10398437 8323 Heinrich Peters 167119 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8232218 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 6.298726358757933 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.7866942235746366 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.0019226387218415771 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 1 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. 41027 jungle_chess_2pcs_raw_endgame_complete https://www.openml.org/data/download/18631418/jungle_chess_2pcs_raw_endgame_complete.arff -1 21718626 description https://api.openml.org/data/download/21718626/description.xml -1 21718627 predictions https://api.openml.org/data/download/21718627/predictions.arff area_under_roc_curve 0.7393242151965356 [0.76131,0.769771,0.5] average_cost 0 kappa 0.48322481740933365 kb_relative_information_score 0.47523074118712666 mean_absolute_error 0.18447533412172115 mean_prior_absolute_error 0.3831852724014475 number_of_instances 44819 [23062,17422,4335] predictive_accuracy 0.7232869988174658 prior_entropy 1.3491090910116912 recall 0.7232869988174658 [0.856214,0.727299,0] relative_absolute_error 0.4814259508607991 root_mean_prior_squared_error 0.43771061915274234 root_mean_squared_error 0.4295059186108163 root_relative_squared_error 0.9812554226858659 total_cost 0 area_under_roc_curve 0.7408436110411948 [0.762673,0.7718,0.5] area_under_roc_curve 0.7358004027183489 [0.756853,0.766531,0.5] area_under_roc_curve 0.7334370974667239 [0.755644,0.762199,0.5] area_under_roc_curve 0.7450414609274367 [0.765964,0.778394,0.5] area_under_roc_curve 0.7407367029841134 [0.758763,0.776851,0.5] area_under_roc_curve 0.7459129454701587 [0.76722,0.778974,0.5] area_under_roc_curve 0.728949522327179 [0.755081,0.751398,0.5] area_under_roc_curve 0.7437441946932113 [0.766935,0.773614,0.5] area_under_roc_curve 0.7336249241618882 [0.755605,0.762583,0.5] area_under_roc_curve 0.745155921491609 [0.768369,0.775364,0.5] 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 kappa 0.48565197227410034 kappa 0.4756096145480139 kappa 0.4710251191836962 kappa 0.49571894096415675 kappa 0.48872553683256187 kappa 0.4959491720187776 kappa 0.4613535979747266 kappa 0.4922010837109602 kappa 0.47160452734336317 kappa 0.4944150306286904 kb_relative_information_score 0.47682308781635596 kb_relative_information_score 0.4687352222210769 kb_relative_information_score 0.46518485447766883 kb_relative_information_score 0.4856558518572522 kb_relative_information_score 0.48078488031398137 kb_relative_information_score 0.4849372568655364 kb_relative_information_score 0.4575474959969785 kb_relative_information_score 0.4826851580189155 kb_relative_information_score 0.4658961742034473 kb_relative_information_score 0.48405977094099606 mean_absolute_error 0.18384649709950648 mean_absolute_error 0.1874163319946424 mean_absolute_error 0.188903763200949 mean_absolute_error 0.1798304328424786 mean_absolute_error 0.18191283653130788 mean_absolute_error 0.18027666220437058 mean_absolute_error 0.19217611185482358 mean_absolute_error 0.18116912092815457 mean_absolute_error 0.18860627695968768 mean_absolute_error 0.18061444618016564 mean_prior_absolute_error 0.38314912741294394 mean_prior_absolute_error 0.38314912741294394 mean_prior_absolute_error 0.38321127351128964 mean_prior_absolute_error 0.38321127351128964 mean_prior_absolute_error 0.38321127351128964 mean_prior_absolute_error 0.38321127351128964 mean_prior_absolute_error 0.38321127351128964 mean_prior_absolute_error 0.3831678439182395 mean_prior_absolute_error 0.3831678439182395 mean_prior_absolute_error 0.3831624086923031 number_of_instances 4482 [2307,1742,433] number_of_instances 4482 [2307,1742,433] number_of_instances 4482 [2306,1742,434] number_of_instances 4482 [2306,1742,434] number_of_instances 4482 [2306,1742,434] number_of_instances 4482 [2306,1742,434] number_of_instances 4482 [2306,1742,434] number_of_instances 4482 [2306,1743,433] number_of_instances 4482 [2306,1743,433] number_of_instances 4481 [2306,1742,433] predictive_accuracy 0.7242302543507363 predictive_accuracy 0.7188755020080322 predictive_accuracy 0.7166443551985721 predictive_accuracy 0.7302543507362784 predictive_accuracy 0.7271307452030343 predictive_accuracy 0.7295850066934405 predictive_accuracy 0.71173583221776 predictive_accuracy 0.7282463186077643 predictive_accuracy 0.717090584560464 predictive_accuracy 0.7290783307297478 prior_entropy 1.3488133441537706 prior_entropy 1.3488133441537706 prior_entropy 1.3493513056725057 prior_entropy 1.3493513056725057 prior_entropy 1.3493513056725057 prior_entropy 1.3493513056725057 prior_entropy 1.3493513056725057 prior_entropy 1.3489036134824826 prior_entropy 1.3489036134824826 prior_entropy 1.3489004199199452 recall 0.7242302543507363 [0.851322,0.735936,0] recall 0.7188755020080321 [0.846121,0.729047,0] recall 0.7166443551985721 [0.849523,0.719288,0] recall 0.7302543507362784 [0.865568,0.733065,0] recall 0.7271307452030343 [0.86817,0.721584,0] recall 0.7295850066934404 [0.854293,0.746269,0] recall 0.7117358322177599 [0.852992,0.702067,0] recall 0.7282463186077643 [0.863833,0.729776,0] recall 0.717090584560464 [0.850824,0.718302,0] recall 0.7290783307297478 [0.859497,0.737658,0] relative_absolute_error 0.4798301338720355 relative_absolute_error 0.48914722385013293 relative_absolute_error 0.4929493891713074 relative_absolute_error 0.4692722925260723 relative_absolute_error 0.4747063802807164 relative_absolute_error 0.4704367399020674 relative_absolute_error 0.5014886699286052 relative_absolute_error 0.4728192195762976 relative_absolute_error 0.4922288755523351 relative_absolute_error 0.4713783035151742 root_mean_prior_squared_error 0.4376693285240829 root_mean_prior_squared_error 0.4376693285240829 root_mean_prior_squared_error 0.4377403194007462 root_mean_prior_squared_error 0.4377403194007462 root_mean_prior_squared_error 0.4377403194007462 root_mean_prior_squared_error 0.4377403194007462 root_mean_prior_squared_error 0.4377403194007462 root_mean_prior_squared_error 0.43769071001794996 root_mean_prior_squared_error 0.43769071001794996 root_mean_prior_squared_error 0.4376845009936733 root_mean_squared_error 0.42877324671614775 root_mean_squared_error 0.43291607962126144 root_mean_squared_error 0.4346306054581856 root_mean_squared_error 0.42406418481460867 root_mean_squared_error 0.4265124107588288 root_mean_squared_error 0.42458999305726763 root_mean_squared_error 0.4383789591835169 root_mean_squared_error 0.4256396608965788 root_mean_squared_error 0.4342882417930374 root_mean_squared_error 0.4249875835599973 root_relative_squared_error 0.9796739656444862 root_relative_squared_error 0.9891396344385144 root_relative_squared_error 0.9928959846631955 root_relative_squared_error 0.9687574253958151 root_relative_squared_error 0.9743502982378044 root_relative_squared_error 0.969958612993473 root_relative_squared_error 1.0014589466733268 root_relative_squared_error 0.9724667468476155 root_relative_squared_error 0.9922263183863943 root_relative_squared_error 0.970990708135997 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 99379.73896303447 usercpu_time_millis 99234.31659699418 usercpu_time_millis 100238.80186502356 usercpu_time_millis 66805.39660796057 usercpu_time_millis 64562.11396103026 usercpu_time_millis 64749.930853024125 usercpu_time_millis 64234.80035900138 usercpu_time_millis 64255.79781300621 usercpu_time_millis 64307.0672119502 usercpu_time_millis 100608.97445800947 usercpu_time_millis_testing 6733.73898002319 usercpu_time_millis_testing 6717.739255982451 usercpu_time_millis_testing 6721.241693012416 usercpu_time_millis_testing 3950.1312029897235 usercpu_time_millis_testing 3960.0041109952144 usercpu_time_millis_testing 3959.970597992651 usercpu_time_millis_testing 3939.7087219986133 usercpu_time_millis_testing 3949.5730390190147 usercpu_time_millis_testing 3950.486332993023 usercpu_time_millis_testing 6782.743807998486 usercpu_time_millis_training 92645.99998301128 usercpu_time_millis_training 92516.57734101173 usercpu_time_millis_training 93517.56017201114 usercpu_time_millis_training 62855.26540497085 usercpu_time_millis_training 60602.10985003505 usercpu_time_millis_training 60789.960255031474 usercpu_time_millis_training 60295.09163700277 usercpu_time_millis_training 60306.2247739872 usercpu_time_millis_training 60356.580878957175 usercpu_time_millis_training 93826.23065001098 wall_clock_time_millis 99380.17201423645 wall_clock_time_millis 99234.7514629364 wall_clock_time_millis 100240.7636642456 wall_clock_time_millis 66805.46975135803 wall_clock_time_millis 64562.11519241333 wall_clock_time_millis 64749.89914894104 wall_clock_time_millis 64234.93146896362 wall_clock_time_millis 64261.26194000244 wall_clock_time_millis 64307.177782058716 wall_clock_time_millis 100611.40060424805 wall_clock_time_millis_testing 6733.747720718384 wall_clock_time_millis_testing 6717.747688293457 wall_clock_time_millis_testing 6722.578048706055 wall_clock_time_millis_testing 3950.13427734375 wall_clock_time_millis_testing 3960.007905960083 wall_clock_time_millis_testing 3959.9740505218506 wall_clock_time_millis_testing 3939.711570739746 wall_clock_time_millis_testing 3949.9776363372803 wall_clock_time_millis_testing 3950.4897594451904 wall_clock_time_millis_testing 6782.748699188232 wall_clock_time_millis_training 92646.42429351807 wall_clock_time_millis_training 92517.00377464294 wall_clock_time_millis_training 93518.18561553955 wall_clock_time_millis_training 62855.33547401428 wall_clock_time_millis_training 60602.10728645325 wall_clock_time_millis_training 60789.92509841919 wall_clock_time_millis_training 60295.21989822388 wall_clock_time_millis_training 60311.28430366516 wall_clock_time_millis_training 60356.688022613525 wall_clock_time_millis_training 93828.65190505981