OpenML
Supervised Classification on glass

Supervised Classification on glass

Task 40 Supervised Classification glass 684 runs submitted
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  • basic study_1 study_107 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.715, kappa: 0.616, kb_relative_information_score: 124.8275, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7195, predictive_accuracy: 0.7196, prior_entropy: 2.2315, recall: 0.7196, relative_absolute_error: 0.4897, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.8048, scimark_benchmark: 1347.388, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.73, kappa: 0.6322, kb_relative_information_score: 126.6098, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7333, predictive_accuracy: 0.729, prior_entropy: 2.2315, recall: 0.729, relative_absolute_error: 0.4637, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.8216, scimark_benchmark: 1347.388, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.6378, kappa: 0.5088, kb_relative_information_score: 108.9962, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6429, predictive_accuracy: 0.6402, prior_entropy: 2.2315, recall: 0.6402, relative_absolute_error: 0.5482, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.9163, scimark_benchmark: 961.21, usercpu_time_millis: 70, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.6666, kappa: 0.5496, kb_relative_information_score: 117.1593, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6719, predictive_accuracy: 0.6682, prior_entropy: 2.2315, recall: 0.6682, relative_absolute_error: 0.5408, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8079, scimark_benchmark: 1413.089, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.6851, kappa: 0.5875, kb_relative_information_score: 126.892, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6894, predictive_accuracy: 0.6963, prior_entropy: 2.2315, recall: 0.6963, relative_absolute_error: 0.49, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7747, scimark_benchmark: 1343.6648, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7932, f_measure: 0.6372, kappa: 0.5116, kb_relative_information_score: 117.5779, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6371, predictive_accuracy: 0.6449, prior_entropy: 2.2315, recall: 0.6449, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.9013, scimark_benchmark: 1327.3602, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.2916, kappa: 0.2399, kb_relative_information_score: 68.3595, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.3848, predictive_accuracy: 0.4486, prior_entropy: 2.2315, recall: 0.4486, relative_absolute_error: 0.818, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.9047, scimark_benchmark: 1268.9931, usercpu_time_millis: 150, usercpu_time_millis_testing: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.7686, kappa: 0.6843, kb_relative_information_score: 146.8259, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7779, predictive_accuracy: 0.771, prior_entropy: 2.2315, recall: 0.771, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.7115, scimark_benchmark: 904.3681, usercpu_time_millis: 440, usercpu_time_millis_testing: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.6865, kappa: 0.5754, kb_relative_information_score: 125.0606, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6895, predictive_accuracy: 0.6869, prior_entropy: 2.2315, recall: 0.6869, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.9064, scimark_benchmark: 1305.7231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.6865, kappa: 0.5754, kb_relative_information_score: 127.7355, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6895, predictive_accuracy: 0.6869, prior_entropy: 2.2315, recall: 0.6869, relative_absolute_error: 0.4228, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2991, root_relative_squared_error: 0.9218, scimark_benchmark: 1345.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.1861, kb_relative_information_score: 0.1616, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.2315, recall: 0.3551, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3245, root_relative_squared_error: 1.0003, scimark_benchmark: 1316.8289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.4604, kappa: 0.2823, kb_relative_information_score: 17.689, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.4877, predictive_accuracy: 0.5047, prior_entropy: 2.2315, recall: 0.5047, relative_absolute_error: 1.0786, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3321, root_relative_squared_error: 1.0236, scimark_benchmark: 1330.6247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7819, f_measure: 0.6842, kappa: 0.5757, kb_relative_information_score: 124.3891, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6862, predictive_accuracy: 0.6963, prior_entropy: 2.2315, recall: 0.6963, relative_absolute_error: 0.4101, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.908, scimark_benchmark: 939.5205, usercpu_time_millis: 2220, usercpu_time_millis_training: 2220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7, kappa: 0.6225, kb_relative_information_score: 109.979, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6782, predictive_accuracy: 0.729, prior_entropy: 2.2315, recall: 0.729, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2362, root_relative_squared_error: 0.7281, scimark_benchmark: 1334.4761, usercpu_time_millis: 160, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.6933, kappa: 0.6145, kb_relative_information_score: 109.1041, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6714, predictive_accuracy: 0.7243, prior_entropy: 2.2315, recall: 0.7243, relative_absolute_error: 0.6292, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.7313, scimark_benchmark: 1275.9462, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7497, kappa: 0.6622, kb_relative_information_score: 142.1607, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7518, predictive_accuracy: 0.7523, prior_entropy: 2.2315, recall: 0.7523, relative_absolute_error: 0.359, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2488, root_relative_squared_error: 0.7668, scimark_benchmark: 1332.576, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.7132, kappa: 0.6251, kb_relative_information_score: 122.8157, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7217, predictive_accuracy: 0.729, prior_entropy: 2.2315, recall: 0.729, relative_absolute_error: 0.5531, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.7075, scimark_benchmark: 1330.8781, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.7302, kappa: 0.6512, kb_relative_information_score: 123.5335, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7506, predictive_accuracy: 0.7477, prior_entropy: 2.2315, recall: 0.7477, relative_absolute_error: 0.5478, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.229, root_relative_squared_error: 0.7058, scimark_benchmark: 1307.8606, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.7512, kappa: 0.678, kb_relative_information_score: 122.9408, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7706, predictive_accuracy: 0.7664, prior_entropy: 2.2315, recall: 0.7664, relative_absolute_error: 0.5387, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.7188, scimark_benchmark: 1343.4596, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8795, f_measure: 0.7217, kappa: 0.6291, kb_relative_information_score: 127.4541, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.727, predictive_accuracy: 0.729, prior_entropy: 2.2315, recall: 0.729, relative_absolute_error: 0.481, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.7627, scimark_benchmark: 1205.8291, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7932, f_measure: 0.6372, kappa: 0.5116, kb_relative_information_score: 117.5779, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6371, predictive_accuracy: 0.6449, prior_entropy: 2.2315, recall: 0.6449, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.9013, scimark_benchmark: 1315.3709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.715, kappa: 0.616, kb_relative_information_score: 124.8275, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7195, predictive_accuracy: 0.7196, prior_entropy: 2.2315, recall: 0.7196, relative_absolute_error: 0.4897, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.8048, scimark_benchmark: 1339.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.4333, kappa: 0.2984, kb_relative_information_score: 83.3758, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.4792, predictive_accuracy: 0.4766, prior_entropy: 2.2315, recall: 0.4766, relative_absolute_error: 0.7356, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3425, root_relative_squared_error: 1.0557, scimark_benchmark: 922.1419, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, f_measure: 0.438, kappa: 0.3112, kb_relative_information_score: 82.3128, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.4874, predictive_accuracy: 0.4766, prior_entropy: 2.2315, recall: 0.4766, relative_absolute_error: 0.7438, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3435, root_relative_squared_error: 1.0586, scimark_benchmark: 922.1419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.5773, kappa: 0.4761, kb_relative_information_score: 60.9581, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.5272, predictive_accuracy: 0.6402, prior_entropy: 2.2315, recall: 0.6402, relative_absolute_error: 0.804, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.28, root_relative_squared_error: 0.863, scimark_benchmark: 1334.9657, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.645, kappa: 0.5322, kb_relative_information_score: 120.2561, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6404, predictive_accuracy: 0.6636, prior_entropy: 2.2315, recall: 0.6636, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.7965, scimark_benchmark: 1345.7589, usercpu_time_millis: 500, usercpu_time_millis_training: 500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.6426, kappa: 0.5233, kb_relative_information_score: 114.0374, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6341, predictive_accuracy: 0.6542, prior_entropy: 2.2315, recall: 0.6542, relative_absolute_error: 0.5601, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8302, scimark_benchmark: 1348.8402, usercpu_time_millis: 170, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8226, f_measure: 0.598, kappa: 0.4662, kb_relative_information_score: 38.5015, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6698, predictive_accuracy: 0.5794, prior_entropy: 2.2315, recall: 0.5794, relative_absolute_error: 0.9925, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3172, root_relative_squared_error: 0.9776, scimark_benchmark: 1340.1351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.634, kappa: 0.5045, kb_relative_information_score: 61.5143, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6584, predictive_accuracy: 0.6495, prior_entropy: 2.2315, recall: 0.6495, relative_absolute_error: 0.8315, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8684, scimark_benchmark: 1335.693, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.2836, kappa: 0.2411, kb_relative_information_score: 59.2653, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.2074, predictive_accuracy: 0.4486, prior_entropy: 2.2315, recall: 0.4486, relative_absolute_error: 0.8629, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.9341, scimark_benchmark: 1321.7236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.5794, kappa: 0.4291, kb_relative_information_score: 98.8599, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.5883, predictive_accuracy: 0.5748, prior_entropy: 2.2315, recall: 0.5748, relative_absolute_error: 0.5742, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3486, root_relative_squared_error: 1.0743, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8183, f_measure: 0.6734, kappa: 0.5711, kb_relative_information_score: 125.8832, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6748, predictive_accuracy: 0.6916, prior_entropy: 2.2315, recall: 0.6916, relative_absolute_error: 0.4597, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.8503, scimark_benchmark: 1301.9956, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.7269, kappa: 0.6276, kb_relative_information_score: 134.7903, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7298, predictive_accuracy: 0.729, prior_entropy: 2.2315, recall: 0.729, relative_absolute_error: 0.4333, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2399, root_relative_squared_error: 0.7394, scimark_benchmark: 1298.6659, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.6995, kappa: 0.5962, kb_relative_information_score: 125.5584, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7128, predictive_accuracy: 0.7103, prior_entropy: 2.2315, recall: 0.7103, relative_absolute_error: 0.4996, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.7573, scimark_benchmark: 1334.9446, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.7221, kappa: 0.6381, kb_relative_information_score: 123.4245, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7303, predictive_accuracy: 0.7383, prior_entropy: 2.2315, recall: 0.7383, relative_absolute_error: 0.5507, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.704, scimark_benchmark: 1331.1784, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.6335, kappa: 0.5285, kb_relative_information_score: 113.7595, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.6202, predictive_accuracy: 0.6682, prior_entropy: 2.2315, recall: 0.6682, relative_absolute_error: 0.448, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.9489, scimark_benchmark: 1404.1865, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6724, f_measure: 0.2837, kappa: 0.243, kb_relative_information_score: 59.3451, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.2075, predictive_accuracy: 0.4486, prior_entropy: 2.2315, recall: 0.4486, relative_absolute_error: 0.8625, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.936, scimark_benchmark: 937.1527,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7607, f_measure: 0.4225, kappa: 0.2653, kb_relative_information_score: 79.6719, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.4679, predictive_accuracy: 0.4439, prior_entropy: 2.2315, recall: 0.4439, relative_absolute_error: 0.7564, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3497, root_relative_squared_error: 1.0779, scimark_benchmark: 912.7324, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.7497, kappa: 0.6622, kb_relative_information_score: 142.1607, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7518, predictive_accuracy: 0.7523, prior_entropy: 2.2315, recall: 0.7523, relative_absolute_error: 0.359, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2488, root_relative_squared_error: 0.7668, scimark_benchmark: 938.2848, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.7407, kappa: 0.6493, kb_relative_information_score: 139.689, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7428, predictive_accuracy: 0.743, prior_entropy: 2.2315, recall: 0.743, relative_absolute_error: 0.3876, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.243, root_relative_squared_error: 0.7489, scimark_benchmark: 910.8389, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.7269, kappa: 0.6276, kb_relative_information_score: 134.7903, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7298, predictive_accuracy: 0.729, prior_entropy: 2.2315, recall: 0.729, relative_absolute_error: 0.4333, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2399, root_relative_squared_error: 0.7394, scimark_benchmark: 933.8635, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.6995, kappa: 0.5962, kb_relative_information_score: 125.5584, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7128, predictive_accuracy: 0.7103, prior_entropy: 2.2315, recall: 0.7103, relative_absolute_error: 0.4996, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.7573, scimark_benchmark: 938.9865, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.1861, kb_relative_information_score: 0.1616, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.2315, recall: 0.3551, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3245, root_relative_squared_error: 1.0003, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.756, kappa: 0.669, kb_relative_information_score: 142.7037, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.76, predictive_accuracy: 0.757, prior_entropy: 2.2315, recall: 0.757, relative_absolute_error: 0.4101, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.6755, scimark_benchmark: 902.4773, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.1861, kb_relative_information_score: 0.1616, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.2315, recall: 0.3551, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3245, root_relative_squared_error: 1.0003, scimark_benchmark: 910.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.688, kappa: 0.5803, kb_relative_information_score: 125.1508, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7026, predictive_accuracy: 0.7009, prior_entropy: 2.2315, recall: 0.7009, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.7452, scimark_benchmark: 929.0255, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1861, kb_relative_information_score: 29.7793, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.2315, recall: 0.3551, relative_absolute_error: 0.8708, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.4292, root_relative_squared_error: 1.323, scimark_benchmark: 929.0255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.7434, kappa: 0.6546, kb_relative_information_score: 132.3465, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7445, predictive_accuracy: 0.7477, prior_entropy: 2.2315, recall: 0.7477, relative_absolute_error: 0.4638, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.7044, scimark_benchmark: 943.2817, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.7513, kappa: 0.6615, kb_relative_information_score: 125.476, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7557, predictive_accuracy: 0.7523, prior_entropy: 2.2315, recall: 0.7523, relative_absolute_error: 0.5118, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.7084, scimark_benchmark: 929.566, usercpu_time_millis: 450, usercpu_time_millis_training: 450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.7546, kappa: 0.6682, kb_relative_information_score: 145.6445, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.757, predictive_accuracy: 0.757, prior_entropy: 2.2315, recall: 0.757, relative_absolute_error: 0.3208, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.7929, scimark_benchmark: 947.0793, usercpu_time_millis: 240, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.7695, kappa: 0.688, kb_relative_information_score: 148.0116, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7728, predictive_accuracy: 0.771, prior_entropy: 2.2315, recall: 0.771, relative_absolute_error: 0.3092, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.7821, scimark_benchmark: 876.8277, usercpu_time_millis: 460, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.7687, kappa: 0.6884, kb_relative_information_score: 147.2012, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7702, predictive_accuracy: 0.771, prior_entropy: 2.2315, recall: 0.771, relative_absolute_error: 0.3096, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.7883, scimark_benchmark: 1174.6686, usercpu_time_millis: 1140, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.7877, kappa: 0.7126, kb_relative_information_score: 151.9249, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7908, predictive_accuracy: 0.7897, prior_entropy: 2.2315, recall: 0.7897, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.7344, scimark_benchmark: 923.3111, usercpu_time_millis: 340, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, f_measure: 0.7652, kappa: 0.6867, kb_relative_information_score: 147.8998, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7677, predictive_accuracy: 0.771, prior_entropy: 2.2315, recall: 0.771, relative_absolute_error: 0.3235, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.7257, scimark_benchmark: 930.32, usercpu_time_millis: 180, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.7273, kappa: 0.635, kb_relative_information_score: 126.8852, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.7305, predictive_accuracy: 0.7336, prior_entropy: 2.2315, recall: 0.7336, relative_absolute_error: 0.4828, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2466, root_relative_squared_error: 0.76, scimark_benchmark: 945.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1861, kb_relative_information_score: 6.5045, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.1261, predictive_accuracy: 0.3551, prior_entropy: 2.2315, recall: 0.3551, relative_absolute_error: 1.0475, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.329, root_relative_squared_error: 1.0141, scimark_benchmark: 935.4866, usercpu_time_millis: 100, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7127, build_cpu_time: 0.2279, build_memory: 641680547.6636, f_measure: 0.545, kappa: 0.401, kb_relative_information_score: 14.8521, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.5342, predictive_accuracy: 0.5888, prior_entropy: 2.2315, recall: 0.5888, relative_absolute_error: 1.0599, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3249, root_relative_squared_error: 1.0014, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7127, build_cpu_time: 0.2851, build_memory: 907938768.2617, f_measure: 0.545, kappa: 0.401, kb_relative_information_score: 14.8521, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.5342, predictive_accuracy: 0.5888, prior_entropy: 2.2315, recall: 0.5888, relative_absolute_error: 1.0599, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3249, root_relative_squared_error: 1.0014, scimark_benchmark: 935.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7127, build_cpu_time: 0.291, build_memory: 1098393299.5888, f_measure: 0.545, kappa: 0.401, kb_relative_information_score: 14.8521, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.5342, predictive_accuracy: 0.5888, prior_entropy: 2.2315, recall: 0.5888, relative_absolute_error: 1.0599, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3249, root_relative_squared_error: 1.0014, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7127, build_cpu_time: 0.3064, build_memory: 881541668.7477, f_measure: 0.545, kappa: 0.401, kb_relative_information_score: 14.8521, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.5342, predictive_accuracy: 0.5888, prior_entropy: 2.2315, recall: 0.5888, relative_absolute_error: 1.0599, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3249, root_relative_squared_error: 1.0014, scimark_benchmark: 935.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7127, build_cpu_time: 0.2693, build_memory: 657272160.2617, f_measure: 0.545, kappa: 0.401, kb_relative_information_score: 14.8521, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 214, precision: 0.5342, predictive_accuracy: 0.5888, prior_entropy: 2.2315, recall: 0.5888, relative_absolute_error: 1.0599, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3249, root_relative_squared_error: 1.0014, scimark_benchmark: 918.7639,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs