10154758 287 Hugo Spee 3918 Supervised Classification 8880 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.svm.classes.SVC)(1) 8080336 C 1.0 8873 cache_size 200 8873 class_weight null 8873 coef0 0.0 8873 decision_function_shape "ovr" 8873 degree 3 8873 gamma "auto" 8873 kernel "rbf" 8873 max_iter -1 8873 probability false 8873 random_state 18532 8873 shrinking true 8873 tol 0.001 8873 verbose false 8873 copy true 8877 fill_value null 8877 missing_values NaN 8877 strategy "mean" 8877 verbose 0 8877 memory null 8880 auto-jupyter-notebook openml-python Sklearn_0.20.1. 1068 pc1 https://www.openml.org/data/download/53951/pc1.arff -1 21230102 description https://api.openml.org/data/download/21230102/description.xml -1 21230101 predictions https://api.openml.org/data/download/21230101/predictions.arff area_under_roc_curve 0.56251258431491 [0.562513,0.562513] average_cost 0 f_measure 0.9141469696345509 [0.966134,0.217391] kappa 0.19926191861048168 kb_relative_information_score 327.1895806116982 mean_absolute_error 0.06492335437330929 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.9198651111700898 [0.938757,0.666667] predictive_accuracy 0.9350766456266908 prior_entropy 0.366695737105688 recall 0.9350766456266907 [0.995155,0.12987] relative_absolute_error 0.4998344132919236 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.2548006169013515 root_relative_squared_error 1.002408616123868 total_cost 0 area_under_roc_curve 0.5714285714285714 [0.571429,0.571429] area_under_roc_curve 0.5666208791208791 [0.566621,0.566621] area_under_roc_curve 0.6201456310679612 [0.620146,0.620146] area_under_roc_curve 0.625 [0.625,0.625] area_under_roc_curve 0.625 [0.625,0.625] area_under_roc_curve 0.625 [0.625,0.625] area_under_roc_curve 0.4854368932038835 [0.485437,0.485437] 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 0.926433442788583 [0.971963,0.25] f_measure 0.9201595962159344 [0.967136,0.222222] f_measure 0.9233516152947432 [0.966825,0.363636] f_measure 0.9304946455889852 [0.971698,0.4] f_measure 0.9304946455889852 [0.971698,0.4] f_measure 0.9304946455889852 [0.971698,0.4] f_measure 0.8795525383203108 [0.947867,0] kappa 0.23798627002288333 kappa 0.1997940267765187 kappa 0.3375959079283886 kappa 0.3821892393320963 kappa 0.3821892393320963 kappa 0.3821892393320963 kappa -0.0409207161125317 kappa 0 kappa 0 kappa 0 kb_relative_information_score 38.51710991069201 kb_relative_information_score 27.7799808779755 kb_relative_information_score 37.944326799805914 kb_relative_information_score 48.68145583252245 kb_relative_information_score 48.68145583252245 kb_relative_information_score 48.68145583252246 kb_relative_information_score -5.004189331060257 kb_relative_information_score 27.20719776708937 kb_relative_information_score 27.20719776708937 kb_relative_information_score 27.493589322532415 mean_absolute_error 0.05405405405405406 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.05405405405405406 mean_absolute_error 0.05405405405405406 mean_absolute_error 0.05405405405405406 mean_absolute_error 0.0990990990990991 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 0.9488943488943489 [0.945455,1] precision 0.9168939581783618 [0.944954,0.5] precision 0.9244244244244243 [0.944444,0.666667] precision 0.9489213984626829 [0.944954,1] precision 0.9489213984626829 [0.944954,1] precision 0.9489213984626829 [0.944954,1] precision 0.8591925258591925 [0.925926,0] predictive_accuracy 0.9459459459459459 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.9459459459459459 predictive_accuracy 0.9459459459459459 predictive_accuracy 0.9459459459459459 predictive_accuracy 0.9009009009009009 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9363636363636364 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 prior_entropy 0.366695737105688 recall 0.9459459459459459 [1,0.142857] recall 0.9369369369369369 [0.990385,0.142857] recall 0.9369369369369369 [0.990291,0.25] recall 0.9459459459459459 [1,0.25] recall 0.9459459459459459 [1,0.25] recall 0.9459459459459459 [1,0.25] recall 0.9009009009009009 [0.970874,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.4344652284429384 relative_absolute_error 0.5068760998500949 relative_absolute_error 0.4771751135108604 relative_absolute_error 0.40900724015216605 relative_absolute_error 0.40900724015216605 relative_absolute_error 0.40900724015216605 relative_absolute_error 0.7498466069456378 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 0.23249527748763857 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.23249527748763857 root_mean_squared_error 0.23249527748763857 root_mean_squared_error 0.23249527748763857 root_mean_squared_error 0.3148000938676784 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2522624895547565 root_relative_squared_error 0.9560573466910262 root_relative_squared_error 1.032659959452061 root_relative_squared_error 0.9710366227212378 root_relative_squared_error 0.899005222930578 root_relative_squared_error 0.899005222930578 root_relative_squared_error 0.899005222930578 root_relative_squared_error 1.2172588261760549 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 109.375 usercpu_time_millis 93.75 usercpu_time_millis 93.75 usercpu_time_millis 109.375 usercpu_time_millis 109.375 usercpu_time_millis 109.375 usercpu_time_millis 109.375 usercpu_time_millis 109.375 usercpu_time_millis 125 usercpu_time_millis 109.375 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 109.375 usercpu_time_millis_training 78.125 usercpu_time_millis_training 78.125 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 109.375 usercpu_time_millis_training 93.75