10329057 8323 Heinrich Peters 9946 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8184679 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 8543.388130486903 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.8306449462396814 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 29307 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. 1510 wdbc https://www.openml.org/data/download/1592318/phpAmSP4g -1 21579802 description https://api.openml.org/data/download/21579802/description.xml -1 21579803 predictions https://api.openml.org/data/download/21579803/predictions.arff area_under_roc_curve 0.5434107605306273 [0.543411,0.543411] average_cost 0 f_measure 0.5540956578589858 [0.785872,0.163793] kappa 0.10638883492001816 kb_relative_information_score 0.24977975615062456 mean_absolute_error 0.3409490333919156 mean_prior_absolute_error 0.46764379083961705 number_of_instances 569 [357,212] precision 0.7608036340238363 [0.648452,0.95] predictive_accuracy 0.6590509666080844 prior_entropy 0.9526357368194003 recall 0.6590509666080844 [0.997199,0.089623] relative_absolute_error 0.7290784996412951 root_mean_prior_squared_error 0.4834927399189952 root_mean_squared_error 0.5839084118180826 root_relative_squared_error 1.207688065628268 total_cost 0 area_under_roc_curve 0.5714285714285714 [0.571429,0.571429] area_under_roc_curve 0.5238095238095238 [0.52381,0.52381] area_under_roc_curve 0.5238095238095238 [0.52381,0.52381] area_under_roc_curve 0.5714285714285714 [0.571429,0.571429] area_under_roc_curve 0.5476190476190477 [0.547619,0.547619] area_under_roc_curve 0.5476190476190477 [0.547619,0.547619] area_under_roc_curve 0.5476190476190477 [0.547619,0.547619] area_under_roc_curve 0.5227272727272727 [0.522727,0.522727] area_under_roc_curve 0.5311688311688312 [0.531169,0.531169] area_under_roc_curve 0.5476190476190477 [0.547619,0.547619] 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 0.5973684210526315 [0.8,0.25] f_measure 0.5277719991678802 [0.782609,0.090909] f_measure 0.5277719991678802 [0.782609,0.090909] f_measure 0.5973684210526315 [0.8,0.25] f_measure 0.5637840420449115 [0.791209,0.173913] f_measure 0.5637840420449115 [0.791209,0.173913] f_measure 0.5637840420449115 [0.791209,0.173913] f_measure 0.5058968491462771 [0.769231,0.086957] f_measure 0.5309047900650503 [0.764045,0.16] f_measure 0.556790425012213 [0.786517,0.173913] kappa 0.17391304347826095 kappa 0.05940594059405944 kappa 0.05940594059405944 kappa 0.17391304347826095 kappa 0.11735941320293376 kappa 0.11735941320293376 kappa 0.11735941320293376 kappa 0.05524861878453042 kappa 0.07424593967517387 kappa 0.11627906976744175 kb_relative_information_score 0.30285872203204844 kb_relative_information_score 0.22539858003560936 kb_relative_information_score 0.2253985800356093 kb_relative_information_score 0.3028587220320485 kb_relative_information_score 0.264128651033829 kb_relative_information_score 0.2641286510338289 kb_relative_information_score 0.2641286510338289 kb_relative_information_score 0.19777209450372318 kb_relative_information_score 0.1977720945037231 kb_relative_information_score 0.25485565207079 mean_absolute_error 0.3157894736842105 mean_absolute_error 0.3508771929824561 mean_absolute_error 0.3508771929824561 mean_absolute_error 0.3157894736842105 mean_absolute_error 0.3333333333333333 mean_absolute_error 0.3333333333333333 mean_absolute_error 0.3333333333333333 mean_absolute_error 0.3684210526315789 mean_absolute_error 0.3684210526315789 mean_absolute_error 0.3392857142857143 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4710418778996528 mean_prior_absolute_error 0.4710418778996528 mean_prior_absolute_error 0.4682574430823117 number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [35,22] number_of_instances 57 [35,22] number_of_instances 56 [35,21] precision 0.7894736842105263 [0.666667,1] precision 0.7744360902255639 [0.642857,1] precision 0.7744360902255639 [0.642857,1] precision 0.7894736842105263 [0.666667,1] precision 0.7818181818181817 [0.654545,1] precision 0.7818181818181817 [0.654545,1] precision 0.7818181818181817 [0.654545,1] precision 0.7697368421052632 [0.625,1] precision 0.6439246263807668 [0.62963,0.666667] precision 0.7800925925925926 [0.648148,1] predictive_accuracy 0.6842105263157895 predictive_accuracy 0.6491228070175439 predictive_accuracy 0.6491228070175439 predictive_accuracy 0.6842105263157895 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.631578947368421 predictive_accuracy 0.631578947368421 predictive_accuracy 0.6607142857142857 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9626598502888526 prior_entropy 0.9626598502888526 prior_entropy 0.9544459669879928 recall 0.6842105263157895 [1,0.142857] recall 0.6491228070175439 [1,0.047619] recall 0.6491228070175439 [1,0.047619] recall 0.6842105263157895 [1,0.142857] recall 0.6666666666666666 [1,0.095238] recall 0.6666666666666666 [1,0.095238] recall 0.6666666666666666 [1,0.095238] recall 0.631578947368421 [1,0.045455] recall 0.631578947368421 [0.971429,0.090909] recall 0.6607142857142857 [1,0.095238] relative_absolute_error 0.6768075859344133 relative_absolute_error 0.7520084288160146 relative_absolute_error 0.7520084288160146 relative_absolute_error 0.6768075859344133 relative_absolute_error 0.7144080073752138 relative_absolute_error 0.7144080073752138 relative_absolute_error 0.7144080073752138 relative_absolute_error 0.7821407605505185 relative_absolute_error 0.7821407605505185 relative_absolute_error 0.7245708942763642 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4869941648669064 root_mean_prior_squared_error 0.4869941648669064 root_mean_prior_squared_error 0.4841269273621067 root_mean_squared_error 0.5619514869490163 root_mean_squared_error 0.5923488777590924 root_mean_squared_error 0.5923488777590924 root_mean_squared_error 0.5619514869490163 root_mean_squared_error 0.5773502691896257 root_mean_squared_error 0.5773502691896257 root_mean_squared_error 0.5773502691896257 root_mean_squared_error 0.6069769786668839 root_mean_squared_error 0.6069769786668839 root_mean_squared_error 0.5824823725107175 root_relative_squared_error 1.1649115780941364 root_relative_squared_error 1.2279246198261935 root_relative_squared_error 1.2279246198261935 root_relative_squared_error 1.1649115780941364 root_relative_squared_error 1.196832874037364 root_relative_squared_error 1.196832874037364 root_relative_squared_error 1.196832874037364 root_relative_squared_error 1.2463742329084546 root_relative_squared_error 1.2463742329084546 root_relative_squared_error 1.2031604515049936 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 46.201600998756476 usercpu_time_millis 46.07379299704917 usercpu_time_millis 45.74176300957333 usercpu_time_millis 45.30073299247306 usercpu_time_millis 45.81871099071577 usercpu_time_millis 45.690087994444184 usercpu_time_millis 45.615160997840576 usercpu_time_millis 46.40988100436516 usercpu_time_millis 45.722768001724035 usercpu_time_millis 45.9842860000208 usercpu_time_millis_testing 3.51999000122305 usercpu_time_millis_testing 3.518931000144221 usercpu_time_millis_testing 3.531684007612057 usercpu_time_millis_testing 3.48813999153208 usercpu_time_millis_testing 3.5157929960405454 usercpu_time_millis_testing 3.5913619940401986 usercpu_time_millis_testing 3.4940909972647205 usercpu_time_millis_testing 3.5959329979959875 usercpu_time_millis_testing 3.5529659944586456 usercpu_time_millis_testing 3.464779001660645 usercpu_time_millis_training 42.681610997533426 usercpu_time_millis_training 42.55486199690495 usercpu_time_millis_training 42.210079001961276 usercpu_time_millis_training 41.81259300094098 usercpu_time_millis_training 42.30291799467523 usercpu_time_millis_training 42.098726000403985 usercpu_time_millis_training 42.121070000575855 usercpu_time_millis_training 42.81394800636917 usercpu_time_millis_training 42.16980200726539 usercpu_time_millis_training 42.51950699836016 wall_clock_time_millis 78.21178436279297 wall_clock_time_millis 46.09322547912598 wall_clock_time_millis 45.7613468170166 wall_clock_time_millis 45.320987701416016 wall_clock_time_millis 45.838117599487305 wall_clock_time_millis 45.74918746948242 wall_clock_time_millis 45.661211013793945 wall_clock_time_millis 46.42820358276367 wall_clock_time_millis 45.743465423583984 wall_clock_time_millis 46.00405693054199 wall_clock_time_millis_testing 3.529071807861328 wall_clock_time_millis_testing 3.5288333892822266 wall_clock_time_millis_testing 3.5424232482910156 wall_clock_time_millis_testing 3.4983158111572266 wall_clock_time_millis_testing 3.525972366333008 wall_clock_time_millis_testing 3.601551055908203 wall_clock_time_millis_testing 3.503561019897461 wall_clock_time_millis_testing 3.604412078857422 wall_clock_time_millis_testing 3.5631656646728516 wall_clock_time_millis_testing 3.473997116088867 wall_clock_time_millis_training 74.68271255493164 wall_clock_time_millis_training 42.56439208984375 wall_clock_time_millis_training 42.218923568725586 wall_clock_time_millis_training 41.82267189025879 wall_clock_time_millis_training 42.3121452331543 wall_clock_time_millis_training 42.14763641357422 wall_clock_time_millis_training 42.157649993896484 wall_clock_time_millis_training 42.82379150390625 wall_clock_time_millis_training 42.18029975891113 wall_clock_time_millis_training 42.530059814453125