6276516 1 Jan van Rijn 9967 Supervised Classification 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) 4309515 axis 0 6947 categorical_features [] 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 [] 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 1.9023269293233627 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.28804939158867504 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.007879615002678378 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 22819 6953 shrinking false 6953 tol 0.00011633757125214271 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1504 steel-plates-fault https://www.openml.org/data/download/1592296/php9xWOpn -1 13483073 description https://api.openml.org/data/download/13483073/description.xml -1 13483074 predictions https://api.openml.org/data/download/13483074/predictions.arff area_under_roc_curve 0.4978080865843884 [0.497808,0.497808] average_cost 0 kappa 0 kb_relative_information_score -6.095392491178725 mean_absolute_error 0.4537695697030942 mean_prior_absolute_error 0.45306405137877787 number_of_instances 1941 [1268,673] predictive_accuracy 0.6532715095311695 prior_entropy 0.9312564359502772 recall 0.6532715095311695 [1,0] relative_absolute_error 1.0015572154139558 root_mean_prior_squared_error 0.47592842871248736 root_mean_squared_error 0.47593580861893736 root_relative_squared_error 1.0000155063366776 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.5483389861721047 kb_relative_information_score -0.6522950369964862 kb_relative_information_score -0.6522950369964862 kb_relative_information_score -0.6522950369964862 kb_relative_information_score -0.6522950369964862 kb_relative_information_score -0.6522950369964862 kb_relative_information_score -0.6522950369964862 kb_relative_information_score -0.6522950369964862 kb_relative_information_score -0.4904941230155319 kb_relative_information_score -0.4904941230155319 mean_absolute_error 0.4543048165011142 mean_absolute_error 0.4534007596999993 mean_absolute_error 0.4534007596999993 mean_absolute_error 0.4534007596999993 mean_absolute_error 0.4534007596999993 mean_absolute_error 0.4534007596999993 mean_absolute_error 0.4534007596999993 mean_absolute_error 0.4534007596999993 mean_absolute_error 0.4547914018128859 mean_absolute_error 0.4547914018128859 mean_prior_absolute_error 0.4536732781714767 mean_prior_absolute_error 0.4526452345453676 mean_prior_absolute_error 0.4526452345453676 mean_prior_absolute_error 0.4526452345453676 mean_prior_absolute_error 0.4526452345453676 mean_prior_absolute_error 0.4526452345453676 mean_prior_absolute_error 0.4526452345453676 mean_prior_absolute_error 0.4526452345453676 mean_prior_absolute_error 0.45422372672718864 mean_prior_absolute_error 0.45422372672718864 number_of_instances 195 [127,68] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [126,68] number_of_instances 194 [126,68] predictive_accuracy 0.6512820512820512 predictive_accuracy 0.654639175257732 predictive_accuracy 0.654639175257732 predictive_accuracy 0.654639175257732 predictive_accuracy 0.654639175257732 predictive_accuracy 0.654639175257732 predictive_accuracy 0.654639175257732 predictive_accuracy 0.654639175257732 predictive_accuracy 0.6494845360824741 predictive_accuracy 0.6494845360824741 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 prior_entropy 0.9312564359502772 recall 0.6512820512820513 [1,0] recall 0.654639175257732 [1,0] recall 0.654639175257732 [1,0] recall 0.654639175257732 [1,0] recall 0.654639175257732 [1,0] recall 0.654639175257732 [1,0] recall 0.654639175257732 [1,0] recall 0.654639175257732 [1,0] recall 0.6494845360824743 [1,0] recall 0.6494845360824743 [1,0] relative_absolute_error 1.0013920553844011 relative_absolute_error 1.0016691331245111 relative_absolute_error 1.0016691331245111 relative_absolute_error 1.0016691331245111 relative_absolute_error 1.0016691331245111 relative_absolute_error 1.0016691331245111 relative_absolute_error 1.0016691331245111 relative_absolute_error 1.0016691331245111 relative_absolute_error 1.0012497697770821 relative_absolute_error 1.0012497697770821 root_mean_prior_squared_error 0.4765680392655914 root_mean_prior_squared_error 0.47548822532565527 root_mean_prior_squared_error 0.47548822532565527 root_mean_prior_squared_error 0.47548822532565527 root_mean_prior_squared_error 0.47548822532565527 root_mean_prior_squared_error 0.47548822532565527 root_mean_prior_squared_error 0.47548822532565527 root_mean_prior_squared_error 0.47548822532565527 root_mean_prior_squared_error 0.4771452028525092 root_mean_prior_squared_error 0.4771452028525092 root_mean_squared_error 0.47656458774220534 root_mean_squared_error 0.47550233739373887 root_mean_squared_error 0.47550233739373887 root_mean_squared_error 0.47550233739373887 root_mean_squared_error 0.47550233739373887 root_mean_squared_error 0.47550233739373887 root_mean_squared_error 0.47550233739373887 root_mean_squared_error 0.47550233739373887 root_mean_squared_error 0.4771345385330211 root_mean_squared_error 0.4771345385330211 root_relative_squared_error 0.9999927575433061 root_relative_squared_error 1.0000296791115573 root_relative_squared_error 1.0000296791115573 root_relative_squared_error 1.0000296791115573 root_relative_squared_error 1.0000296791115573 root_relative_squared_error 1.0000296791115573 root_relative_squared_error 1.0000296791115573 root_relative_squared_error 1.0000296791115573 root_relative_squared_error 0.9999776497396928 root_relative_squared_error 0.9999776497396928 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 1161.3787160022184 usercpu_time_millis 1026.2796429960872 usercpu_time_millis 994.0992109914077 usercpu_time_millis 992.856135002512 usercpu_time_millis 1032.2692679983447 usercpu_time_millis 986.426849005511 usercpu_time_millis 1001.8436540049152 usercpu_time_millis 987.9928570007905 usercpu_time_millis 1000.4609839961631 usercpu_time_millis 987.3856169942883 usercpu_time_millis_testing 16.384267000830732 usercpu_time_millis_testing 16.724638997402508 usercpu_time_millis_testing 16.89208799507469 usercpu_time_millis_testing 16.352963000827003 usercpu_time_millis_testing 16.311863000737503 usercpu_time_millis_testing 16.934224004216958 usercpu_time_millis_testing 16.283264005323872 usercpu_time_millis_testing 16.893369000172243 usercpu_time_millis_testing 16.282680997392163 usercpu_time_millis_testing 16.777418997662608 usercpu_time_millis_training 1144.9944490013877 usercpu_time_millis_training 1009.5550039986847 usercpu_time_millis_training 977.207122996333 usercpu_time_millis_training 976.503172001685 usercpu_time_millis_training 1015.9574049976072 usercpu_time_millis_training 969.4926250012941 usercpu_time_millis_training 985.5603899995913 usercpu_time_millis_training 971.0994880006183 usercpu_time_millis_training 984.178302998771 usercpu_time_millis_training 970.6081979966257