6061562 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 4096096 axis 0 6947 categorical_features [0] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "most_frequent" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [0] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 0.24230135358120292 6953 cache_size 200 6953 class_weight null 6953 coef0 0.0 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.09893686176963801 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 9190 6953 shrinking false 6953 tol 2.093112703480858e-05 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13046528 description https://api.openml.org/data/download/13046528/description.xml -1 13046529 predictions https://api.openml.org/data/download/13046529/predictions.arff area_under_roc_curve 0.74689594224822 [0.746896,0.746896] average_cost 0 f_measure 0.8773312871450153 [0.943693,0.513158] kappa 0.471342724428035 kb_relative_information_score 2069.070949161274 mean_absolute_error 0.18671932899375432 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.909821618893589 [0.893389,1] predictive_accuracy 0.8990603213094878 prior_entropy 0.6203559250859288 recall 0.8990603213094878 [1,0.345133] relative_absolute_error 0.7158634699668301 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.29544370182889235 root_relative_squared_error 0.8182208489011746 total_cost 0 area_under_roc_curve 0.769921535981863 [0.769922,0.769922] area_under_roc_curve 0.7503953194180898 [0.750395,0.750395] area_under_roc_curve 0.7230655703141472 [0.723066,0.723066] area_under_roc_curve 0.7680792747206411 [0.768079,0.768079] area_under_roc_curve 0.7747909199522103 [0.774791,0.774791] area_under_roc_curve 0.7581699346405228 [0.75817,0.75817] area_under_roc_curve 0.7545681354979268 [0.754568,0.754568] area_under_roc_curve 0.7816079836952702 [0.781608,0.781608] area_under_roc_curve 0.7570087653926683 [0.757009,0.757009] area_under_roc_curve 0.7505145675857907 [0.750515,0.750515] 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 0.8737813309658972 [0.942664,0.492537] f_measure 0.8569077808723993 [0.937028,0.418605] f_measure 0.8669277160120951 [0.940185,0.466165] f_measure 0.8857708151844907 [0.946565,0.553191] f_measure 0.8880247995147922 [0.947368,0.56338] f_measure 0.878878834694328 [0.944162,0.521739] f_measure 0.8857708151844907 [0.946565,0.553191] f_measure 0.883495487563284 [0.945763,0.542857] f_measure 0.8759808332120693 [0.943364,0.503704] f_measure 0.8759808332120693 [0.943364,0.503704] kappa 0.4511702986279258 kappa 0.378390596745027 kappa 0.4247200942840308 kappa 0.5114213197969543 kappa 0.5217391304347823 kappa 0.4797936371453138 kappa 0.5114213197969543 kappa 0.5009923447689255 kappa 0.4621849763085132 kappa 0.4621849763085132 kb_relative_information_score 208.97372050491708 kb_relative_information_score 176.6943475873985 kb_relative_information_score 186.7710826123232 kb_relative_information_score 224.4154047522811 kb_relative_information_score 221.4833492436466 kb_relative_information_score 210.89560723792553 kb_relative_information_score 215.37370781174997 kb_relative_information_score 221.50097832619417 kb_relative_information_score 205.37930236986008 kb_relative_information_score 197.58344871502248 mean_absolute_error 0.18334902401483572 mean_absolute_error 0.19499029852163985 mean_absolute_error 0.191093134791959 mean_absolute_error 0.18118761080284654 mean_absolute_error 0.1846870081738274 mean_absolute_error 0.18582506047518274 mean_absolute_error 0.18587553450975822 mean_absolute_error 0.18257150416751292 mean_absolute_error 0.1882099659720667 mean_absolute_error 0.1894104845572688 mean_prior_absolute_error 0.2600651974288342 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.2602257782682673 mean_prior_absolute_error 0.2602257782682673 number_of_instances 660 [559,101] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 659 [558,101] number_of_instances 659 [558,101] precision 0.9081436373302402 [0.891547,1] precision 0.8998276604911677 [0.881517,1] precision 0.9045671339788985 [0.887122,1] precision 0.9142292490118575 [0.898551,1] precision 0.9154545454545455 [0.9,1] precision 0.9105769230769232 [0.894231,1] precision 0.9142292490118575 [0.898551,1] precision 0.9130078924291142 [0.897106,1] precision 0.9092297420333839 [0.8928,1] precision 0.9092297420333839 [0.8928,1] predictive_accuracy 0.896969696969697 predictive_accuracy 0.8863636363636364 predictive_accuracy 0.8924242424242425 predictive_accuracy 0.9045454545454545 predictive_accuracy 0.9060606060606061 predictive_accuracy 0.9 predictive_accuracy 0.9045454545454545 predictive_accuracy 0.903030303030303 predictive_accuracy 0.8983308042488619 predictive_accuracy 0.8983308042488619 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 recall 0.896969696969697 [1,0.326733] recall 0.8863636363636364 [1,0.264706] recall 0.8924242424242425 [1,0.303922] recall 0.9045454545454545 [1,0.382353] recall 0.906060606060606 [1,0.392157] recall 0.9 [1,0.352941] recall 0.9045454545454545 [1,0.382353] recall 0.9030303030303031 [1,0.372549] recall 0.8983308042488619 [1,0.336634] recall 0.8983308042488619 [1,0.336634] relative_absolute_error 0.7050117656169985 relative_absolute_error 0.7467661035971804 relative_absolute_error 0.731840900673964 relative_absolute_error 0.6939051181785235 relative_absolute_error 0.7073069712936702 relative_absolute_error 0.71166543881342 relative_absolute_error 0.7118587422670717 relative_absolute_error 0.6992050980419383 relative_absolute_error 0.7232564245731283 relative_absolute_error 0.7278697975955523 root_mean_prior_squared_error 0.360018747598774 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.3602416958959955 root_mean_prior_squared_error 0.3602416958959955 root_mean_squared_error 0.29603005915052116 root_mean_squared_error 0.3104328758542062 root_mean_squared_error 0.30552976997581677 root_mean_squared_error 0.28850984032923266 root_mean_squared_error 0.28789530798462104 root_mean_squared_error 0.29398425756480157 root_mean_squared_error 0.29049573473169066 root_mean_squared_error 0.2895076610562308 root_mean_squared_error 0.293737526335785 root_mean_squared_error 0.29746718376386405 root_relative_squared_error 0.8222628991544474 root_relative_squared_error 0.8588044889313494 root_relative_squared_error 0.8452401738552485 root_relative_squared_error 0.7981549805052797 root_relative_squared_error 0.7964548927336681 root_relative_squared_error 0.8132998136137348 root_relative_squared_error 0.8036489057948664 root_relative_squared_error 0.8009154256325453 root_relative_squared_error 0.8153901385712697 root_relative_squared_error 0.8257433471825124 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 59470.729716999995 usercpu_time_millis 59278.32248500002 usercpu_time_millis 58254.95186699998 usercpu_time_millis 57883.084368 usercpu_time_millis 59363.238567 usercpu_time_millis 59692.50618899997 usercpu_time_millis 58369.469146000025 usercpu_time_millis 59394.50366400001 usercpu_time_millis 59301.44263300002 usercpu_time_millis 58541.33318399988 usercpu_time_millis_testing 2249.5649530000037 usercpu_time_millis_testing 2235.595597000014 usercpu_time_millis_testing 2255.4700069999853 usercpu_time_millis_testing 2227.8998950000073 usercpu_time_millis_testing 2224.7688049999965 usercpu_time_millis_testing 2230.1867489999836 usercpu_time_millis_testing 2243.1131970000138 usercpu_time_millis_testing 2221.326648999991 usercpu_time_millis_testing 2233.4058769999956 usercpu_time_millis_testing 2265.5547959999467 usercpu_time_millis_training 57221.164763999994 usercpu_time_millis_training 57042.726888000005 usercpu_time_millis_training 55999.48186 usercpu_time_millis_training 55655.184472999994 usercpu_time_millis_training 57138.469762 usercpu_time_millis_training 57462.319439999985 usercpu_time_millis_training 56126.35594900001 usercpu_time_millis_training 57173.17701500002 usercpu_time_millis_training 57068.03675600002 usercpu_time_millis_training 56275.77838799993