0,0,0,1,0,0] recall 0.195 [0.95,0,0,0,0,0,0,1,0,0] recall 0.2 [1,0,0,0,0,0,0,1,0,0] relative_absolute_error 0.920489 relative_absolute_error 0.916798 relative_absolute_error 0.919599 relative_absolute_error 0.920962 relative_absolute_error 0.915697 relative_absolute_error 0.919206 relative_absolute_error 0.919525 relative_absolute_error 0.920559 relative_absolute_error 0.919531 relative_absolute_error 0.916998 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 0.288346 root_mean_squared_error 0.287097 root_mean_squared_error 0.288182 root_mean_squared_error 0.288258 root_mean_squared_error 0.286331 root_mean_squared_error 0.287657 root_mean_squared_error 0.288082 root_mean_squared_error 0.288171 root_mean_squared_error 0.287845 root_mean_squared_error 0.287264 root_relative_squared_error 0.961155 root_relative_squared_error 0.956989 root_relative_squared_error 0.960608 root_relative_squared_error 0.960859 root_relative_squared_error 0.954438 root_relative_squared_error 0.958856 root_relative_squared_error 0.960273 root_relative_squared_error 0.960571 root_relative_squared_error 0.959482 root_relative_squared_error 0.957547 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 6025.402202 usercpu_time_millis 6156.377119000001 usercpu_time_millis 6030.880295000003 usercpu_time_millis 6104.149916000001 usercpu_time_millis 5690.183128999998 usercpu_time_millis 5644.452114000003 usercpu_time_millis 6079.832535999998 usercpu_time_millis 5599.525781999993 usercpu_time_millis 5607.073365999994 usercpu_time_millis 5980.845198000012 usercpu_time_millis_testing 1.0176590000003927 usercpu_time_millis_testing 0.9497889999998677 usercpu_time_millis_testing 1.0515730000015822 usercpu_time_millis_testing 1.5292799999997442 usercpu_time_millis_testing 0.9588799999988851 usercpu_time_millis_testing 1.01569800000334 usercpu_time_millis_testing 1.0726399999967384 usercpu_time_millis_testing 0.9986079999961817 usercpu_time_millis_testing 1.1042849999967075 usercpu_time_millis_testing 1.0826710000060302 usercpu_time_millis_training 6024.384543 usercpu_time_millis_training 6155.42733 usercpu_time_millis_training 6029.828722000001 usercpu_time_millis_training 6102.6206360000015 usercpu_time_millis_training 5689.224248999999 usercpu_time_millis_training 5643.4364160000005 usercpu_time_millis_training 6078.759896000001 usercpu_time_millis_training 5598.527173999997 usercpu_time_millis_training 5605.9690809999975 usercpu_time_millis_training 5979.762527000005