10370529 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) 8225876 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 6.850412137824285 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.05170269991130989 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 88 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 21662763 description https://api.openml.org/data/download/21662763/description.xml -1 21662764 predictions https://api.openml.org/data/download/21662764/predictions.arff area_under_roc_curve 0.5331470854726669 [0.533147,0.533147] average_cost 0 f_measure 0.9029572917601131 [0.960904,0.126316] kappa 0.10270707622120727 kb_relative_information_score 0.19002837119096708 mean_absolute_error 0.07484220018034266 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.8931526270215884 [0.934922,0.333333] predictive_accuracy 0.9251577998196574 prior_entropy 0.36380676688852276 recall 0.9251577998196574 [0.988372,0.077922] relative_absolute_error 0.576198004211523 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.2735730253156233 root_relative_squared_error 1.0762609645549852 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.4807692307692307 [0.480769,0.480769] area_under_roc_curve 0.49514563106796117 [0.495146,0.495146] area_under_roc_curve 0.5527912621359223 [0.552791,0.552791] area_under_roc_curve 0.5576456310679612 [0.557646,0.557646] area_under_roc_curve 0.5625 [0.5625,0.5625] area_under_roc_curve 0.5625 [0.5625,0.5625] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.6152912621359223 [0.615291,0.615291] area_under_roc_curve 0.49029126213592233 [0.490291,0.490291] 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 0.8880918833525469 [0.947867,0] f_measure 0.8887197056211139 [0.957746,0] f_measure 0.901452076807527 [0.957346,0.181818] f_measure 0.9073261941186469 [0.962264,0.2] f_measure 0.9134486599275331 [0.967136,0.222222] f_measure 0.9134486599275331 [0.967136,0.222222] f_measure 0.9166023166023166 [0.961905,0.333333] f_measure 0.8964239551917278 [0.957346,0] kappa 0 kappa -0.0480686695278973 kappa -0.016276703967446498 kappa 0.14833759590792903 kappa 0.17625231910946135 kappa 0.20956256358087416 kappa 0.20956256358087416 kappa 0 kappa 0.29968454258675065 kappa -0.029106029106028785 kb_relative_information_score 0.2698660593895962 kb_relative_information_score -0.14735333524492067 kb_relative_information_score 0.14561850365964107 kb_relative_information_score 0.14561850365964127 kb_relative_information_score 0.24054978103079208 kb_relative_information_score 0.33548105840194276 kb_relative_information_score 0.33548105840194276 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079225 kb_relative_information_score 0.05863737421380685 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.0990990990990991 mean_absolute_error 0.08108108108108109 mean_absolute_error 0.08108108108108109 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.08181818181818182 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 0.8756419971373243 [0.934579,0] precision 0.8604422604422604 [0.927273,0] precision 0.8918084751418085 [0.935185,0.333333] precision 0.9043722621704273 [0.93578,0.5] precision 0.940950040950041 [0.936364,1] precision 0.940950040950041 [0.936364,1] precision 0.9119306222109961 [0.943925,0.5] precision 0.8756734006734007 [0.935185,0] predictive_accuracy 0.9369369369369369 predictive_accuracy 0.9009009009009009 predictive_accuracy 0.9189189189189189 predictive_accuracy 0.9189189189189189 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9181818181818181 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 0.9009009009009009 [0.961538,0] recall 0.918918918918919 [0.990291,0] recall 0.918918918918919 [0.980583,0.125] recall 0.9279279279279279 [0.990291,0.125] recall 0.9369369369369369 [1,0.125] recall 0.9369369369369369 [1,0.125] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [0.980583,0.25] recall 0.9181818181818182 [0.980583,0] relative_absolute_error 0.5068760998500949 relative_absolute_error 0.7965195854787204 relative_absolute_error 0.6135108602282492 relative_absolute_error 0.6135108602282492 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.4771751135108604 relative_absolute_error 0.4771751135108604 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.6550278414674093 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 0.3148000938676784 root_mean_squared_error 0.2847473987257497 root_mean_squared_error 0.2847473987257497 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.28603877677367767 root_relative_squared_error 1.032659959452061 root_relative_squared_error 1.2945077669253755 root_relative_squared_error 1.1010520361384777 root_relative_squared_error 1.1010520361384777 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 0.9710366227212378 root_relative_squared_error 0.9710366227212378 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.171366199708197 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 52.272667999204714 usercpu_time_millis 54.91058100051305 usercpu_time_millis 54.8341129997425 usercpu_time_millis 51.7617360001168 usercpu_time_millis 50.34807999982149 usercpu_time_millis 49.61231499964924 usercpu_time_millis 51.74091499975475 usercpu_time_millis 54.83979299879138 usercpu_time_millis 53.11246499968547 usercpu_time_millis 51.88775200076634 usercpu_time_millis_testing 2.894940999794926 usercpu_time_millis_testing 2.789985000163142 usercpu_time_millis_testing 2.7505990001372993 usercpu_time_millis_testing 2.764716999990924 usercpu_time_millis_testing 2.5697040000522975 usercpu_time_millis_testing 2.7045139995607315 usercpu_time_millis_testing 2.705066000089573 usercpu_time_millis_testing 2.713520999350294 usercpu_time_millis_testing 2.77857099990797 usercpu_time_millis_testing 2.7813310007331893 usercpu_time_millis_training 49.37772699940979 usercpu_time_millis_training 52.120596000349906 usercpu_time_millis_training 52.0835139996052 usercpu_time_millis_training 48.997019000125874 usercpu_time_millis_training 47.778375999769196 usercpu_time_millis_training 46.90780100008851 usercpu_time_millis_training 49.03584899966518 usercpu_time_millis_training 52.12627199944109 usercpu_time_millis_training 50.3338939997775 usercpu_time_millis_training 49.10642100003315 wall_clock_time_millis 52.28161811828613 wall_clock_time_millis 54.91924285888672 wall_clock_time_millis 54.84461784362793 wall_clock_time_millis 51.76830291748047 wall_clock_time_millis 50.35686492919922 wall_clock_time_millis 49.62158203125 wall_clock_time_millis 51.75042152404785 wall_clock_time_millis 54.850101470947266 wall_clock_time_millis 53.12037467956543 wall_clock_time_millis 51.8956184387207 wall_clock_time_millis_testing 2.8982162475585938 wall_clock_time_millis_testing 2.794027328491211 wall_clock_time_millis_testing 2.7551651000976562 wall_clock_time_millis_testing 2.767324447631836 wall_clock_time_millis_testing 2.573251724243164 wall_clock_time_millis_testing 2.707958221435547 wall_clock_time_millis_testing 2.7081966400146484 wall_clock_time_millis_testing 2.717733383178711 wall_clock_time_millis_testing 2.781391143798828 wall_clock_time_millis_testing 2.784252166748047 wall_clock_time_millis_training 49.38340187072754 wall_clock_time_millis_training 52.12521553039551 wall_clock_time_millis_training 52.08945274353027 wall_clock_time_millis_training 49.00097846984863 wall_clock_time_millis_training 47.783613204956055 wall_clock_time_millis_training 46.91362380981445 wall_clock_time_millis_training 49.0422248840332 wall_clock_time_millis_training 52.132368087768555 wall_clock_time_millis_training 50.3389835357666 wall_clock_time_millis_training 49.111366271972656