4170410 1 Jan van Rijn 14 Supervised Classification 6840 sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(1) 2206954 axis 0 6758 copy true 6758 missing_values "NaN" 6758 strategy "median" 6758 verbose 0 6758 class_weight null 6841 criterion "gini" 6841 max_depth 1.678149114054723 6841 max_features 1.0 6841 max_leaf_nodes null 6841 min_impurity_split 1e-07 6841 min_samples_leaf 1 6841 min_samples_split 17 6841 min_weight_fraction_leaf 0.0 6841 presort false 6841 random_state 50192 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 9312734 description https://api.openml.org/data/download/9312734/description.xml -1 9312729 predictions https://api.openml.org/data/download/9312729/predictions.arff area_under_roc_curve 0.5830744444444445 [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 0.10950513529540123 [0.894349,0,0.200702,0,0,0,0,0,0,0] kappa 0.10111111111111111 kb_relative_information_score 244.88181693893188 mean_absolute_error 0.16424124950611232 mean_prior_absolute_error 0.18000000000000554 number_of_instances 2000 [200,200,200,200,200,200,200,200,200,200] precision 0.0990771949961067 [0.879227,0,0.111545,0,0,0,0,0,0,0] predictive_accuracy 0.191 prior_entropy 3.321928094887362 recall 0.191 [0.91,0,1,0,0,0,0,0,0,0] relative_absolute_error 0.9124513861450404 root_mean_prior_squared_error 0.3000000000000046 root_mean_squared_error 0.2867369654079926 root_relative_squared_error 0.9557898846932941 total_cost 0 area_under_roc_curve 0.5783333333333334 [0.891667,0.525,0.552778,0.525,0.552778,0.552778,0.525,0.552778,0.552778,0.552778] area_under_roc_curve 0.5927777777777777 [0.963889,0.508333,0.563889,0.563889,0.563889,0.563889,0.536111,0.563889,0.536111,0.563889] area_under_roc_curve 0.5944444444444446 [0.972222,0.555556,0.555556,0.555556,0.555556,0.527778,0.555556,0.555556,0.555556,0.555556] area_under_roc_curve 0.5894444444444445 [0.947222,0.552778,0.552778,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778] area_under_roc_curve 0.5894444444444445 [0.947222,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.552778,0.552778] area_under_roc_curve 0.5838888888888889 [0.919444,0.552778,0.552778,0.552778,0.552778,0.552778,0.525,0.552778,0.525,0.552778] area_under_roc_curve 0.5872222222222223 [0.936111,0.563889,0.563889,0.536111,0.563889,0.563889,0.508333,0.563889,0.536111,0.536111] area_under_roc_curve 0.5977777777777776 [0.988889,0.511111,0.566667,0.566667,0.538889,0.566667,0.566667,0.566667,0.566667,0.538889] area_under_roc_curve 0.5894444444444445 [0.947222,0.525,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778,0.552778] area_under_roc_curve 0.5933333333333334 [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 0.10195177956371985 [0.820513,0,0.199005,0,0,0,0,0,0,0] f_measure 0.10867666155117461 [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 0.11220818982013013 [0.923077,0,0.199005,0,0,0,0,0,0,0] f_measure 0.11220818982013013 [0.923077,0,0.199005,0,0,0,0,0,0,0] f_measure 0.10707998469192499 [0.871795,0,0.199005,0,0,0,0,0,0,0] f_measure 0.10402549876047694 [0.837209,0,0.203046,0,0,0,0,0,0,0] f_measure 0.11131725417439702 [0.909091,0,0.204082,0,0,0,0,0,0,0] f_measure 0.11220818982013013 [0.923077,0,0.199005,0,0,0,0,0,0,0] f_measure 0.11067821067821068 [0.904762,0,0.20202,0,0,0,0,0,0,0] kappa 0.08888888888888888 kappa 0.10555555555555556 kappa 0.10555555555555556 kappa 0.09999999999999999 kappa 0.09999999999999999 kappa 0.09444444444444443 kappa 0.09999999999999999 kappa 0.11111111111111112 kappa 0.09999999999999999 kappa 0.10555555555555556 kb_relative_information_score 22.425037679442394 kb_relative_information_score 25.190247170352258 kb_relative_information_score 25.23995490403702 kb_relative_information_score 24.352174442970178 kb_relative_information_score 24.309163459318924 kb_relative_information_score 23.383874694241882 kb_relative_information_score 24.204243983441664 kb_relative_information_score 26.147077693182418 kb_relative_information_score 24.37786597093196 kb_relative_information_score 25.252176941014085 mean_absolute_error 0.16609738388966075 mean_absolute_error 0.1636539153375261 mean_absolute_error 0.16370133900843226 mean_absolute_error 0.16438469520716611 mean_absolute_error 0.16439501139224305 mean_absolute_error 0.16524402332660731 mean_absolute_error 0.1644210590347042 mean_absolute_error 0.16265746614336823 mean_absolute_error 0.16435485742524059 mean_absolute_error 0.16350274429617087 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 mean_prior_absolute_error 0.1799999999999998 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 0.09526025007269555 [0.842105,0,0.110497,0,0,0,0,0,0,0] precision 0.09390813068042249 [0.826087,0,0.112994,0,0,0,0,0,0,0] precision 0.1061111111111111 [0.95,0,0.111111,0,0,0,0,0,0,0] precision 0.10578656586216922 [0.947368,0,0.110497,0,0,0,0,0,0,0] precision 0.10578656586216922 [0.947368,0,0.110497,0,0,0,0,0,0,0] precision 0.1005234079674324 [0.894737,0,0.110497,0,0,0,0,0,0,0] precision 0.08956030459346598 [0.782609,0,0.112994,0,0,0,0,0,0,0] precision 0.09469696969696971 [0.833333,0,0.113636,0,0,0,0,0,0,0] precision 0.10578656586216922 [0.947368,0,0.110497,0,0,0,0,0,0,0] precision 0.09759959141981614 [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 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 prior_entropy 3.321928094887362 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 0.9227632438314497 relative_absolute_error 0.9091884185418126 relative_absolute_error 0.9094518833801801 relative_absolute_error 0.9132483067064796 relative_absolute_error 0.9133056188457958 relative_absolute_error 0.9180223518144861 relative_absolute_error 0.91345032797058 relative_absolute_error 0.90365258968538 relative_absolute_error 0.9130825412513376 relative_absolute_error 0.9083485794231726 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_prior_squared_error 0.2999999999999998 root_mean_squared_error 0.2891355898603916 root_mean_squared_error 0.28704052309323624 root_mean_squared_error 0.2849270231208347 root_mean_squared_error 0.28581562340352257 root_mean_squared_error 0.28579401010158895 root_mean_squared_error 0.28748665471176243 root_mean_squared_error 0.28889549554350685 root_mean_squared_error 0.2861771635222081 root_mean_squared_error 0.28575805897198114 root_mean_squared_error 0.28630893388881595 root_relative_squared_error 0.9637852995346394 root_relative_squared_error 0.9568017436441214 root_relative_squared_error 0.9497567437361161 root_relative_squared_error 0.9527187446784091 root_relative_squared_error 0.9526467003386303 root_relative_squared_error 0.9582888490392086 root_relative_squared_error 0.9629849851450234 root_relative_squared_error 0.9539238784073609 root_relative_squared_error 0.9525268632399377 root_relative_squared_error 0.9543631129627204 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 45.01838000000191 usercpu_time_millis 44.3682409999937 usercpu_time_millis 44.832872000000634 usercpu_time_millis 43.53833499999382 usercpu_time_millis 43.537711999995565 usercpu_time_millis 43.23720199999315 usercpu_time_millis 43.623480000000825 usercpu_time_millis 44.4355509999923 usercpu_time_millis 43.49984499999948 usercpu_time_millis 56.91041000000041 usercpu_time_millis_testing 0.8424829999995609 usercpu_time_millis_testing 1.1433969999998794 usercpu_time_millis_testing 1.169963000002383 usercpu_time_millis_testing 0.8009419999979173 usercpu_time_millis_testing 0.807457000000511 usercpu_time_millis_testing 0.8228929999987145 usercpu_time_millis_testing 0.9644350000002078 usercpu_time_millis_testing 0.8454489999962789 usercpu_time_millis_testing 0.8147590000007199 usercpu_time_millis_testing 0.829093000000114 usercpu_time_millis_training 44.17589700000235 usercpu_time_millis_training 43.22484399999382 usercpu_time_millis_training 43.66290899999825 usercpu_time_millis_training 42.737392999995905 usercpu_time_millis_training 42.730254999995054 usercpu_time_millis_training 42.41430899999443 usercpu_time_millis_training 42.65904500000062 usercpu_time_millis_training 43.59010199999602 usercpu_time_millis_training 42.68508599999876 usercpu_time_millis_training 56.0813170000003