Task
Supervised Classification on mozilla4

Supervised Classification on mozilla4

Task 3899 Supervised Classification mozilla4 107074 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1274.2033, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1291.566, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1288.5395, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.7732, usercpu_time_millis: 0.541, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1294.8945, usercpu_time_millis: 0.492, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.2448, usercpu_time_millis: 0.961, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.6168, usercpu_time_millis: 1.85, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 1.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1299.4027, usercpu_time_millis: 0.866, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1275.0022, usercpu_time_millis: 0.796, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1281.2819, usercpu_time_millis: 0.484, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1270.9282, usercpu_time_millis: 0.478, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9484, kappa: 0.8814, kb_relative_information_score: 12754.4214, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9514, predictive_accuracy: 0.9494, prior_entropy: 0.9135, recall: 0.9494, relative_absolute_error: 0.1927, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4218, scimark_benchmark: 1227.2623, usercpu_time_millis: 117.879, usercpu_time_millis_testing: 5.082, usercpu_time_millis_training: 112.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9518, kappa: 0.8893, kb_relative_information_score: 12957.8514, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9542, predictive_accuracy: 0.9526, prior_entropy: 0.9135, recall: 0.9526, relative_absolute_error: 0.178, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4075, scimark_benchmark: 1243.5632, usercpu_time_millis: 780.23, usercpu_time_millis_testing: 30.921, usercpu_time_millis_training: 749.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9464, kappa: 0.8767, kb_relative_information_score: 12704.0642, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9498, predictive_accuracy: 0.9474, prior_entropy: 0.9135, recall: 0.9474, relative_absolute_error: 0.1961, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4274, scimark_benchmark: 1260.5675, usercpu_time_millis: 148.896, usercpu_time_millis_testing: 5.761, usercpu_time_millis_training: 143.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9421, kappa: 0.8667, kb_relative_information_score: 12266.1728, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9466, predictive_accuracy: 0.9435, prior_entropy: 0.9135, recall: 0.9435, relative_absolute_error: 0.2287, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4533, scimark_benchmark: 1246.3173, usercpu_time_millis: 69.203, usercpu_time_millis_testing: 4.91, usercpu_time_millis_training: 64.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.9324, kappa: 0.8437, kb_relative_information_score: 11186.8026, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9402, predictive_accuracy: 0.9345, prior_entropy: 0.9135, recall: 0.9345, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.4987, scimark_benchmark: 1259.5804, usercpu_time_millis: 195.205, usercpu_time_millis_testing: 14.369, usercpu_time_millis_training: 180.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9395, kappa: 0.8604, kb_relative_information_score: 12288.9729, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9451, predictive_accuracy: 0.9411, prior_entropy: 0.9135, recall: 0.9411, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.4603, scimark_benchmark: 1249.2056, usercpu_time_millis: 39.052, usercpu_time_millis_testing: 1.889, usercpu_time_millis_training: 37.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9424, kappa: 0.8673, kb_relative_information_score: 12316.7446, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.947, predictive_accuracy: 0.9438, prior_entropy: 0.9135, recall: 0.9438, relative_absolute_error: 0.2253, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4499, scimark_benchmark: 1263.2811, usercpu_time_millis: 471.469, usercpu_time_millis_testing: 24.272, usercpu_time_millis_training: 447.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9445, kappa: 0.8722, kb_relative_information_score: 12513.9847, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9483, predictive_accuracy: 0.9456, prior_entropy: 0.9135, recall: 0.9456, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.4393, scimark_benchmark: 1259.1037, usercpu_time_millis: 278.528, usercpu_time_millis_testing: 16.855, usercpu_time_millis_training: 261.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9426, kappa: 0.8676, kb_relative_information_score: 12315.0162, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9472, predictive_accuracy: 0.9439, prior_entropy: 0.9135, recall: 0.9439, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.4498, scimark_benchmark: 1237.8387, usercpu_time_millis: 295.959, usercpu_time_millis_testing: 15.943, usercpu_time_millis_training: 280.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9328, kappa: 0.8445, kb_relative_information_score: 11731.3625, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9348, prior_entropy: 0.9135, recall: 0.9348, relative_absolute_error: 0.2705, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.4795, scimark_benchmark: 1245.3548, usercpu_time_millis: 325.881, usercpu_time_millis_testing: 21.449, usercpu_time_millis_training: 304.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.9407, kappa: 0.8638, kb_relative_information_score: 12467.921, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9431, predictive_accuracy: 0.9417, prior_entropy: 0.9135, recall: 0.9417, relative_absolute_error: 0.2097, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4585, scimark_benchmark: 1263.4084, usercpu_time_millis: 253.959, usercpu_time_millis_testing: 6.369, usercpu_time_millis_training: 247.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9542, kappa: 0.8949, kb_relative_information_score: 13034.7044, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9561, predictive_accuracy: 0.9548, prior_entropy: 0.9135, recall: 0.9548, relative_absolute_error: 0.1723, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.4016, scimark_benchmark: 1236.8385, usercpu_time_millis: 454.387, usercpu_time_millis_testing: 21.973, usercpu_time_millis_training: 432.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9374, kappa: 0.8554, kb_relative_information_score: 12238.6983, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9438, predictive_accuracy: 0.9391, prior_entropy: 0.9135, recall: 0.9391, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.4672, scimark_benchmark: 1257.5322, usercpu_time_millis: 285.033, usercpu_time_millis_testing: 11.253, usercpu_time_millis_training: 273.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9521, kappa: 0.8902, kb_relative_information_score: 12979.2385, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9541, predictive_accuracy: 0.9528, prior_entropy: 0.9135, recall: 0.9528, relative_absolute_error: 0.1755, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.4084, scimark_benchmark: 1233.58, usercpu_time_millis: 1294.758, usercpu_time_millis_testing: 41.944, usercpu_time_millis_training: 1252.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9429, kappa: 0.8685, kb_relative_information_score: 12404.1493, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.947, predictive_accuracy: 0.9442, prior_entropy: 0.9135, recall: 0.9442, relative_absolute_error: 0.2179, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4478, scimark_benchmark: 1259.2643, usercpu_time_millis: 254.232, usercpu_time_millis_testing: 18.107, usercpu_time_millis_training: 236.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.945, kappa: 0.8734, kb_relative_information_score: 12604.9828, mean_absolute_error: 0.0894, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9485, predictive_accuracy: 0.9461, prior_entropy: 0.9135, recall: 0.9461, relative_absolute_error: 0.2026, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.4406, scimark_benchmark: 1245.1455, usercpu_time_millis: 798.914, usercpu_time_millis_testing: 25.33, usercpu_time_millis_training: 773.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.9389, kappa: 0.8589, kb_relative_information_score: 10451.2396, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9447, predictive_accuracy: 0.9405, prior_entropy: 0.9135, recall: 0.9405, relative_absolute_error: 0.3815, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4984, scimark_benchmark: 1241.6084, usercpu_time_millis: 23.894, usercpu_time_millis_testing: 1.825, usercpu_time_millis_training: 22.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9441, kappa: 0.8712, kb_relative_information_score: 12528.6253, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.948, predictive_accuracy: 0.9453, prior_entropy: 0.9135, recall: 0.9453, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4425, scimark_benchmark: 1250.9623, usercpu_time_millis: 538.967, usercpu_time_millis_testing: 19.268, usercpu_time_millis_training: 519.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9469, kappa: 0.8778, kb_relative_information_score: 12704.521, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9501, predictive_accuracy: 0.9479, prior_entropy: 0.9135, recall: 0.9479, relative_absolute_error: 0.1964, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4254, scimark_benchmark: 1257.681, usercpu_time_millis: 726.106, usercpu_time_millis_testing: 34.032, usercpu_time_millis_training: 692.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9454, kappa: 0.8744, kb_relative_information_score: 12570.2445, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9491, predictive_accuracy: 0.9465, prior_entropy: 0.9135, recall: 0.9465, relative_absolute_error: 0.2067, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.4327, scimark_benchmark: 1262.6498, usercpu_time_millis: 560.895, usercpu_time_millis_testing: 34.956, usercpu_time_millis_training: 525.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.9444, kappa: 0.8719, kb_relative_information_score: 12536.5508, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.948, predictive_accuracy: 0.9455, prior_entropy: 0.9135, recall: 0.9455, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.4414, scimark_benchmark: 1245.0875, usercpu_time_millis: 440.139, usercpu_time_millis_testing: 17.854, usercpu_time_millis_training: 422.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9476, kappa: 0.8794, kb_relative_information_score: 12781.5877, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9506, predictive_accuracy: 0.9485, prior_entropy: 0.9135, recall: 0.9485, relative_absolute_error: 0.1903, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1986, root_relative_squared_error: 0.4229, scimark_benchmark: 1261.11, usercpu_time_millis: 461.076, usercpu_time_millis_testing: 16.578, usercpu_time_millis_training: 444.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9503, kappa: 0.8858, kb_relative_information_score: 12855.4566, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.953, predictive_accuracy: 0.9512, prior_entropy: 0.9135, recall: 0.9512, relative_absolute_error: 0.1856, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.4138, scimark_benchmark: 1250.8189, usercpu_time_millis: 959.138, usercpu_time_millis_testing: 33.845, usercpu_time_millis_training: 925.293,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1303.6497, usercpu_time_millis: 0.631, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.609,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1296.114, usercpu_time_millis: 0.569, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.548,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1283.4535, usercpu_time_millis: 0.49, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.471,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1297.3697, usercpu_time_millis: 0.473, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.456,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1302.4752, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1277.0429, usercpu_time_millis: 0.578, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.562,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1284.8298, usercpu_time_millis: 0.519, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1287.6133, usercpu_time_millis: 0.615, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.595,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.9322, kappa: 0.8431, kb_relative_information_score: 9464.5633, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9399, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.4522, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.259, root_relative_squared_error: 0.5515, scimark_benchmark: 1242.0934, usercpu_time_millis: 196.22, usercpu_time_millis_testing: 18.542, usercpu_time_millis_training: 177.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.95, kappa: 0.8852, kb_relative_information_score: 12797.6614, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9529, predictive_accuracy: 0.9509, prior_entropy: 0.9135, recall: 0.9509, relative_absolute_error: 0.1902, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.4164, scimark_benchmark: 1233.495, usercpu_time_millis: 224.992, usercpu_time_millis_testing: 14.028, usercpu_time_millis_training: 210.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9521, kappa: 0.8899, kb_relative_information_score: 12915.5362, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9545, predictive_accuracy: 0.9528, prior_entropy: 0.9135, recall: 0.9528, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.4086, scimark_benchmark: 1256.6425, usercpu_time_millis: 353.921, usercpu_time_millis_testing: 19.573, usercpu_time_millis_training: 334.348,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9449, kappa: 0.8732, kb_relative_information_score: 12575.9241, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9487, predictive_accuracy: 0.9461, prior_entropy: 0.9135, recall: 0.9461, relative_absolute_error: 0.2061, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4325, scimark_benchmark: 1261.8032, usercpu_time_millis: 187.922, usercpu_time_millis_testing: 7.747, usercpu_time_millis_training: 180.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9326, kappa: 0.8442, kb_relative_information_score: 12083.2818, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9347, prior_entropy: 0.9135, recall: 0.9347, relative_absolute_error: 0.2393, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.48, scimark_benchmark: 1231.5452, usercpu_time_millis: 49.784, usercpu_time_millis_testing: 3.062, usercpu_time_millis_training: 46.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9364, kappa: 0.8532, kb_relative_information_score: 10237.2359, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9427, predictive_accuracy: 0.9382, prior_entropy: 0.9135, recall: 0.9382, relative_absolute_error: 0.3965, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.5097, scimark_benchmark: 1246.9082, usercpu_time_millis: 295.397, usercpu_time_millis_testing: 27.903, usercpu_time_millis_training: 267.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9545, kappa: 0.8956, kb_relative_information_score: 13075.6688, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9562, predictive_accuracy: 0.9551, prior_entropy: 0.9135, recall: 0.9551, relative_absolute_error: 0.1691, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.4, scimark_benchmark: 1260.5807, usercpu_time_millis: 797.777, usercpu_time_millis_testing: 24.842, usercpu_time_millis_training: 772.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9536, kappa: 0.8935, kb_relative_information_score: 13028.7074, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9556, predictive_accuracy: 0.9543, prior_entropy: 0.9135, recall: 0.9543, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.4033, scimark_benchmark: 1260.869, usercpu_time_millis: 264.021, usercpu_time_millis_testing: 11.121, usercpu_time_millis_training: 252.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.9376, kappa: 0.8559, kb_relative_information_score: 10282.9488, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9436, predictive_accuracy: 0.9393, prior_entropy: 0.9135, recall: 0.9393, relative_absolute_error: 0.3936, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.5069, scimark_benchmark: 1238.7155, usercpu_time_millis: 358.163, usercpu_time_millis_testing: 31.062, usercpu_time_millis_training: 327.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1286.2425, usercpu_time_millis: 0.899, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1295.6823, usercpu_time_millis: 0.508, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.487,

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

OpenML bootcamp

From your own software

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

OpenML APIs