10415196 1 Jan van Rijn 2074 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8252939 C 505.8614744886833 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.3312794632355816 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 52922 16360 shrinking true 16360 tol 6.758476764520093e-05 16360 verbose false 16360 openml-python Sklearn_0.21.2. 182 satimage https://www.openml.org/data/download/3619/dataset_186_satimage.arff -1 21752201 description https://api.openml.org/data/download/21752201/description.xml -1 21752202 predictions https://api.openml.org/data/download/21752202/predictions.arff area_under_roc_curve 0.9525405178970344 [0.98761,0.987549,0.948203,0.847547,0.957887,0.945525] average_cost 0 f_measure 0.9207343428177556 [0.983273,0.955801,0.914077,0.747289,0.925035,0.91675] kappa 0.9030586551933859 kb_relative_information_score 0.9059911445886357 mean_absolute_error 0.02617936754795237 mean_prior_absolute_error 0.27012071805786425 number_of_instances 6430 [1531,703,1356,625,707,1508] precision 0.9204819123272688 [0.987484,0.928859,0.906454,0.780488,0.925035,0.917054] predictive_accuracy 0.9214618973561431 prior_entropy 2.48336197589723 recall 0.921461897356143 [0.979099,0.984353,0.921829,0.7168,0.925035,0.916446] relative_absolute_error 0.09691728844858291 root_mean_prior_squared_error 0.3675007345009808 root_mean_squared_error 0.16180039415264838 root_relative_squared_error 0.44027230142098267 total_cost 0 area_under_roc_curve 0.9517502880409369 [0.992444,0.989367,0.963148,0.84766,0.951907,0.92617] area_under_roc_curve 0.9542925678660957 [0.993464,0.981351,0.955077,0.822989,0.963413,0.951906] area_under_roc_curve 0.9490392765794776 [0.985908,0.988494,0.939808,0.823851,0.965712,0.946037] area_under_roc_curve 0.9546401814346782 [0.986114,0.988494,0.942994,0.837999,0.955124,0.965905] area_under_roc_curve 0.9406030824307643 [0.979372,0.985876,0.940792,0.820402,0.933172,0.933808] area_under_roc_curve 0.9575795057234134 [0.996753,0.978733,0.950401,0.883113,0.96746,0.940169] area_under_roc_curve 0.9631399961442699 [0.981619,0.984842,0.956064,0.875909,0.977125,0.96997] area_under_roc_curve 0.9546703182278921 [0.990403,0.996503,0.937413,0.869566,0.974503,0.939858] area_under_roc_curve 0.9481720381899683 [0.981826,0.989461,0.945752,0.864402,0.926955,0.941163] area_under_roc_curve 0.951510266437035 [0.988155,0.992133,0.950415,0.830964,0.963575,0.940169] 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 0.9196207187790097 [0.990164,0.965035,0.925267,0.756303,0.914286,0.892617] f_measure 0.9241284638544522 [0.993421,0.951049,0.923636,0.717949,0.955882,0.913183] f_measure 0.9145924875498285 [0.983498,0.958333,0.89781,0.724138,0.924138,0.914474] f_measure 0.9242461316717501 [0.977199,0.958333,0.917293,0.733333,0.935252,0.935484] f_measure 0.8997402573571703 [0.976744,0.938776,0.901099,0.7,0.863014,0.90301] f_measure 0.9285509405022068 [0.996743,0.931507,0.925373,0.784,0.937063,0.915825] f_measure 0.9393540224539048 [0.976898,0.978417,0.927007,0.780488,0.964539,0.947712] f_measure 0.9246897129696547 [0.983713,0.972603,0.89781,0.783333,0.944444,0.915254] f_measure 0.9145138859246256 [0.970684,0.965517,0.909091,0.746032,0.903704,0.912752] f_measure 0.9175546897985862 [0.983607,0.940397,0.916364,0.743363,0.910345,0.915825] kappa 0.9020338294427284 kappa 0.9076342959748616 kappa 0.896308285900292 kappa 0.9077568635420838 kappa 0.8773489587835039 kappa 0.911851657586992 kappa 0.9250860358960876 kappa 0.9079414791284506 kappa 0.8944381926887292 kappa 0.9002360130209965 kb_relative_information_score 0.9049733591767416 kb_relative_information_score 0.9074816893047059 kb_relative_information_score 0.8991408949177242 kb_relative_information_score 0.9085677346040602 kb_relative_information_score 0.8814565944228266 kb_relative_information_score 0.9161382756165437 kb_relative_information_score 0.9270908121030428 kb_relative_information_score 0.9133347737480192 kb_relative_information_score 0.8982469976680606 kb_relative_information_score 0.9035018074735881 mean_absolute_error 0.026438569206842934 mean_absolute_error 0.02488335925349924 mean_absolute_error 0.02799377916018663 mean_absolute_error 0.02488335925349924 mean_absolute_error 0.03317781233799895 mean_absolute_error 0.02384655261793677 mean_absolute_error 0.020217729393468126 mean_absolute_error 0.02488335925349924 mean_absolute_error 0.028512182477967864 mean_absolute_error 0.026956972524624166 mean_prior_absolute_error 0.27009674714000104 mean_prior_absolute_error 0.27009674714000104 mean_prior_absolute_error 0.2701490224279501 mean_prior_absolute_error 0.2701490224279501 mean_prior_absolute_error 0.2701490224279501 mean_prior_absolute_error 0.270076046448163 mean_prior_absolute_error 0.2700901422499983 mean_prior_absolute_error 0.2701549829384404 mean_prior_absolute_error 0.2701549829384404 mean_prior_absolute_error 0.2700904644397545 number_of_instances 643 [153,70,136,63,70,151] number_of_instances 643 [153,70,136,63,70,151] number_of_instances 643 [153,70,135,63,71,151] number_of_instances 643 [153,70,135,63,71,151] number_of_instances 643 [153,70,135,63,71,151] number_of_instances 643 [154,70,135,62,71,151] number_of_instances 643 [153,70,136,62,71,151] number_of_instances 643 [153,71,136,62,71,150] number_of_instances 643 [153,71,136,62,71,150] number_of_instances 643 [153,71,136,62,70,151] precision 0.9196467911603137 [0.993421,0.945205,0.896552,0.803571,0.914286,0.904762] precision 0.9244422491402863 [1,0.931507,0.913669,0.777778,0.984848,0.8875] precision 0.9146221159355595 [0.993333,0.932432,0.884892,0.792453,0.905405,0.908497] precision 0.9241447335269894 [0.974026,0.932432,0.931298,0.77193,0.955882,0.91195] precision 0.9001821384417978 [0.993243,0.896104,0.891304,0.736842,0.84,0.912162] precision 0.9291530972235549 [1,0.894737,0.932331,0.777778,0.930556,0.931507] precision 0.9395354679155384 [0.986667,0.985507,0.92029,0.786885,0.971429,0.935484] precision 0.9245470344987085 [0.980519,0.946667,0.891304,0.810345,0.931507,0.931034] precision 0.9152997679717711 [0.967532,0.945946,0.899281,0.734375,0.953125,0.918919] precision 0.918501205942175 [0.986842,0.8875,0.906475,0.823529,0.88,0.931507] predictive_accuracy 0.9206842923794712 predictive_accuracy 0.9253499222395023 predictive_accuracy 0.9160186625194402 predictive_accuracy 0.9253499222395023 predictive_accuracy 0.9004665629860031 predictive_accuracy 0.9284603421461897 predictive_accuracy 0.9393468118195956 predictive_accuracy 0.9253499222395023 predictive_accuracy 0.9144634525660965 predictive_accuracy 0.9191290824261276 prior_entropy 2.482745967475889 prior_entropy 2.482745967475889 prior_entropy 2.4842056866910305 prior_entropy 2.4842056866910305 prior_entropy 2.4842056866910305 prior_entropy 2.482197628005195 prior_entropy 2.4824697828675686 prior_entropy 2.4841804290135863 prior_entropy 2.4841804290135863 prior_entropy 2.482482495047111 recall 0.9206842923794712 [0.986928,0.985714,0.955882,0.714286,0.914286,0.880795] recall 0.9253499222395023 [0.986928,0.971429,0.933824,0.666667,0.928571,0.940397] recall 0.9160186625194401 [0.973856,0.985714,0.911111,0.666667,0.943662,0.92053] recall 0.9253499222395023 [0.980392,0.985714,0.903704,0.698413,0.915493,0.960265] recall 0.9004665629860031 [0.960784,0.985714,0.911111,0.666667,0.887324,0.89404] recall 0.9284603421461898 [0.993506,0.971429,0.918519,0.790323,0.943662,0.900662] recall 0.9393468118195957 [0.96732,0.971429,0.933824,0.774194,0.957746,0.960265] recall 0.9253499222395023 [0.986928,1,0.904412,0.758065,0.957746,0.9] recall 0.9144634525660964 [0.973856,0.985915,0.919118,0.758065,0.859155,0.906667] recall 0.9191290824261276 [0.980392,1,0.926471,0.677419,0.942857,0.900662] relative_absolute_error 0.09788555207271286 relative_absolute_error 0.09212757842137685 relative_absolute_error 0.10362347014471501 relative_absolute_error 0.09210975123974671 relative_absolute_error 0.1228130016529955 relative_absolute_error 0.08829569645864078 relative_absolute_error 0.07485548796799249 relative_absolute_error 0.09210771899465335 relative_absolute_error 0.10554009468137357 relative_absolute_error 0.09980719823093608 root_mean_prior_squared_error 0.36746811962523923 root_mean_prior_squared_error 0.36746811962523923 root_mean_prior_squared_error 0.36753924175366387 root_mean_prior_squared_error 0.36753924175366387 root_mean_prior_squared_error 0.36753924175366387 root_mean_prior_squared_error 0.36743995189564116 root_mean_prior_squared_error 0.36745913249082046 root_mean_prior_squared_error 0.36754735033645464 root_mean_prior_squared_error 0.36754735033645464 root_mean_prior_squared_error 0.36745957089272085 root_mean_squared_error 0.16259941330411662 root_mean_squared_error 0.15774460134501986 root_mean_squared_error 0.16731341595994814 root_mean_squared_error 0.15774460134501986 root_mean_squared_error 0.18214777609951474 root_mean_squared_error 0.15442329039991595 root_mean_squared_error 0.14218906214427368 root_mean_squared_error 0.15774460134501986 root_mean_squared_error 0.16885550769213264 root_mean_squared_error 0.16418578660963368 root_relative_squared_error 0.44248576847957016 root_relative_squared_error 0.4292742497114988 root_relative_squared_error 0.45522599209171444 root_relative_squared_error 0.4291911813072335 root_relative_squared_error 0.4955872881230892 root_relative_squared_error 0.4202680998711175 root_relative_squared_error 0.3869520432937552 root_relative_squared_error 0.4291817127796451 root_relative_squared_error 0.4594115765970329 root_relative_squared_error 0.44681319964194766 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 2130.793320999601 usercpu_time_millis 2115.0672109997686 usercpu_time_millis 2099.2900109999937 usercpu_time_millis 2119.9905749999743 usercpu_time_millis 2106.885504999809 usercpu_time_millis 2109.024338999916 usercpu_time_millis 2118.375918000311 usercpu_time_millis 2121.8409410003005 usercpu_time_millis 2109.368777999862 usercpu_time_millis 2096.055919000264 usercpu_time_millis_testing 151.71313999962877 usercpu_time_millis_testing 152.29125199994087 usercpu_time_millis_testing 151.78987199988114 usercpu_time_millis_testing 152.64168800013067 usercpu_time_millis_testing 149.9779099999614 usercpu_time_millis_testing 152.02375499984555 usercpu_time_millis_testing 152.15066700011448 usercpu_time_millis_testing 151.64252100021258 usercpu_time_millis_testing 151.55466299984255 usercpu_time_millis_testing 151.12160900025629 usercpu_time_millis_training 1979.080180999972 usercpu_time_millis_training 1962.7759589998277 usercpu_time_millis_training 1947.5001390001125 usercpu_time_millis_training 1967.3488869998437 usercpu_time_millis_training 1956.9075949998478 usercpu_time_millis_training 1957.0005840000704 usercpu_time_millis_training 1966.2252510001963 usercpu_time_millis_training 1970.198420000088 usercpu_time_millis_training 1957.8141150000192 usercpu_time_millis_training 1944.9343100000078 wall_clock_time_millis 2130.7003498077393 wall_clock_time_millis 2114.948034286499 wall_clock_time_millis 2099.167585372925 wall_clock_time_millis 2119.884252548218 wall_clock_time_millis 2106.783628463745 wall_clock_time_millis 2108.8929176330566 wall_clock_time_millis 2118.2570457458496 wall_clock_time_millis 2121.7129230499268 wall_clock_time_millis 2109.2731952667236 wall_clock_time_millis 2095.942735671997 wall_clock_time_millis_testing 151.71074867248535 wall_clock_time_millis_testing 152.29034423828125 wall_clock_time_millis_testing 151.78871154785156 wall_clock_time_millis_testing 152.64296531677246 wall_clock_time_millis_testing 149.9764919281006 wall_clock_time_millis_testing 152.0233154296875 wall_clock_time_millis_testing 152.14824676513672 wall_clock_time_millis_testing 151.6406536102295 wall_clock_time_millis_testing 151.55529975891113 wall_clock_time_millis_testing 151.13186836242676 wall_clock_time_millis_training 1978.989601135254 wall_clock_time_millis_training 1962.6576900482178 wall_clock_time_millis_training 1947.3788738250732 wall_clock_time_millis_training 1967.2412872314453 wall_clock_time_millis_training 1956.8071365356445 wall_clock_time_millis_training 1956.8696022033691 wall_clock_time_millis_training 1966.108798980713 wall_clock_time_millis_training 1970.0722694396973 wall_clock_time_millis_training 1957.7178955078125 wall_clock_time_millis_training 1944.8108673095703