4050756 1 Jan van Rijn 14 Supervised Classification 6840 sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1) 2087400 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 1.476964789531765 6841 max_features 1.0 6841 max_leaf_nodes null 6841 min_impurity_split 1e-07 6841 min_samples_leaf 20 6841 min_samples_split 4 6841 min_weight_fraction_leaf 0.0 6841 presort false 6841 random_state 25713 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 9073218 description https://api.openml.org/data/download/9073218/description.xml -1 9073219 predictions https://api.openml.org/data/download/9073219/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 5619.332870999997 usercpu_time_millis 5640.596164000002 usercpu_time_millis 5642.584541000006 usercpu_time_millis 5562.867721999993 usercpu_time_millis 5748.541148000016 usercpu_time_millis 5661.2800599999955 usercpu_time_millis 5598.542365 usercpu_time_millis 5567.123055000011 usercpu_time_millis 5438.5364909999935 usercpu_time_millis 6042.700983000003 usercpu_time_millis_testing 0.98228699999936 usercpu_time_millis_testing 1.0453579999989415 usercpu_time_millis_testing 0.9930610000026263 usercpu_time_millis_testing 0.8474560000024667 usercpu_time_millis_testing 0.9124160000055781 usercpu_time_millis_testing 1.0715709999971068 usercpu_time_millis_testing 0.9577139999947804 usercpu_time_millis_testing 0.9566049999989445 usercpu_time_millis_testing 0.981718999994996 usercpu_time_millis_testing 0.984164000001897 usercpu_time_millis_training 5618.350583999998 usercpu_time_millis_training 5639.550806000003 usercpu_time_millis_training 5641.591480000003 usercpu_time_millis_training 5562.02026599999 usercpu_time_millis_training 5747.62873200001 usercpu_time_millis_training 5660.208488999999 usercpu_time_millis_training 5597.584651000006 usercpu_time_millis_training 5566.1664500000115 usercpu_time_millis_training 5437.554771999999 usercpu_time_millis_training 6041.716819000001