10414355 1 Jan van Rijn 3917 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8252099 C 2153.7435858743875 16360 cache_size 200 16360 class_weight null 16360 coef0 -0.9977829756725691 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.3373429905847383 16360 kernel "sigmoid" 16360 max_iter -1 16360 probability false 16360 random_state 29020 16360 shrinking true 16360 tol 0.003973205278833895 16360 verbose false 16360 openml-python Sklearn_0.21.2. 1067 kc1 https://www.openml.org/data/download/53950/kc1.arff -1 21750519 description https://api.openml.org/data/download/21750519/description.xml -1 21750520 predictions https://api.openml.org/data/download/21750520/predictions.arff area_under_roc_curve 0.41725705280615494 [0.417257,0.417257] average_cost 0 f_measure 0.6977898594520554 [0.824219,0.006309] kappa -0.16930537098803988 kb_relative_information_score -0.41064694860059164 mean_absolute_error 0.29871977240398295 mean_prior_absolute_error 0.26159009491926827 number_of_instances 2109 [1783,326] precision 0.6943362181680076 [0.8201,0.006494] predictive_accuracy 0.701280227596017 prior_entropy 0.621173932730625 recall 0.701280227596017 [0.828379,0.006135] relative_absolute_error 1.1419383921863464 root_mean_prior_squared_error 0.3614998070648351 root_mean_squared_error 0.5465526254661878 root_relative_squared_error 1.5119029520482246 total_cost 0 area_under_roc_curve 0.40782122905027934 [0.407821,0.407821] area_under_roc_curve 0.42458100558659223 [0.424581,0.424581] area_under_roc_curve 0.4162011173184358 [0.416201,0.416201] area_under_roc_curve 0.422454885938032 [0.422455,0.422455] area_under_roc_curve 0.422454885938032 [0.422455,0.422455] area_under_roc_curve 0.4297752808988764 [0.429775,0.429775] area_under_roc_curve 0.4213483146067416 [0.421348,0.421348] area_under_roc_curve 0.4157303370786517 [0.41573,0.41573] area_under_roc_curve 0.40730337078651685 [0.407303,0.407303] area_under_roc_curve 0.4044943820224719 [0.404494,0.404494] 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 0.6938813440067969 [0.817927,0] f_measure 0.7104565691381719 [0.837466,0] f_measure 0.7022380200105319 [0.827778,0] f_measure 0.693808176924602 [0.816901,0.029851] f_measure 0.693808176924602 [0.816901,0.029851] f_measure 0.7091818134472162 [0.840659,0] f_measure 0.7010542069816597 [0.831025,0] f_measure 0.6955603374301972 [0.824513,0] f_measure 0.6872037914691943 [0.814607,0] f_measure 0.689588377723971 [0.813559,0] kappa -0.18202189089028675 kappa -0.16117899449678189 kappa -0.17201218419638087 kappa -0.15319936096863684 kappa -0.15319936096863684 kappa -0.15583679637325243 kappa -0.16764946021954066 kappa -0.17501988862370696 kappa -0.18539325842696652 kappa -0.18623758986648414 kb_relative_information_score -0.47165476945802665 kb_relative_information_score -0.33580971381574615 kb_relative_information_score -0.4037322416368854 kb_relative_information_score -0.4443668690222403 kb_relative_information_score -0.44436686902224026 kb_relative_information_score -0.2888196677429205 kb_relative_information_score -0.3554827540054859 kb_relative_information_score -0.3999248115138623 kb_relative_information_score -0.46658789777642773 kb_relative_information_score -0.4971013331012359 mean_absolute_error 0.3080568720379147 mean_absolute_error 0.2796208530805687 mean_absolute_error 0.2938388625592417 mean_absolute_error 0.3080568720379147 mean_absolute_error 0.3080568720379147 mean_absolute_error 0.27488151658767773 mean_absolute_error 0.2890995260663507 mean_absolute_error 0.2985781990521327 mean_absolute_error 0.3127962085308057 mean_absolute_error 0.3142857142857143 mean_prior_absolute_error 0.25957689466819106 mean_prior_absolute_error 0.25957689466819106 mean_prior_absolute_error 0.25957689466819106 mean_prior_absolute_error 0.26284795732576666 mean_prior_absolute_error 0.26284795732576666 mean_prior_absolute_error 0.26284795732576666 mean_prior_absolute_error 0.26284795732576666 mean_prior_absolute_error 0.26284795732576666 mean_prior_absolute_error 0.26284795732576666 mean_prior_absolute_error 0.2600753423112502 number_of_instances 211 [179,32] number_of_instances 211 [179,32] number_of_instances 211 [179,32] number_of_instances 211 [178,33] number_of_instances 211 [178,33] number_of_instances 211 [178,33] number_of_instances 211 [178,33] number_of_instances 211 [178,33] number_of_instances 211 [178,33] number_of_instances 210 [178,32] precision 0.6958304489056926 [0.820225,0] precision 0.7008036266227077 [0.826087,0] precision 0.6983582519441753 [0.823204,0] precision 0.6956862430087305 [0.819209,0.029412] precision 0.6956862430087305 [0.819209,0.029412] precision 0.6939305916526526 [0.822581,0] precision 0.6914769637168829 [0.819672,0] precision 0.6897960252415491 [0.81768,0] precision 0.6872037914691943 [0.814607,0] precision 0.6935064935064936 [0.818182,0] predictive_accuracy 0.6919431279620853 predictive_accuracy 0.7203791469194313 predictive_accuracy 0.7061611374407584 predictive_accuracy 0.6919431279620853 predictive_accuracy 0.6919431279620853 predictive_accuracy 0.7251184834123222 predictive_accuracy 0.7109004739336493 predictive_accuracy 0.7014218009478672 predictive_accuracy 0.6872037914691943 predictive_accuracy 0.6857142857142857 prior_entropy 0.6140341785051022 prior_entropy 0.6140341785051022 prior_entropy 0.6140341785051022 prior_entropy 0.6256349039762976 prior_entropy 0.6256349039762976 prior_entropy 0.6256349039762976 prior_entropy 0.6256349039762976 prior_entropy 0.6256349039762976 prior_entropy 0.6256349039762976 prior_entropy 0.615801908100713 recall 0.6919431279620853 [0.815642,0] recall 0.7203791469194313 [0.849162,0] recall 0.7061611374407583 [0.832402,0] recall 0.6919431279620853 [0.814607,0.030303] recall 0.6919431279620853 [0.814607,0.030303] recall 0.7251184834123223 [0.859551,0] recall 0.7109004739336493 [0.842697,0] recall 0.7014218009478673 [0.831461,0] recall 0.6872037914691943 [0.814607,0] recall 0.6857142857142857 [0.808989,0] relative_absolute_error 1.1867653799915208 relative_absolute_error 1.0772178064538418 relative_absolute_error 1.1319915932226812 relative_absolute_error 1.1719964468132327 relative_absolute_error 1.1719964468132327 relative_absolute_error 1.0457814448487306 relative_absolute_error 1.0998735885478028 relative_absolute_error 1.1359350176805176 relative_absolute_error 1.19002716137959 relative_absolute_error 1.208441029021455 root_mean_prior_squared_error 0.35870448876036387 root_mean_prior_squared_error 0.35870448876036387 root_mean_prior_squared_error 0.35870448876036387 root_mean_prior_squared_error 0.363235423540174 root_mean_prior_squared_error 0.363235423540174 root_mean_prior_squared_error 0.363235423540174 root_mean_prior_squared_error 0.363235423540174 root_mean_prior_squared_error 0.363235423540174 root_mean_prior_squared_error 0.363235423540174 root_mean_prior_squared_error 0.3593986058680433 root_mean_squared_error 0.5550287128049455 root_mean_squared_error 0.5287918806870703 root_mean_squared_error 0.5420690570021883 root_mean_squared_error 0.5550287128049455 root_mean_squared_error 0.5550287128049455 root_mean_squared_error 0.5242914424131656 root_mean_squared_error 0.5376797616298671 root_mean_squared_error 0.5464230952770323 root_mean_squared_error 0.5592818685875716 root_mean_squared_error 0.560611910581388 root_relative_squared_error 1.5473146564824227 root_relative_squared_error 1.4741713506694782 root_relative_squared_error 1.5111855970230779 root_relative_squared_error 1.5280137256314676 root_relative_squared_error 1.5280137256314676 root_relative_squared_error 1.4433929304121924 root_relative_squared_error 1.4802514479163935 root_relative_squared_error 1.504322155453535 root_relative_squared_error 1.539722814302319 root_relative_squared_error 1.5598611163984932 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 49.91448899977513 usercpu_time_millis 50.07886399994277 usercpu_time_millis 50.23556199989798 usercpu_time_millis 49.826041999949666 usercpu_time_millis 50.238226000146824 usercpu_time_millis 49.85956600012287 usercpu_time_millis 49.77603600013936 usercpu_time_millis 49.747142999876814 usercpu_time_millis 49.85610900030224 usercpu_time_millis 50.227877999759585 usercpu_time_millis_testing 4.739286999893011 usercpu_time_millis_testing 4.76378600001226 usercpu_time_millis_testing 4.840693999994983 usercpu_time_millis_testing 4.781492999882175 usercpu_time_millis_testing 4.694657000072766 usercpu_time_millis_testing 4.671420000022408 usercpu_time_millis_testing 4.6410219999870606 usercpu_time_millis_testing 4.780174999950759 usercpu_time_millis_testing 4.7362950001570425 usercpu_time_millis_testing 4.715952999958972 usercpu_time_millis_training 45.17520199988212 usercpu_time_millis_training 45.31507799993051 usercpu_time_millis_training 45.394867999903 usercpu_time_millis_training 45.04454900006749 usercpu_time_millis_training 45.54356900007406 usercpu_time_millis_training 45.18814600010046 usercpu_time_millis_training 45.135014000152296 usercpu_time_millis_training 44.966967999926055 usercpu_time_millis_training 45.1198140001452 usercpu_time_millis_training 45.51192499980061 wall_clock_time_millis 49.916982650756836 wall_clock_time_millis 50.081491470336914 wall_clock_time_millis 50.24528503417969 wall_clock_time_millis 49.82900619506836 wall_clock_time_millis 50.24123191833496 wall_clock_time_millis 49.86238479614258 wall_clock_time_millis 49.77846145629883 wall_clock_time_millis 49.750566482543945 wall_clock_time_millis 49.859046936035156 wall_clock_time_millis 50.23050308227539 wall_clock_time_millis_testing 4.741430282592773 wall_clock_time_millis_testing 4.765748977661133 wall_clock_time_millis_testing 4.843235015869141 wall_clock_time_millis_testing 4.783868789672852 wall_clock_time_millis_testing 4.696846008300781 wall_clock_time_millis_testing 4.673480987548828 wall_clock_time_millis_testing 4.642963409423828 wall_clock_time_millis_testing 4.782438278198242 wall_clock_time_millis_testing 4.738569259643555 wall_clock_time_millis_testing 4.718303680419922 wall_clock_time_millis_training 45.17555236816406 wall_clock_time_millis_training 45.31574249267578 wall_clock_time_millis_training 45.40205001831055 wall_clock_time_millis_training 45.04513740539551 wall_clock_time_millis_training 45.54438591003418 wall_clock_time_millis_training 45.18890380859375 wall_clock_time_millis_training 45.135498046875 wall_clock_time_millis_training 44.9681282043457 wall_clock_time_millis_training 45.1204776763916 wall_clock_time_millis_training 45.51219940185547