10370619 8323 Heinrich Peters 3918 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8225966 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 14323.47583138456 13389 cache_size 200 13389 class_weight null 13389 coef0 0.19270740154340582 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 1.3587589842430956e-05 13389 kernel "sigmoid" 13389 max_iter -1 13389 probability false 13389 random_state 1694 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 1068 pc1 https://www.openml.org/data/download/53951/pc1.arff -1 21662943 description https://api.openml.org/data/download/21662943/description.xml -1 21662944 predictions https://api.openml.org/data/download/21662944/predictions.arff area_under_roc_curve 0.5055245142454444 [0.505525,0.505525] average_cost 0 f_measure 0.8983542467826382 [0.963517,0.025] kappa 0.019896213374424935 kb_relative_information_score 0.23882184280596966 mean_absolute_error 0.0703336339044184 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.8897670492561545 [0.931284,0.333333] predictive_accuracy 0.9296663660955816 prior_entropy 0.36380676688852276 recall 0.9296663660955816 [0.998062,0.012987] relative_absolute_error 0.5414872810662505 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.2652048904232695 root_relative_squared_error 1.043339966878477 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.4951923076923077 [0.495192,0.495192] 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 0.5576456310679612 [0.557646,0.557646] 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 f_measure 0.9019112570514438 [0.962617,0] f_measure 0.9073261941186469 [0.962264,0.2] kappa 0 kappa -0.01601830663615609 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.17625231910946135 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.2698660593895962 kb_relative_information_score 0.16556121073096747 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.2678290688329606 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06363636363636363 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1249079453399885 number_of_instances 111 [104,7] number_of_instances 111 [104,7] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 110 [103,7] precision 0.8773136773136774 [0.936364,0] precision 0.9043722621704273 [0.93578,0.5] predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9363636363636364 prior_entropy 0.3400686187404258 prior_entropy 0.3400686187404258 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.3422054374333021 recall 0.9369369369369369 [1,0] recall 0.9279279279279279 [0.990385,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [0.990291,0.125] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.5068760998500949 relative_absolute_error 0.5792869712572513 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5094660989190961 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.24419244540685378 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2522624895547565 root_relative_squared_error 1.032659959452061 root_relative_squared_error 1.1039599329455667 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.033047886204903 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 57.66128699997353 usercpu_time_millis 61.82495599932736 usercpu_time_millis 77.60881900048844 usercpu_time_millis 59.32073500025581 usercpu_time_millis 70.23480900079448 usercpu_time_millis 65.12984999972105 usercpu_time_millis 71.04136199995992 usercpu_time_millis 59.791298000163806 usercpu_time_millis 73.81005400020513 usercpu_time_millis 59.294353000041156 usercpu_time_millis_testing 2.234042999589292 usercpu_time_millis_testing 2.2261819995037513 usercpu_time_millis_testing 2.3307179999392247 usercpu_time_millis_testing 2.20110600002954 usercpu_time_millis_testing 2.2153480003908044 usercpu_time_millis_testing 2.254617000289727 usercpu_time_millis_testing 2.2140929995657643 usercpu_time_millis_testing 2.1919199998592376 usercpu_time_millis_testing 2.2327400001813658 usercpu_time_millis_testing 2.2069799997552764 usercpu_time_millis_training 55.427244000384235 usercpu_time_millis_training 59.59877399982361 usercpu_time_millis_training 75.27810100054921 usercpu_time_millis_training 57.11962900022627 usercpu_time_millis_training 68.01946100040368 usercpu_time_millis_training 62.87523299943132 usercpu_time_millis_training 68.82726900039415 usercpu_time_millis_training 57.59937800030457 usercpu_time_millis_training 71.57731400002376 usercpu_time_millis_training 57.08737300028588 wall_clock_time_millis 57.671546936035156 wall_clock_time_millis 61.832427978515625 wall_clock_time_millis 77.61812210083008 wall_clock_time_millis 59.39507484436035 wall_clock_time_millis 70.24240493774414 wall_clock_time_millis 66.07794761657715 wall_clock_time_millis 71.05159759521484 wall_clock_time_millis 59.7996711730957 wall_clock_time_millis 73.83370399475098 wall_clock_time_millis 59.30447578430176 wall_clock_time_millis_testing 2.2389888763427734 wall_clock_time_millis_testing 2.2296905517578125 wall_clock_time_millis_testing 2.335071563720703 wall_clock_time_millis_testing 2.2058486938476562 wall_clock_time_millis_testing 2.2182464599609375 wall_clock_time_millis_testing 2.25830078125 wall_clock_time_millis_testing 2.218484878540039 wall_clock_time_millis_testing 2.1948814392089844 wall_clock_time_millis_testing 2.237558364868164 wall_clock_time_millis_testing 2.2118091583251953 wall_clock_time_millis_training 55.43255805969238 wall_clock_time_millis_training 59.60273742675781 wall_clock_time_millis_training 75.28305053710938 wall_clock_time_millis_training 57.189226150512695 wall_clock_time_millis_training 68.0241584777832 wall_clock_time_millis_training 63.81964683532715 wall_clock_time_millis_training 68.8331127166748 wall_clock_time_millis_training 57.60478973388672 wall_clock_time_millis_training 71.59614562988281 wall_clock_time_millis_training 57.09266662597656