10330585 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) 8186164 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 33.252648089739836 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 2.1212339071044592 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 53685 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 21582869 description https://api.openml.org/data/download/21582869/description.xml -1 21582870 predictions https://api.openml.org/data/download/21582870/predictions.arff area_under_roc_curve 0.8386453890341301 [0.846431,0.843623,0.77722] average_cost 0 f_measure 0.8108771047056845 [0.851691,0.808927,0.601584] kappa 0.6708257392829258 kb_relative_information_score 0.6719444066290243 mean_absolute_error 0.12588411164908478 mean_prior_absolute_error 0.3831852724014475 number_of_instances 44819 [23062,17422,4335] precision 0.8106166060642312 [0.847939,0.811709,0.607672] predictive_accuracy 0.8111738325263839 prior_entropy 1.3491090910116912 recall 0.8111738325263839 [0.855477,0.806165,0.595617] relative_absolute_error 0.3285202243295018 root_mean_prior_squared_error 0.43771061915274234 root_mean_squared_error 0.35480151021251977 root_relative_squared_error 0.8105846527079783 total_cost 0 area_under_roc_curve 0.8393903189784524 [0.84549,0.843363,0.790909] area_under_roc_curve 0.8375108118973236 [0.84371,0.843785,0.779238] area_under_roc_curve 0.8395719034743236 [0.847973,0.844199,0.776361] area_under_roc_curve 0.8452740485258903 [0.853206,0.849391,0.786606] area_under_roc_curve 0.8462148931584405 [0.852759,0.851295,0.79105] area_under_roc_curve 0.8380869653785319 [0.847665,0.842477,0.769572] area_under_roc_curve 0.8326968963146407 [0.841552,0.833893,0.780845] area_under_roc_curve 0.8303320822469021 [0.839908,0.834976,0.760639] area_under_roc_curve 0.8419171048725724 [0.848203,0.854848,0.75639] area_under_roc_curve 0.8354575518921811 [0.843847,0.838,0.780549] 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 0.8123407342491186 [0.851238,0.808819,0.619266] f_measure 0.8091853761265596 [0.848156,0.808937,0.602549] f_measure 0.8118364931054917 [0.853448,0.809703,0.599303] f_measure 0.8179455549101562 [0.857946,0.816032,0.613088] f_measure 0.8196230340434859 [0.857514,0.818313,0.623557] f_measure 0.8102486758328576 [0.853643,0.807637,0.590164] f_measure 0.8048704204685968 [0.848264,0.797203,0.605081] f_measure 0.8012572052414979 [0.845823,0.798387,0.575472] f_measure 0.8142420674210032 [0.853632,0.822618,0.570749] f_measure 0.8070627340019378 [0.847228,0.801583,0.615202] kappa 0.6732058238856924 kappa 0.6679958292740086 kappa 0.6724895468296823 kappa 0.6831949107616185 kappa 0.6861230284403813 kappa 0.6696830927527556 kappa 0.6601919842260707 kappa 0.6540185754767613 kappa 0.6768275473008686 kappa 0.6644647335537436 kb_relative_information_score 0.6765945830936024 kb_relative_information_score 0.6696681287143132 kb_relative_information_score 0.673230684600171 kb_relative_information_score 0.684244082482751 kb_relative_information_score 0.6877144772682798 kb_relative_information_score 0.6696704132536435 kb_relative_information_score 0.6635697831063879 kb_relative_information_score 0.6544347010487715 kb_relative_information_score 0.6735220989583149 kb_relative_information_score 0.66678790106307 mean_absolute_error 0.12509296445039483 mean_absolute_error 0.12717536813922412 mean_absolute_error 0.1252417075710255 mean_absolute_error 0.12137438643462829 mean_absolute_error 0.12018444146958299 mean_absolute_error 0.12613416629480947 mean_absolute_error 0.12985274431057603 mean_absolute_error 0.132083891120036 mean_absolute_error 0.1233080470028269 mean_absolute_error 0.12839395968161918 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 0.812438061378688 [0.845595,0.817595,0.615034] precision 0.8091383969676164 [0.848893,0.807318,0.604651] precision 0.8115983468253415 [0.848329,0.814643,0.604215] precision 0.8179745752562605 [0.855541,0.819815,0.610984] precision 0.8195367271181572 [0.85511,0.820913,0.625] precision 0.8098358302310655 [0.846187,0.813994,0.6] precision 0.8047798008178135 [0.838559,0.809467,0.606481] precision 0.800741791531001 [0.840034,0.801619,0.587952] precision 0.8135737083018202 [0.848693,0.82309,0.588235] precision 0.8069956836996713 [0.852812,0.789532,0.633252] predictive_accuracy 0.8123605533244087 predictive_accuracy 0.8092369477911646 predictive_accuracy 0.8121374386434627 predictive_accuracy 0.8179384203480589 predictive_accuracy 0.8197233377956269 predictive_accuracy 0.8107987505577867 predictive_accuracy 0.8052208835341365 predictive_accuracy 0.8018741633199464 predictive_accuracy 0.8150379294957608 predictive_accuracy 0.8074090604775719 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 0.8123605533244087 [0.856957,0.80023,0.623557] recall 0.8092369477911646 [0.847421,0.810563,0.600462] recall 0.8121374386434628 [0.85863,0.804822,0.59447] recall 0.8179384203480589 [0.860364,0.812285,0.615207] recall 0.819723337795627 [0.859931,0.815729,0.62212] recall 0.8107987505577867 [0.861232,0.801378,0.580645] recall 0.8052208835341366 [0.858196,0.785304,0.603687] recall 0.8018741633199464 [0.851691,0.795181,0.56351] recall 0.8150379294957608 [0.85863,0.822146,0.554273] recall 0.807409060477572 [0.841717,0.814007,0.598152] relative_absolute_error 0.32648636131584946 relative_absolute_error 0.3319213304697396 relative_absolute_error 0.3268215635293303 relative_absolute_error 0.3167296862707055 relative_absolute_error 0.31362449326805175 relative_absolute_error 0.32915045828132056 relative_absolute_error 0.3388541864146136 relative_absolute_error 0.3447154901344491 relative_absolute_error 0.32181209608272454 relative_absolute_error 0.3350901778695242 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 0.3536848377445587 root_mean_squared_error 0.35661655617655236 root_mean_squared_error 0.3538950516339915 root_mean_squared_error 0.34838826965704267 root_mean_squared_error 0.34667627762738973 root_mean_squared_error 0.35515372206244644 root_mean_squared_error 0.36035086278594647 root_mean_squared_error 0.3634334755082916 root_mean_squared_error 0.35115245549878604 root_mean_squared_error 0.3583210288018541 root_relative_squared_error 0.8081097182141177 root_relative_squared_error 0.8148081963594335 root_relative_squared_error 0.8084588874939908 root_relative_squared_error 0.7958788674846679 root_relative_squared_error 0.7919678911505786 root_relative_squared_error 0.8113342690219661 root_relative_squared_error 0.8232069261503174 root_relative_squared_error 0.8303431331530591 root_relative_squared_error 0.802284461290908 root_relative_squared_error 0.8186742459199706 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 182503.07619501837 usercpu_time_millis 170072.61560900952 usercpu_time_millis 180705.09798801504 usercpu_time_millis 185459.9862350151 usercpu_time_millis 189091.0666520067 usercpu_time_millis 178815.5998980219 usercpu_time_millis 187309.05500100926 usercpu_time_millis 180997.36695102183 usercpu_time_millis 185117.98819198157 usercpu_time_millis 190880.7401379745 usercpu_time_millis_testing 3422.5727420125622 usercpu_time_millis_testing 3451.2380369997118 usercpu_time_millis_testing 3377.534829021897 usercpu_time_millis_testing 3443.395993002923 usercpu_time_millis_testing 3413.7572289910167 usercpu_time_millis_testing 3458.544946013717 usercpu_time_millis_testing 3427.8968400030863 usercpu_time_millis_testing 3420.1498460024595 usercpu_time_millis_testing 3375.103433994809 usercpu_time_millis_testing 3421.024076989852 usercpu_time_millis_training 179080.5034530058 usercpu_time_millis_training 166621.3775720098 usercpu_time_millis_training 177327.56315899314 usercpu_time_millis_training 182016.59024201217 usercpu_time_millis_training 185677.3094230157 usercpu_time_millis_training 175357.05495200818 usercpu_time_millis_training 183881.15816100617 usercpu_time_millis_training 177577.21710501937 usercpu_time_millis_training 181742.88475798676 usercpu_time_millis_training 187459.71606098465 wall_clock_time_millis 188687.19696998596 wall_clock_time_millis 184967.63157844543 wall_clock_time_millis 191231.018781662 wall_clock_time_millis 202988.2550239563 wall_clock_time_millis 192953.42254638672 wall_clock_time_millis 181579.1096687317 wall_clock_time_millis 200363.49201202393 wall_clock_time_millis 200676.8443584442 wall_clock_time_millis 191766.39485359192 wall_clock_time_millis 204908.13159942627 wall_clock_time_millis_testing 3483.593225479126 wall_clock_time_millis_testing 3671.6525554656982 wall_clock_time_millis_testing 3490.077018737793 wall_clock_time_millis_testing 3659.871816635132 wall_clock_time_millis_testing 3414.2098426818848 wall_clock_time_millis_testing 4003.009080886841 wall_clock_time_millis_testing 3672.2495555877686 wall_clock_time_millis_testing 3800.055503845215 wall_clock_time_millis_testing 3479.6059131622314 wall_clock_time_millis_testing 3801.940441131592 wall_clock_time_millis_training 185203.60374450684 wall_clock_time_millis_training 181295.97902297974 wall_clock_time_millis_training 187740.9417629242 wall_clock_time_millis_training 199328.38320732117 wall_clock_time_millis_training 189539.21270370483 wall_clock_time_millis_training 177576.10058784485 wall_clock_time_millis_training 196691.24245643616 wall_clock_time_millis_training 196876.788854599 wall_clock_time_millis_training 188286.7889404297 wall_clock_time_millis_training 201106.19115829468