8777903 4009 Vishal Chouskey 14967 Supervised Classification 7717 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.tree.tree.DecisionTreeClassifier)(3) 6753223 categorical_features [0, 1] 7256 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7256 handle_unknown "ignore" 7256 n_values "auto" 7256 sparse true 7256 threshold 0.0 7345 axis 0 7660 categorical_features [0, 1] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "median" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 class_weight null 7718 criterion "entropy" 7718 max_depth 1.1053570143540132 7718 max_features null 7718 max_leaf_nodes null 7718 min_impurity_split 1e-07 7718 min_samples_leaf 4 7718 min_samples_split 18 7718 min_weight_fraction_leaf 0.0 7718 presort false 7718 random_state 21604 7718 splitter "best" 7718 openml-pimp openml-python Sklearn_0.18.2. 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 18472027 description https://api.openml.org/data/download/18472027/description.xml -1 18472028 predictions https://api.openml.org/data/download/18472028/predictions.arff area_under_roc_curve 0.5890527432166436 [0.577007,0.536993,0.60761,0.501175,0.629184,0.736363] average_cost 0 kappa 0.09804286512418335 kb_relative_information_score 321.2075732468257 mean_absolute_error 0.2617556194285541 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] predictive_accuracy 0.2982832618025751 prior_entropy 2.5206634795042744 recall 0.2982832618025751 [0,0,0.939706,0,0.471014,0] relative_absolute_error 0.959233533589434 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.3621254504499091 root_relative_squared_error 0.9803847826482674 total_cost 0 area_under_roc_curve 0.5930662211518192 [0.583799,0.543879,0.638319,0.463225,0.608634,0.775794] area_under_roc_curve 0.6002163225541908 [0.562053,0.610832,0.589761,0.523161,0.665782,0.736111] area_under_roc_curve 0.6097070117409459 [0.609273,0.561095,0.600028,0.517681,0.711093,0.712302] area_under_roc_curve 0.5872577613668765 [0.597235,0.497131,0.593785,0.520892,0.613889,0.742063] area_under_roc_curve 0.5690483474221788 [0.543259,0.54077,0.586154,0.509953,0.560567,0.743669] area_under_roc_curve 0.600764986811277 [0.56617,0.573469,0.61182,0.516611,0.657771,0.755014] area_under_roc_curve 0.6133795755764916 [0.58926,0.523589,0.634339,0.531347,0.76085,0.650132] area_under_roc_curve 0.5707569349288434 [0.583807,0.528932,0.591929,0.471104,0.555003,0.755291] area_under_roc_curve 0.6096459170485943 [0.597795,0.578331,0.600676,0.518189,0.703436,0.723545] area_under_roc_curve 0.6063910775274257 [0.580488,0.559124,0.626986,0.509546,0.618596,0.832672] 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 kappa 0.09982538309643096 kappa 0.09525596879742809 kappa 0.11498337727845924 kappa 0.08137694539699292 kappa 0.060387228372620914 kappa 0.1032093600888947 kappa 0.1491518718164285 kappa 0.06212244762110798 kappa 0.11468094600624722 kappa 0.09894709090609498 kb_relative_information_score 33.18847906703713 kb_relative_information_score 32.5370504745005 kb_relative_information_score 33.74656189918699 kb_relative_information_score 30.662225752082833 kb_relative_information_score 28.208234340866987 kb_relative_information_score 32.83230828754971 kb_relative_information_score 33.12922526035723 kb_relative_information_score 28.68643722647218 kb_relative_information_score 33.78919378801563 kb_relative_information_score 34.427857150756 mean_absolute_error 0.26156862563107186 mean_absolute_error 0.2623897077022462 mean_absolute_error 0.2606945221101637 mean_absolute_error 0.2618668856447653 mean_absolute_error 0.263968246459444 mean_absolute_error 0.2617000251427327 mean_absolute_error 0.2608220201996957 mean_absolute_error 0.2630439569312603 mean_absolute_error 0.2605965242241005 mean_absolute_error 0.26089975086326445 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272804289453111 mean_prior_absolute_error 0.27287651677373237 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,52,41,27] number_of_instances 280 [58,35,68,51,41,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] predictive_accuracy 0.29642857142857143 predictive_accuracy 0.29285714285714287 predictive_accuracy 0.3107142857142857 predictive_accuracy 0.28928571428571426 predictive_accuracy 0.2714285714285714 predictive_accuracy 0.3 predictive_accuracy 0.33691756272401435 predictive_accuracy 0.27598566308243727 predictive_accuracy 0.3118279569892473 predictive_accuracy 0.2974910394265233 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 recall 0.29642857142857143 [0,0,0.955882,0,0.439024,0] recall 0.29285714285714287 [0,0,0.882353,0,0.536585,0] recall 0.3107142857142857 [0,0,0.926471,0,0.585366,0] recall 0.2892857142857143 [0,0,0.970588,0,0.365854,0] recall 0.2714285714285714 [0,0,0.941176,0,0.292683,0] recall 0.3 [0,0,0.926471,0,0.512195,0] recall 0.33691756272401435 [0,0,0.955882,0,0.690476,0] recall 0.27598566308243727 [0,0,0.970588,0,0.261905,0] recall 0.3118279569892473 [0,0,0.926471,0,0.571429,0] recall 0.2974910394265233 [0,0,0.941176,0,0.452381,0] relative_absolute_error 0.9584604242599886 relative_absolute_error 0.9614690980578928 relative_absolute_error 0.9552574650768088 relative_absolute_error 0.9595533321673293 relative_absolute_error 0.9676103223619372 relative_absolute_error 0.9590419440883323 relative_absolute_error 0.9558306263173709 relative_absolute_error 0.963973325220412 relative_absolute_error 0.9550042545278258 relative_absolute_error 0.9561154847383971 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36926827610333357 root_mean_prior_squared_error 0.36936606105183667 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_squared_error 0.36193333141416095 root_mean_squared_error 0.3632041782065791 root_mean_squared_error 0.3605996395443426 root_mean_squared_error 0.3620029333917015 root_mean_squared_error 0.36531430350636546 root_mean_squared_error 0.36208483275534104 root_mean_squared_error 0.36071456926706846 root_mean_squared_error 0.3637719097945415 root_mean_squared_error 0.3607134607613895 root_mean_squared_error 0.3608763902223732 root_relative_squared_error 0.9797748554085614 root_relative_squared_error 0.9832151125615094 root_relative_squared_error 0.9761644729278841 root_relative_squared_error 0.9799632720631269 root_relative_squared_error 0.989292411905263 root_relative_squared_error 0.9802872297585733 root_relative_squared_error 0.9765838682734425 root_relative_squared_error 0.9848611869440344 root_relative_squared_error 0.9765808671505155 root_relative_squared_error 0.9770219757078616 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 50.73646799999998 usercpu_time_millis 51.77081900000014 usercpu_time_millis 50.430822000000035 usercpu_time_millis 50.0241400000001 usercpu_time_millis 49.98113799999993 usercpu_time_millis 50.95430500000009 usercpu_time_millis 49.645707000000044 usercpu_time_millis 49.72337600000021 usercpu_time_millis 48.1506899999995 usercpu_time_millis 48.50975700000015 usercpu_time_millis_testing 5.258146999999935 usercpu_time_millis_testing 5.5968609999998975 usercpu_time_millis_testing 5.2277499999999755 usercpu_time_millis_testing 5.217650000000074 usercpu_time_millis_testing 5.2758619999999645 usercpu_time_millis_testing 5.2684270000000755 usercpu_time_millis_testing 5.235027999999975 usercpu_time_millis_testing 5.211368000000327 usercpu_time_millis_testing 5.3215959999999285 usercpu_time_millis_testing 5.108149000000228 usercpu_time_millis_training 45.478321000000044 usercpu_time_millis_training 46.17395800000024 usercpu_time_millis_training 45.20307200000006 usercpu_time_millis_training 44.80649000000003 usercpu_time_millis_training 44.70527599999996 usercpu_time_millis_training 45.68587800000002 usercpu_time_millis_training 44.410679000000066 usercpu_time_millis_training 44.51200799999988 usercpu_time_millis_training 42.82909399999957 usercpu_time_millis_training 43.401607999999925