10398469 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) 8232309 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 1541.0157223743938 13389 cache_size 200 13389 class_weight null 13389 coef0 0.5613359420370587 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.0008416331146205515 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 21718690 description https://api.openml.org/data/download/21718690/description.xml -1 21718691 predictions https://api.openml.org/data/download/21718691/predictions.arff area_under_roc_curve 0.7808879238159263 [0.800464,0.820981,0.515614] average_cost 0 f_measure 0.7320345177077581 [0.82004,0.781041,0.066894] kappa 0.5651499235839872 kb_relative_information_score 0.542642624308995 mean_absolute_error 0.15664487531331855 mean_prior_absolute_error 0.3831852724014475 number_of_instances 44819 [23062,17422,4335] precision 0.7355496979550136 [0.772328,0.76107,0.437326] predictive_accuracy 0.7650326870300542 prior_entropy 1.3491090910116912 recall 0.7650326870300542 [0.874035,0.802089,0.036217] relative_absolute_error 0.4087967012187466 root_mean_prior_squared_error 0.43771061915274234 root_mean_squared_error 0.39578387449884633 root_relative_squared_error 0.9042135538428292 total_cost 0 area_under_roc_curve 0.7798591540482018 [0.799801,0.819925,0.512418] area_under_roc_curve 0.7724297093800043 [0.792025,0.810227,0.515963] area_under_roc_curve 0.7802635733796417 [0.801178,0.818753,0.514647] area_under_roc_curve 0.7822384472419416 [0.79902,0.825923,0.517732] area_under_roc_curve 0.7810873174227857 [0.798894,0.824358,0.512794] area_under_roc_curve 0.7891003336200034 [0.80792,0.831929,0.517198] area_under_roc_curve 0.7726091087923875 [0.794466,0.808057,0.514193] area_under_roc_curve 0.7784277480207679 [0.79647,0.818756,0.520008] area_under_roc_curve 0.7886900645370818 [0.809978,0.827805,0.517865] area_under_roc_curve 0.7841739843386083 [0.80489,0.824075,0.513325] 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 0.7306986397811649 [0.820336,0.779775,0.055675] f_measure 0.7226320427499687 [0.811517,0.768293,0.065359] f_measure 0.7310726909389716 [0.821479,0.778369,0.06087] f_measure 0.7350923557988381 [0.820492,0.787006,0.072961] f_measure 0.7326142202923438 [0.819745,0.78511,0.058947] f_measure 0.740232492158863 [0.825909,0.793906,0.069565] f_measure 0.7232356506348496 [0.815475,0.76555,0.063291] f_measure 0.731342312186291 [0.817335,0.778467,0.083682] f_measure 0.7394398408500331 [0.826051,0.789082,0.078351] f_measure 0.733897379649397 [0.822177,0.784649,0.059574] kappa 0.563346346550624 kappa 0.5481390173622412 kappa 0.5647070162552719 kappa 0.5702966192805858 kappa 0.5661397026285512 kappa 0.5821501059045666 kappa 0.5480453891358522 kappa 0.5610227347693777 kappa 0.5777170027825335 kappa 0.5698554846008512 kb_relative_information_score 0.5409314143460815 kb_relative_information_score 0.5288296290268011 kb_relative_information_score 0.5424499589621842 kb_relative_information_score 0.5478819252201881 kb_relative_information_score 0.5431475145770964 kb_relative_information_score 0.5567115063443056 kb_relative_information_score 0.5284570545577815 kb_relative_information_score 0.5403041843230934 kb_relative_information_score 0.552235011999448 kb_relative_information_score 0.5454758398957713 mean_absolute_error 0.15707273538598726 mean_absolute_error 0.16272497396995242 mean_absolute_error 0.1564777629034646 mean_absolute_error 0.15439535921463535 mean_absolute_error 0.15618027666220327 mean_absolute_error 0.1505280380782381 mean_absolute_error 0.16272497396995242 mean_absolute_error 0.1581139372304019 mean_absolute_error 0.1529079280083287 mean_absolute_error 0.1553224726623511 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] precision 0.7299948466037463 [0.769962,0.763476,0.382353] precision 0.7393111207507055 [0.767181,0.742765,0.576923] precision 0.7443177016341989 [0.771016,0.760263,0.538462] precision 0.7471676650711461 [0.766968,0.77475,0.53125] precision 0.7282571080736633 [0.768297,0.771619,0.341463] precision 0.7595272888727601 [0.780912,0.767131,0.615385] precision 0.7218369296932532 [0.765108,0.750966,0.375] precision 0.7349528302855413 [0.766717,0.765097,0.444444] precision 0.735655134667614 [0.787117,0.759554,0.365385] precision 0.7322207304301291 [0.780811,0.755851,0.378378] predictive_accuracy 0.7643908969210175 predictive_accuracy 0.7559125390450692 predictive_accuracy 0.7652833556448014 predictive_accuracy 0.7684069611780455 predictive_accuracy 0.7657295850066934 predictive_accuracy 0.7742079428826416 predictive_accuracy 0.7559125390450692 predictive_accuracy 0.7628290941543954 predictive_accuracy 0.7706381079875055 predictive_accuracy 0.7670162910064718 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 0.7643908969210174 [0.877763,0.796785,0.030023] recall 0.7559125390450692 [0.861292,0.795637,0.034642] recall 0.7652833556448014 [0.879011,0.797359,0.032258] recall 0.7684069611780455 [0.882047,0.799656,0.039171] recall 0.7657295850066934 [0.878578,0.799082,0.032258] recall 0.7742079428826417 [0.876409,0.822618,0.036866] recall 0.7559125390450692 [0.87294,0.780712,0.034562] recall 0.7628290941543954 [0.875108,0.792312,0.046189] recall 0.7706381079875055 [0.869037,0.820998,0.04388] recall 0.7670162910064717 [0.86817,0.815729,0.032333] relative_absolute_error 0.40995195903630516 relative_absolute_error 0.4247040181682927 relative_absolute_error 0.40833287984899186 relative_absolute_error 0.4028987920943478 relative_absolute_error 0.4075565815983284 relative_absolute_error 0.392806914835723 relative_absolute_error 0.4246351431129242 relative_absolute_error 0.4126492860505808 relative_absolute_error 0.39906252686735444 relative_absolute_error 0.40536980961272256 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 0.39632402827230556 root_mean_squared_error 0.4033918367666262 root_mean_squared_error 0.39557270242455383 root_mean_squared_error 0.3929317487995025 root_mean_squared_error 0.3951965038587807 root_mean_squared_error 0.3879794299679277 root_mean_squared_error 0.4033918367666262 root_mean_squared_error 0.3976354325640535 root_mean_squared_error 0.391034433277082 root_mean_squared_error 0.39410972160345287 root_relative_squared_error 0.9055330187491027 root_relative_squared_error 0.9216817594391457 root_relative_squared_error 0.9036697898107292 root_relative_squared_error 0.8976366384010837 root_relative_squared_error 0.9028103794500657 root_relative_squared_error 0.886323266952106 root_relative_squared_error 0.9215322849831561 root_relative_squared_error 0.9084849722941257 root_relative_squared_error 0.8934035480466228 root_relative_squared_error 0.9004424893015568 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 113778.02617417183 usercpu_time_millis 115168.02171804011 usercpu_time_millis 116457.2078268975 usercpu_time_millis 96766.62893092725 usercpu_time_millis 116374.00342698675 usercpu_time_millis 116473.06835697964 usercpu_time_millis 114979.3971600011 usercpu_time_millis 107901.03631513193 usercpu_time_millis 116444.87948983442 usercpu_time_millis 116588.12613494229 usercpu_time_millis_testing 5769.6895020781085 usercpu_time_millis_testing 5815.566145000048 usercpu_time_millis_testing 5824.288285919465 usercpu_time_millis_testing 3368.751715985127 usercpu_time_millis_testing 5842.259334982373 usercpu_time_millis_testing 5856.238053995185 usercpu_time_millis_testing 5812.822730978951 usercpu_time_millis_testing 3382.9198180465028 usercpu_time_millis_testing 5876.812111935578 usercpu_time_millis_testing 5870.874059968628 usercpu_time_millis_training 108008.33667209372 usercpu_time_millis_training 109352.45557304006 usercpu_time_millis_training 110632.91954097804 usercpu_time_millis_training 93397.87721494213 usercpu_time_millis_training 110531.74409200437 usercpu_time_millis_training 110616.83030298445 usercpu_time_millis_training 109166.57442902215 usercpu_time_millis_training 104518.11649708543 usercpu_time_millis_training 110568.06737789884 usercpu_time_millis_training 110717.25207497366 wall_clock_time_millis 113778.7516117096 wall_clock_time_millis 115170.23849487305 wall_clock_time_millis 116492.9039478302 wall_clock_time_millis 96768.5489654541 wall_clock_time_millis 116376.29413604736 wall_clock_time_millis 116483.30688476562 wall_clock_time_millis 114988.69800567627 wall_clock_time_millis 107910.68077087402 wall_clock_time_millis 116446.43306732178 wall_clock_time_millis 116592.78392791748 wall_clock_time_millis_testing 5769.726514816284 wall_clock_time_millis_testing 5815.605878829956 wall_clock_time_millis_testing 5824.462175369263 wall_clock_time_millis_testing 3368.7808513641357 wall_clock_time_millis_testing 5842.304468154907 wall_clock_time_millis_testing 5856.261730194092 wall_clock_time_millis_testing 5812.856912612915 wall_clock_time_millis_testing 3382.9243183135986 wall_clock_time_millis_testing 5876.859664916992 wall_clock_time_millis_testing 5871.689558029175 wall_clock_time_millis_training 108009.02509689331 wall_clock_time_millis_training 109354.63261604309 wall_clock_time_millis_training 110668.44177246094 wall_clock_time_millis_training 93399.76811408997 wall_clock_time_millis_training 110533.98966789246 wall_clock_time_millis_training 110627.04515457153 wall_clock_time_millis_training 109175.84109306335 wall_clock_time_millis_training 104527.75645256042 wall_clock_time_millis_training 110569.57340240479 wall_clock_time_millis_training 110721.0943698883