10330562 8323 Heinrich Peters 9910 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8186145 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 6569.0949086966875 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.7814498162457693 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.18837565420233188 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 36946 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. 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 21582823 description https://api.openml.org/data/download/21582823/description.xml -1 21582824 predictions https://api.openml.org/data/download/21582824/predictions.arff area_under_roc_curve 0.505669059878398 [0.505669,0.505669] average_cost 0 f_measure 0.3939648872049734 [0.025258,0.705208] kappa 0.012281201266920557 kb_relative_information_score 0.08524700844137253 mean_absolute_error 0.45267928552386033 mean_prior_absolute_error 0.4964308656158626 number_of_instances 3751 [1717,2034] precision 0.6983924673227235 [0.88,0.545089] predictive_accuracy 0.5473207144761397 prior_entropy 0.9948419333531207 recall 0.5473207144761397 [0.012813,0.998525] relative_absolute_error 0.9118677279710944 root_mean_prior_squared_error 0.4982112822885347 root_mean_squared_error 0.672814451036733 root_relative_squared_error 1.3504600858217384 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5033508993011799 [0.503351,0.503351] area_under_roc_curve 0.5058139534883721 [0.505814,0.505814] area_under_roc_curve 0.502906976744186 [0.502907,0.502907] area_under_roc_curve 0.5058139534883721 [0.505814,0.505814] area_under_roc_curve 0.509164852789552 [0.509165,0.509165] area_under_roc_curve 0.502906976744186 [0.502907,0.502907] area_under_roc_curve 0.5087719298245614 [0.508772,0.508772] area_under_roc_curve 0.5063209494324046 [0.506321,0.506321] area_under_roc_curve 0.5116959064327485 [0.511696,0.511696] 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 0.3908293167701864 [0.022857,0.702609] f_measure 0.3921088761174968 [0.022989,0.704861] f_measure 0.38620602879153676 [0.011561,0.70364] f_measure 0.3921088761174968 [0.022989,0.704861] f_measure 0.4024037625343863 [0.045198,0.705061] f_measure 0.38620602879153676 [0.011561,0.70364] f_measure 0.40105747126436775 [0.034483,0.708333] f_measure 0.3997455900621118 [0.034286,0.706087] f_measure 0.4068491925465839 [0.045714,0.709565] kappa 0 kappa 0.0072453671450466725 kappa 0.012577057711966821 kappa 0.006291549797771749 kappa 0.012577057711966821 kappa 0.019797386126363028 kappa 0.006291549797771749 kappa 0.01905829596412566 kappa 0.013726131005182435 kappa 0.02539801111162991 kb_relative_information_score 0.07554541922595068 kb_relative_information_score 0.07874526217998018 kb_relative_information_score 0.08413271678711479 kb_relative_information_score 0.07874526217998012 kb_relative_information_score 0.08413271678711479 kb_relative_information_score 0.08952017139424927 kb_relative_information_score 0.07874526217998012 kb_relative_information_score 0.0943146803179446 kb_relative_information_score 0.08892369627221813 kb_relative_information_score 0.09970566436367106 mean_absolute_error 0.4574468085106383 mean_absolute_error 0.456 mean_absolute_error 0.4533333333333333 mean_absolute_error 0.456 mean_absolute_error 0.4533333333333333 mean_absolute_error 0.45066666666666666 mean_absolute_error 0.456 mean_absolute_error 0.448 mean_absolute_error 0.45066666666666666 mean_absolute_error 0.44533333333333336 mean_prior_absolute_error 0.4964057123095849 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4965087485567102 mean_prior_absolute_error 0.4962835065281108 mean_prior_absolute_error 0.4962835065281108 mean_prior_absolute_error 0.4962835065281108 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.5997275985663082 [0.666667,0.543011] precision 0.7532797140303843 [1,0.544236] precision 0.7524919786096257 [1,0.542781] precision 0.7532797140303843 [1,0.544236] precision 0.662472072072072 [0.8,0.545946] precision 0.7524919786096257 [1,0.542781] precision 0.7543225806451613 [1,0.548387] precision 0.6396603773584906 [0.75,0.54717] precision 0.7551266846361187 [1,0.549865] predictive_accuracy 0.5425531914893618 predictive_accuracy 0.544 predictive_accuracy 0.5466666666666666 predictive_accuracy 0.544 predictive_accuracy 0.5466666666666666 predictive_accuracy 0.5493333333333333 predictive_accuracy 0.544 predictive_accuracy 0.552 predictive_accuracy 0.5493333333333333 predictive_accuracy 0.5546666666666666 prior_entropy 0.9947691829105159 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.9950671927429882 prior_entropy 0.994415729388281 prior_entropy 0.994415729388281 prior_entropy 0.994415729388281 recall 0.5425531914893617 [0,1] recall 0.544 [0.011628,0.995074] recall 0.5466666666666666 [0.011628,1] recall 0.544 [0.005814,1] recall 0.5466666666666666 [0.011628,1] recall 0.5493333333333333 [0.023256,0.995074] recall 0.544 [0.005814,1] recall 0.552 [0.017544,1] recall 0.5493333333333333 [0.017544,0.995098] recall 0.5546666666666666 [0.023392,1] relative_absolute_error 0.9215180187639546 relative_absolute_error 0.918412820167894 relative_absolute_error 0.9130419849622338 relative_absolute_error 0.918412820167894 relative_absolute_error 0.9130419849622338 relative_absolute_error 0.9076711497565736 relative_absolute_error 0.918412820167894 relative_absolute_error 0.9027098303832592 relative_absolute_error 0.9080831031831594 relative_absolute_error 0.8973365575833588 root_mean_prior_squared_error 0.4981860380352768 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4982894387205206 root_mean_prior_squared_error 0.4980633721845164 root_mean_prior_squared_error 0.4980633721845164 root_mean_prior_squared_error 0.4980633721845164 root_mean_squared_error 0.6763481415000993 root_mean_squared_error 0.6752777206453653 root_mean_squared_error 0.6733003292241385 root_mean_squared_error 0.6752777206453653 root_mean_squared_error 0.6733003292241385 root_mean_squared_error 0.6713171133426189 root_mean_squared_error 0.6752777206453653 root_mean_squared_error 0.6693280212272604 root_mean_squared_error 0.6713171133426189 root_mean_squared_error 0.6673330003329173 root_relative_squared_error 1.3576216310024463 root_relative_squared_error 1.355191718249749 root_relative_squared_error 1.3512233591645069 root_relative_squared_error 1.355191718249749 root_relative_squared_error 1.3512233591645069 root_relative_squared_error 1.3472433111694861 root_relative_squared_error 1.355191718249749 root_relative_squared_error 1.3438611602607389 root_relative_squared_error 1.3478548129291419 root_relative_squared_error 1.3398556039284333 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 45888.368615997024 usercpu_time_millis 45833.44577999378 usercpu_time_millis 45656.50966699468 usercpu_time_millis 44529.24972999608 usercpu_time_millis 45362.718381991726 usercpu_time_millis 44777.39694900811 usercpu_time_millis 44977.52816800494 usercpu_time_millis 44900.79441097623 usercpu_time_millis 44708.03587598493 usercpu_time_millis 44879.969432004145 usercpu_time_millis_testing 4390.028124005767 usercpu_time_millis_testing 4369.053854999947 usercpu_time_millis_testing 4559.0722219931195 usercpu_time_millis_testing 4289.987226991798 usercpu_time_millis_testing 4349.674726996454 usercpu_time_millis_testing 4462.912354996661 usercpu_time_millis_testing 4385.387180998805 usercpu_time_millis_testing 4332.838056987384 usercpu_time_millis_testing 4408.425887988415 usercpu_time_millis_testing 4360.213470004965 usercpu_time_millis_training 41498.34049199126 usercpu_time_millis_training 41464.39192499383 usercpu_time_millis_training 41097.43744500156 usercpu_time_millis_training 40239.262503004284 usercpu_time_millis_training 41013.04365499527 usercpu_time_millis_training 40314.48459401145 usercpu_time_millis_training 40592.14098700613 usercpu_time_millis_training 40567.95635398885 usercpu_time_millis_training 40299.60998799652 usercpu_time_millis_training 40519.75596199918 wall_clock_time_millis 51348.13094139099 wall_clock_time_millis 50643.81217956543 wall_clock_time_millis 54911.537408828735 wall_clock_time_millis 50677.666902542114 wall_clock_time_millis 49474.0195274353 wall_clock_time_millis 45977.66137123108 wall_clock_time_millis 50710.98351478577 wall_clock_time_millis 48585.421562194824 wall_clock_time_millis 50078.571796417236 wall_clock_time_millis 50193.477630615234 wall_clock_time_millis_testing 4891.020059585571 wall_clock_time_millis_testing 4769.52600479126 wall_clock_time_millis_testing 4863.858222961426 wall_clock_time_millis_testing 4646.589040756226 wall_clock_time_millis_testing 4494.03715133667 wall_clock_time_millis_testing 4467.768669128418 wall_clock_time_millis_testing 4892.282724380493 wall_clock_time_millis_testing 4494.262456893921 wall_clock_time_millis_testing 4640.8703327178955 wall_clock_time_millis_testing 4936.2077713012695 wall_clock_time_millis_training 46457.11088180542 wall_clock_time_millis_training 45874.28617477417 wall_clock_time_millis_training 50047.67918586731 wall_clock_time_millis_training 46031.07786178589 wall_clock_time_millis_training 44979.98237609863 wall_clock_time_millis_training 41509.89270210266 wall_clock_time_millis_training 45818.70079040527 wall_clock_time_millis_training 44091.1591053009 wall_clock_time_millis_training 45437.70146369934 wall_clock_time_millis_training 45257.269859313965