6045383 1 Jan van Rijn 9960 Supervised Classification 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 4080041 axis 0 6947 categorical_features [] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "mean" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 0.07481888505654302 6953 cache_size 200 6953 class_weight null 6953 coef0 0.3405252442324329 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.00012589261500696756 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 1840 6953 shrinking true 6953 tol 0.0011774551767024437 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1497 wall-robot-navigation https://www.openml.org/data/download/1592289/phpVeNa5j -1 13013897 description https://api.openml.org/data/download/13013897/description.xml -1 13013898 predictions https://api.openml.org/data/download/13013898/predictions.arff area_under_roc_curve 0.831467512564194 [0.801006,0.837257,0.960185,0.846972] average_cost 0 f_measure 0.6206832585875032 [0.599192,0.691909,0.582313,0.512465] kappa 0.4388408001694029 kb_relative_information_score 2301.4773547116565 mean_absolute_error 0.22922118044411474 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.6485612674313562 [0.737086,0.594317,0.525799,0.598706] predictive_accuracy 0.6292155425219942 prior_entropy 1.715110055559003 recall 0.6292155425219942 [0.504762,0.827849,0.652439,0.447942] relative_absolute_error 0.6920132244520736 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.3468988754295921 root_relative_squared_error 0.8524496420164741 total_cost 0 area_under_roc_curve 0.8186028739173953 [0.78527,0.821032,0.960364,0.845169] area_under_roc_curve 0.8127450389115826 [0.785451,0.811621,0.947782,0.83484] area_under_roc_curve 0.8129938572027126 [0.780452,0.813875,0.954929,0.840589] area_under_roc_curve 0.8544310200316712 [0.821933,0.868141,0.939335,0.872128] area_under_roc_curve 0.8398515068691325 [0.79954,0.850057,0.956583,0.87447] area_under_roc_curve 0.8216772605979483 [0.800404,0.821088,0.952271,0.82763] area_under_roc_curve 0.8421298707517061 [0.813986,0.845942,0.976669,0.855213] area_under_roc_curve 0.8402960998084126 [0.813684,0.840055,0.982578,0.856908] area_under_roc_curve 0.8458166915754429 [0.820289,0.860105,0.96727,0.829321] area_under_roc_curve 0.8267305686864403 [0.790501,0.840126,0.967093,0.833746] 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 0.5932013061986888 [0.586387,0.665323,0.507042,0.461538] f_measure 0.5986899870475083 [0.569892,0.669323,0.630137,0.482759] f_measure 0.6120992889487464 [0.567493,0.673152,0.675325,0.550725] f_measure 0.6492366177240126 [0.621849,0.72549,0.5,0.588235] f_measure 0.6319722503086473 [0.594595,0.707031,0.513514,0.588235] f_measure 0.6178315012512642 [0.608,0.687243,0.581395,0.482759] f_measure 0.6192220865506093 [0.592391,0.691057,0.632911,0.503311] f_measure 0.6212807573323913 [0.612565,0.678862,0.730159,0.457516] f_measure 0.6477340008119472 [0.648794,0.712598,0.5,0.539007] f_measure 0.6155718822356966 [0.589812,0.70751,0.555556,0.47482] kappa 0.39339207721984104 kappa 0.40669953640467343 kappa 0.42847270565399215 kappa 0.48401801100672637 kappa 0.45384395541583317 kappa 0.43799237802581836 kappa 0.4415109769456378 kappa 0.43407759789252925 kappa 0.4744266449173887 kappa 0.433799558851376 kb_relative_information_score 221.68784603278152 kb_relative_information_score 218.68842255344018 kb_relative_information_score 227.08522941092852 kb_relative_information_score 238.36835487749207 kb_relative_information_score 238.34061900204583 kb_relative_information_score 218.77468858140284 kb_relative_information_score 237.3423021690802 kb_relative_information_score 236.15442134571632 kb_relative_information_score 237.0067444553585 kb_relative_information_score 228.02872628340498 mean_absolute_error 0.2344730941643888 mean_absolute_error 0.2353708410679027 mean_absolute_error 0.2300925621534288 mean_absolute_error 0.2241268620351084 mean_absolute_error 0.22327626875321394 mean_absolute_error 0.23767298049644656 mean_absolute_error 0.2248121381133219 mean_absolute_error 0.2252627134296847 mean_absolute_error 0.22397708540948535 mean_absolute_error 0.2331294872108202 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.3311205766710351 mean_prior_absolute_error 0.3311024296804111 mean_prior_absolute_error 0.3311861074705109 mean_prior_absolute_error 0.3311861074705109 number_of_instances 546 [221,210,33,82] number_of_instances 546 [221,210,33,82] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 545 [220,210,32,83] number_of_instances 545 [221,209,32,83] number_of_instances 545 [221,209,33,82] number_of_instances 545 [221,209,33,82] precision 0.6133428777906632 [0.695652,0.576923,0.473684,0.540984] precision 0.6236108904971738 [0.701987,0.575342,0.575,0.555556] precision 0.6498417068761199 [0.72028,0.569079,0.590909,0.690909] precision 0.6892602330959594 [0.810219,0.616667,0.461538,0.642857] precision 0.66873343012169 [0.733333,0.599338,0.463415,0.754717] precision 0.6433929403841284 [0.735484,0.605072,0.471698,0.564516] precision 0.6459200022840352 [0.736486,0.602837,0.531915,0.558824] precision 0.6406909640971605 [0.726708,0.590106,0.741935,0.5] precision 0.6812626733548296 [0.796053,0.605351,0.485714,0.644068] precision 0.642741164445655 [0.723684,0.602694,0.512821,0.578947] predictive_accuracy 0.6007326007326007 predictive_accuracy 0.608058608058608 predictive_accuracy 0.6227106227106227 predictive_accuracy 0.6575091575091575 predictive_accuracy 0.641025641025641 predictive_accuracy 0.6245421245421245 predictive_accuracy 0.6275229357798165 predictive_accuracy 0.6275229357798165 predictive_accuracy 0.6550458715596331 predictive_accuracy 0.6275229357798165 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 prior_entropy 1.715110055559003 recall 0.6007326007326007 [0.506787,0.785714,0.545455,0.402439] recall 0.608058608058608 [0.479638,0.8,0.69697,0.426829] recall 0.6227106227106227 [0.468182,0.82381,0.787879,0.457831] recall 0.6575091575091575 [0.504545,0.880952,0.545455,0.542169] recall 0.6410256410256411 [0.5,0.861905,0.575758,0.481928] recall 0.6245421245421245 [0.518182,0.795238,0.757576,0.421687] recall 0.6275229357798165 [0.495455,0.809524,0.78125,0.457831] recall 0.6275229357798165 [0.529412,0.799043,0.71875,0.421687] recall 0.655045871559633 [0.547511,0.866029,0.515152,0.463415] recall 0.6275229357798165 [0.497738,0.856459,0.606061,0.402439] relative_absolute_error 0.7080711385775806 relative_absolute_error 0.7107821902417001 relative_absolute_error 0.6943576631085285 relative_absolute_error 0.6763547795985388 relative_absolute_error 0.6737879171239569 relative_absolute_error 0.7172333333030871 relative_absolute_error 0.6789434240949346 relative_absolute_error 0.6803414690949695 relative_absolute_error 0.6762876834422424 relative_absolute_error 0.7039229060403092 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.4067990554858411 root_mean_prior_squared_error 0.40677675026179705 root_mean_prior_squared_error 0.4068795919478491 root_mean_prior_squared_error 0.4068795919478491 root_mean_squared_error 0.3523796653472377 root_mean_squared_error 0.3575775433537172 root_mean_squared_error 0.35167851210721207 root_mean_squared_error 0.3391675776261404 root_mean_squared_error 0.344459677116479 root_mean_squared_error 0.3533710370492761 root_mean_squared_error 0.34012942003372165 root_mean_squared_error 0.3416401225876981 root_mean_squared_error 0.33857539437546025 root_mean_squared_error 0.3493672052174844 root_relative_squared_error 0.8661656131894777 root_relative_squared_error 0.8789422391798848 root_relative_squared_error 0.8638387807250629 root_relative_squared_error 0.8331077863202487 root_relative_squared_error 0.8461069335920507 root_relative_squared_error 0.8679961819650158 root_relative_squared_error 0.8361116267281011 root_relative_squared_error 0.8398713111499668 root_relative_squared_error 0.8321267546366797 root_relative_squared_error 0.858650107136029 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 9722.682559000532 usercpu_time_millis 9697.464028000468 usercpu_time_millis 9476.168588000291 usercpu_time_millis 9639.958283998567 usercpu_time_millis 9827.315165999607 usercpu_time_millis 9575.134591001188 usercpu_time_millis 9472.3450649999 usercpu_time_millis 9537.481019999177 usercpu_time_millis 9455.101857000045 usercpu_time_millis 9638.228064999566 usercpu_time_millis_testing 266.46571600031166 usercpu_time_millis_testing 266.5052350002952 usercpu_time_millis_testing 270.85251700009394 usercpu_time_millis_testing 265.7274979992508 usercpu_time_millis_testing 266.5654219999851 usercpu_time_millis_testing 265.9743470012472 usercpu_time_millis_testing 265.19074999851 usercpu_time_millis_testing 268.32888799981447 usercpu_time_millis_testing 264.82051399943884 usercpu_time_millis_testing 265.0336589995277 usercpu_time_millis_training 9456.21684300022 usercpu_time_millis_training 9430.958793000173 usercpu_time_millis_training 9205.316071000198 usercpu_time_millis_training 9374.230785999316 usercpu_time_millis_training 9560.749743999622 usercpu_time_millis_training 9309.16024399994 usercpu_time_millis_training 9207.15431500139 usercpu_time_millis_training 9269.152131999363 usercpu_time_millis_training 9190.281343000606 usercpu_time_millis_training 9373.194406000039