10413969 1 Jan van Rijn 11 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8251713 C 21.511795268601457 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.10650620569705858 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 12290 16360 shrinking true 16360 tol 0.005970380512908148 16360 verbose false 16360 openml-python Sklearn_0.21.2. 11 balance-scale https://www.openml.org/data/download/11/dataset_11_balance-scale.arff -1 21749747 description https://api.openml.org/data/download/21749747/description.xml -1 21749748 predictions https://api.openml.org/data/download/21749748/predictions.arff area_under_roc_curve 0.9794500082426639 [0.983901,0.950503,0.979924] average_cost 0 f_measure 0.971745101214575 [0.982639,0.865385,0.978947] kappa 0.9497251642311301 kb_relative_information_score 0.9475496353780442 mean_absolute_error 0.019199999999999995 mean_prior_absolute_error 0.3797639065817382 number_of_instances 625 [288,49,288] precision 0.97284332688588 [0.982639,0.818182,0.989362] predictive_accuracy 0.9712000000000001 prior_entropy 1.3181309146206528 recall 0.9712 [0.982639,0.918367,0.96875] relative_absolute_error 0.05055772722800211 root_mean_prior_squared_error 0.4355771591352158 root_mean_squared_error 0.13856406460551016 root_relative_squared_error 0.3181160024107138 total_cost 0 area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9913793103448275 [1,0.991379,0.982759] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9741379310344828 [0.982759,0.974138,0.965517] area_under_roc_curve 0.9766734279918864 [0.968053,0.891379,1] area_under_roc_curve 0.9848484848484849 [0.984848,1,0.982759] area_under_roc_curve 0.9295665634674922 [0.948276,0.773684,0.938025] area_under_roc_curve 0.9760765550239234 [0.984848,0.991228,0.964286] area_under_roc_curve 0.9765221878224974 [0.985294,0.991228,0.965517] area_under_roc_curve 0.9852941176470589 [0.985294,0.9,1] 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 1 [1,1,1] f_measure 0.9847092478671426 [1,0.909091,0.982456] f_measure 1 [1,1,1] f_measure 0.9571693274700793 [0.982456,0.769231,0.964286] f_measure 0.9682539682539683 [0.965517,0.8,1] f_measure 0.983866171716881 [0.983051,1,0.982456] f_measure 0.9066841945596117 [0.945455,0.545455,0.931034] f_measure 0.9680143884627208 [0.983051,0.909091,0.962963] f_measure 0.9680405191865294 [0.982456,0.909091,0.964286] f_measure 0.9831163931333711 [0.982456,0.888889,1] kappa 1 kappa 0.9724409448818895 kappa 1 kappa 0.9190231362467866 kappa 0.9442970822281167 kappa 0.9711090400745573 kappa 0.8324324324324324 kappa 0.9440433212996391 kappa 0.9441189725101398 kappa 0.9714417319207739 kb_relative_information_score 1 kb_relative_information_score 0.9758501484186817 kb_relative_information_score 1 kb_relative_information_score 0.9275504452560456 kb_relative_information_score 0.9305300196542966 kb_relative_information_score 0.974741781961304 kb_relative_information_score 0.8102059938302507 kb_relative_information_score 0.9510413874317125 kb_relative_information_score 0.9510413874317125 kb_relative_information_score 0.9540616094834128 mean_absolute_error 0 mean_absolute_error 0.010582010582010581 mean_absolute_error 0 mean_absolute_error 0.031746031746031744 mean_absolute_error 0.021164021164021163 mean_absolute_error 0.01075268817204301 mean_absolute_error 0.06451612903225806 mean_absolute_error 0.02150537634408602 mean_absolute_error 0.02150537634408602 mean_absolute_error 0.01075268817204301 mean_prior_absolute_error 0.3800087621743677 mean_prior_absolute_error 0.3800087621743677 mean_prior_absolute_error 0.3800087621743677 mean_prior_absolute_error 0.3800087621743677 mean_prior_absolute_error 0.3800087621743677 mean_prior_absolute_error 0.376241353331964 mean_prior_absolute_error 0.38033353879871284 mean_prior_absolute_error 0.38033353879871284 mean_prior_absolute_error 0.38033353879871284 mean_prior_absolute_error 0.38033353879871284 number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 62 [29,4,29] number_of_instances 62 [29,5,28] number_of_instances 62 [29,5,28] number_of_instances 62 [28,5,29] number_of_instances 62 [28,5,29] precision 1 [1,1,1] precision 0.9867724867724867 [1,0.833333,1] precision 1 [1,1,1] precision 0.9702380952380952 [1,0.625,1] precision 0.9682539682539683 [0.965517,0.8,1] precision 0.9844086021505376 [0.966667,1,1] precision 0.9145161290322581 [1,0.5,0.9] precision 0.970967741935484 [0.966667,0.833333,1] precision 0.9709862810530219 [0.965517,0.833333,1] precision 0.9844271412680756 [0.965517,1,1] predictive_accuracy 1 predictive_accuracy 0.9841269841269842 predictive_accuracy 1 predictive_accuracy 0.9523809523809524 predictive_accuracy 0.9682539682539683 predictive_accuracy 0.9838709677419355 predictive_accuracy 0.903225806451613 predictive_accuracy 0.967741935483871 predictive_accuracy 0.967741935483871 predictive_accuracy 0.9838709677419355 prior_entropy 1.3205735975596746 prior_entropy 1.3205735975596746 prior_entropy 1.3205735975596746 prior_entropy 1.3205735975596746 prior_entropy 1.3205735975596746 prior_entropy 1.2829898723732678 prior_entropy 1.3238135738688475 prior_entropy 1.3238135738688475 prior_entropy 1.3238135738688475 prior_entropy 1.3238135738688475 recall 1 [1,1,1] recall 0.9841269841269841 [1,1,0.965517] recall 1 [1,1,1] recall 0.9523809523809523 [0.965517,1,0.931034] recall 0.9682539682539683 [0.965517,0.8,1] recall 0.9838709677419355 [1,1,0.965517] recall 0.9032258064516129 [0.896552,0.6,0.964286] recall 0.967741935483871 [1,1,0.928571] recall 0.967741935483871 [1,1,0.931034] recall 0.9838709677419355 [1,0.8,1] relative_absolute_error 0 relative_absolute_error 0.0278467541681447 relative_absolute_error 0 relative_absolute_error 0.0835402625044341 relative_absolute_error 0.0556935083362894 relative_absolute_error 0.028579229999089798 relative_absolute_error 0.16963039661459486 relative_absolute_error 0.056543465538198286 relative_absolute_error 0.056543465538198286 relative_absolute_error 0.028271732769099143 root_mean_prior_squared_error 0.43585813879395785 root_mean_prior_squared_error 0.43585813879395785 root_mean_prior_squared_error 0.43585813879395785 root_mean_prior_squared_error 0.43585813879395785 root_mean_prior_squared_error 0.43585813879395785 root_mean_prior_squared_error 0.4315146675497014 root_mean_prior_squared_error 0.43623055117366344 root_mean_prior_squared_error 0.43623055117366344 root_mean_prior_squared_error 0.43623055117366344 root_mean_prior_squared_error 0.43623055117366344 root_mean_squared_error 0 root_mean_squared_error 0.10286889997472794 root_mean_squared_error 0 root_mean_squared_error 0.1781741612749496 root_mean_squared_error 0.14547859349066158 root_mean_squared_error 0.10369516947304253 root_mean_squared_error 0.254000254000381 root_mean_squared_error 0.14664711502135327 root_mean_squared_error 0.14664711502135327 root_mean_squared_error 0.10369516947304253 root_relative_squared_error 0 root_relative_squared_error 0.23601463599916145 root_relative_squared_error 0 root_relative_squared_error 0.4087893408804221 root_relative_squared_error 0.3337750991485634 root_relative_squared_error 0.24030508641076267 root_relative_squared_error 0.5822614975429895 root_relative_squared_error 0.3361688323451996 root_relative_squared_error 0.3361688323451996 root_relative_squared_error 0.23770726097485423 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 8.480947999942146 usercpu_time_millis 8.64549999994324 usercpu_time_millis 8.73472299997502 usercpu_time_millis 8.242934000008972 usercpu_time_millis 8.73581500002274 usercpu_time_millis 9.274409999989075 usercpu_time_millis 9.193760000016482 usercpu_time_millis 8.03533399994194 usercpu_time_millis 8.253293000052508 usercpu_time_millis 8.425371999919662 usercpu_time_millis_testing 0.5428099999562619 usercpu_time_millis_testing 0.5467889999408726 usercpu_time_millis_testing 0.49144199999773264 usercpu_time_millis_testing 0.47200599999541737 usercpu_time_millis_testing 0.5013630000121339 usercpu_time_millis_testing 0.4730709999876126 usercpu_time_millis_testing 0.4973439999957918 usercpu_time_millis_testing 0.4924259999370406 usercpu_time_millis_testing 0.48937899998691137 usercpu_time_millis_testing 0.48156899993045954 usercpu_time_millis_training 7.938137999985884 usercpu_time_millis_training 8.098711000002368 usercpu_time_millis_training 8.243280999977287 usercpu_time_millis_training 7.770928000013555 usercpu_time_millis_training 8.234452000010606 usercpu_time_millis_training 8.801339000001462 usercpu_time_millis_training 8.69641600002069 usercpu_time_millis_training 7.5429080000049 usercpu_time_millis_training 7.763914000065597 usercpu_time_millis_training 7.943802999989202 wall_clock_time_millis 8.489847183227539 wall_clock_time_millis 8.65483283996582 wall_clock_time_millis 8.743047714233398 wall_clock_time_millis 8.250236511230469 wall_clock_time_millis 8.743047714233398 wall_clock_time_millis 9.283304214477539 wall_clock_time_millis 9.200811386108398 wall_clock_time_millis 8.044242858886719 wall_clock_time_millis 8.26263427734375 wall_clock_time_millis 8.433341979980469 wall_clock_time_millis_testing 0.545501708984375 wall_clock_time_millis_testing 0.5497932434082031 wall_clock_time_millis_testing 0.49424171447753906 wall_clock_time_millis_testing 0.4749298095703125 wall_clock_time_millis_testing 0.5042552947998047 wall_clock_time_millis_testing 0.4763603210449219 wall_clock_time_millis_testing 0.49996376037597656 wall_clock_time_millis_testing 0.4954338073730469 wall_clock_time_millis_testing 0.4925727844238281 wall_clock_time_millis_testing 0.4839897155761719 wall_clock_time_millis_training 7.944345474243164 wall_clock_time_millis_training 8.105039596557617 wall_clock_time_millis_training 8.24880599975586 wall_clock_time_millis_training 7.775306701660156 wall_clock_time_millis_training 8.238792419433594 wall_clock_time_millis_training 8.806943893432617 wall_clock_time_millis_training 8.700847625732422 wall_clock_time_millis_training 7.548809051513672 wall_clock_time_millis_training 7.770061492919922 wall_clock_time_millis_training 7.949352264404297