10414141 1 Jan van Rijn 3481 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8251885 C 0.06402739084818286 16360 cache_size 200 16360 class_weight null 16360 coef0 0.9266827242262687 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.7868419420275611 16360 kernel "sigmoid" 16360 max_iter -1 16360 probability false 16360 random_state 56337 16360 shrinking false 16360 tol 0.0002174024794011778 16360 verbose false 16360 openml-python Sklearn_0.21.2. 300 isolet https://www.openml.org/data/download/52405/phpB0xrNj -1 21750091 description https://api.openml.org/data/download/21750091/description.xml -1 21750092 predictions https://api.openml.org/data/download/21750092/predictions.arff area_under_roc_curve 0.4977991196478592 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.492596,0.499733,0.483958,0.5,0.499733,0.5,0.495634,0.49044,0.5,0.5012,0.505116,0.474388] average_cost 0 kappa -0.0044017607042817165 kb_relative_information_score 0.022614357009278004 mean_absolute_error 0.07428892769409112 mean_prior_absolute_error 0.07396449117237175 number_of_instances 7797 [300,300,300,300,300,298,300,300,300,300,300,300,299,300,300,300,300,300,300,300,300,300,300,300,300,300] predictive_accuracy 0.034243939976914196 prior_entropy 4.700438279892712 recall 0.034243939976914196 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.003333,0,0.176667,0,0,0,0.486667,0.113333,0,0.003333,0.096667,0.01] relative_absolute_error 1.0043863821217032 root_mean_prior_squared_error 0.19230768465256318 root_mean_squared_error 0.27255995247668197 root_relative_squared_error 1.4173118092972117 total_cost 0 area_under_roc_curve 0.4993333333333333 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.411333,0.5,0.456,0.5,0.5,0.5,0.632,0.485333,0.5,0.5,0.498,0.5] area_under_roc_curve 0.49999999999999994 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.499333,0.5,0.5,0.5,0.511333,0.490667,0.5,0.5,0.498667,0.5] area_under_roc_curve 0.4986666666666667 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.499333,0.5,0.454,0.5,0.5,0.5,0.542,0.476667,0.5,0.5,0.493333,0.5] area_under_roc_curve 0.4993333333333333 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.456667,0.5,0.5,0.5,0.531333,0.48,0.5,0.498,0.516667,0.5] area_under_roc_curve 0.4986666666666667 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.486667,0.466667,0.5,0.516667,0.495333,0.5] area_under_roc_curve 0.49666666666666665 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.499333,0.499333,0.489333,0.5,0.5,0.5,0.429333,0.497333,0.5,0.5,0.498667,0.5] area_under_roc_curve 0.5000000000000001 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.498667,0.550667,0.5,0.5,0.5,0.466,0.485333,0.5,0.5,0.499333,0.5] area_under_roc_curve 0.4853137516688918 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.516667,0.5,0.453271,0.5,0.5,0.5,0.409168,0.496618,0.5,0.5,0.499332,0.243591] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.499332,0.5,0.5,0.5,0.463907,0.482644,0.5,0.498665,0.555452,0.5] area_under_roc_curve 0.5000000000000001 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.499332,0.499332,0.481308,0.5,0.49733,0.5,0.485314,0.542724,0.5,0.498665,0.495995,0.5] 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 kappa -0.0013333333333333357 kappa 0 kappa -0.0026666666666666713 kappa -0.0013333333333333357 kappa -0.0026666666666666713 kappa -0.006666666666666671 kappa 0 kappa -0.02937249666221629 kappa 0 kappa 0 kb_relative_information_score 0.025584920110567014 kb_relative_information_score 0.026882259396313682 kb_relative_information_score 0.024287580824820347 kb_relative_information_score 0.025584920110567056 kb_relative_information_score 0.024287580824820368 kb_relative_information_score 0.02039556296758023 kb_relative_information_score 0.026882259396313564 kb_relative_information_score -0.0016459300073164902 kb_relative_information_score 0.02693218907529766 kb_relative_information_score 0.026932189075297274 mean_absolute_error 0.07406311637080996 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.07416173570019853 mean_absolute_error 0.07406311637080996 mean_absolute_error 0.07416173570019853 mean_absolute_error 0.07445759368836422 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.07613310950923412 mean_absolute_error 0.07396069912116253 mean_absolute_error 0.07396069912116253 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396448587535052 mean_prior_absolute_error 0.07396447325283656 mean_prior_absolute_error 0.07396447325283656 number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,30,30,30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] predictive_accuracy 0.03717948717948718 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.0358974358974359 predictive_accuracy 0.03717948717948718 predictive_accuracy 0.0358974358974359 predictive_accuracy 0.032051282051282055 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.010269576379974325 predictive_accuracy 0.038510911424903725 predictive_accuracy 0.038510911424903725 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700435698259304 prior_entropy 4.700429514669705 prior_entropy 4.700429514669705 recall 0.03717948717948718 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.966667,0,0,0,0,0] recall 0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0] recall 0.035897435897435895 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.933333,0,0,0,0,0] recall 0.03717948717948718 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.933333,0,0,0,0.033333,0] recall 0.035897435897435895 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.9,0,0,0.033333,0,0] recall 0.03205128205128205 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0,0,0,0.033333,0,0,0,0] recall 0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.966667,0,0,0,0,0.033333,0,0,0,0] recall 0.010269576379974325 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.033333,0,0,0,0,0,0.066667,0.066667,0,0,0,0.1] recall 0.038510911424903725 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.066667,0,0,0,0.933333,0] recall 0.038510911424903725 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0] relative_absolute_error 1.0013333333333447 relative_absolute_error 1.0000000000000113 relative_absolute_error 1.002666666666678 relative_absolute_error 1.0013333333333447 relative_absolute_error 1.002666666666678 relative_absolute_error 1.0066666666666781 relative_absolute_error 1.0000000000000113 relative_absolute_error 1.0293197959563767 relative_absolute_error 0.9999489737233559 relative_absolute_error 0.9999489737233559 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230767088031558 root_mean_prior_squared_error 0.19230763806177284 root_mean_prior_squared_error 0.19230763806177284 root_mean_squared_error 0.27214539564506685 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.2723265240482435 root_mean_squared_error 0.27214539564506685 root_mean_squared_error 0.2723265240482435 root_mean_squared_error 0.2728691878691404 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.27592228889532305 root_mean_squared_error 0.2719571641291373 root_mean_squared_error 0.2719571641291373 root_relative_squared_error 1.415156001394956 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.4160978690542305 root_relative_squared_error 1.415156001394956 root_relative_squared_error 1.4160978690542305 root_relative_squared_error 1.4189197208113102 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.4347960621240419 root_relative_squared_error 1.4141776523810226 root_relative_squared_error 1.4141776523810226 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 88473.16254599999 usercpu_time_millis 88748.166462 usercpu_time_millis 88659.58168600002 usercpu_time_millis 88652.63942699999 usercpu_time_millis 88439.03480399995 usercpu_time_millis 88432.791577 usercpu_time_millis 88499.9181920001 usercpu_time_millis 88577.41593399999 usercpu_time_millis 88652.541531 usercpu_time_millis 88690.54572499999 usercpu_time_millis_testing 5176.458023999999 usercpu_time_millis_testing 5335.572589999998 usercpu_time_millis_testing 5218.473095000036 usercpu_time_millis_testing 5208.261640999979 usercpu_time_millis_testing 5152.459313999998 usercpu_time_millis_testing 5146.3544969999475 usercpu_time_millis_testing 5153.457943000035 usercpu_time_millis_testing 5191.984600999945 usercpu_time_millis_testing 5221.390997999947 usercpu_time_millis_testing 5219.957482000041 usercpu_time_millis_training 83296.704522 usercpu_time_millis_training 83412.593872 usercpu_time_millis_training 83441.10859099998 usercpu_time_millis_training 83444.37778600001 usercpu_time_millis_training 83286.57548999996 usercpu_time_millis_training 83286.43708000005 usercpu_time_millis_training 83346.46024900007 usercpu_time_millis_training 83385.43133300004 usercpu_time_millis_training 83431.15053300005 usercpu_time_millis_training 83470.58824299995 wall_clock_time_millis 88481.12082481384 wall_clock_time_millis 88755.05065917969 wall_clock_time_millis 88662.16135025024 wall_clock_time_millis 88666.46313667297 wall_clock_time_millis 88441.63203239441 wall_clock_time_millis 88435.31680107117 wall_clock_time_millis 88502.57158279419 wall_clock_time_millis 88594.92897987366 wall_clock_time_millis 88655.06958961487 wall_clock_time_millis 88693.1095123291 wall_clock_time_millis_testing 5176.627397537231 wall_clock_time_millis_testing 5335.7720375061035 wall_clock_time_millis_testing 5218.641042709351 wall_clock_time_millis_testing 5208.435297012329 wall_clock_time_millis_testing 5152.665853500366 wall_clock_time_millis_testing 5146.547794342041 wall_clock_time_millis_testing 5153.651714324951 wall_clock_time_millis_testing 5192.173480987549 wall_clock_time_millis_testing 5221.585512161255 wall_clock_time_millis_testing 5220.139265060425 wall_clock_time_millis_training 83304.49342727661 wall_clock_time_millis_training 83419.27862167358 wall_clock_time_millis_training 83443.5203075409 wall_clock_time_millis_training 83458.02783966064 wall_clock_time_millis_training 83288.96617889404 wall_clock_time_millis_training 83288.76900672913 wall_clock_time_millis_training 83348.91986846924 wall_clock_time_millis_training 83402.75549888611 wall_clock_time_millis_training 83433.48407745361 wall_clock_time_millis_training 83472.97024726868