Task
Supervised Classification on Click_prediction_small

Supervised Classification on Click_prediction_small

Task 14971 Supervised Classification Click_prediction_small 21169 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6429, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3462.9413, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.818, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.982, scimark_benchmark: 1266.7602, usercpu_time_millis: 163.076, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 162.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6095, f_measure: 0.757, kappa: 0.0077, kb_relative_information_score: -2145.9517, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8244, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9819, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9904, scimark_benchmark: 1283.316, usercpu_time_millis: 589.126, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 589.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6024, f_measure: 0.7552, kappa: 0.0005, kb_relative_information_score: -3860.9126, mean_absolute_error: 0.2785, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.86, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9942, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.371, root_relative_squared_error: 0.9913, scimark_benchmark: 1265.8058, usercpu_time_millis: 64.327, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 64.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3393.582, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1278.9772, usercpu_time_millis: 211.421, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 211.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3393.6039, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1279.2728, usercpu_time_millis: 396.416, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 396.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.7892, kappa: 0.1571, kb_relative_information_score: -874.8067, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7844, predictive_accuracy: 0.8282, prior_entropy: 0.6541, recall: 0.8282, relative_absolute_error: 0.8705, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.365, root_relative_squared_error: 0.9754, scimark_benchmark: 1262.7645, usercpu_time_millis: 3171.176, usercpu_time_millis_testing: 50.676, usercpu_time_millis_training: 3120.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6797, f_measure: 0.7551, kappa: -0.0001, kb_relative_information_score: -2559.2519, mean_absolute_error: 0.2748, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.9771, scimark_benchmark: 1252.9901, usercpu_time_millis: 1967.886, usercpu_time_millis_testing: 38.727, usercpu_time_millis_training: 1929.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.7734, kappa: 0.0767, kb_relative_information_score: -1243.1992, mean_absolute_error: 0.2552, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8032, predictive_accuracy: 0.8354, prior_entropy: 0.6541, recall: 0.8354, relative_absolute_error: 0.9112, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3571, root_relative_squared_error: 0.9542, scimark_benchmark: 1251.1518, usercpu_time_millis: 2018.285, usercpu_time_millis_testing: 34.585, usercpu_time_millis_training: 1983.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5854, f_measure: 0.7572, kappa: 0.0088, kb_relative_information_score: 137.3471, mean_absolute_error: 0.2783, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8201, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3729, root_relative_squared_error: 0.9965, scimark_benchmark: 1269.0771, usercpu_time_millis: 15263.113, usercpu_time_millis_testing: 10.663, usercpu_time_millis_training: 15252.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5551, f_measure: 0.7578, kappa: 0.0109, kb_relative_information_score: 90.4529, mean_absolute_error: 0.2783, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8085, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.9962, scimark_benchmark: 1301.07, usercpu_time_millis: 5180.067, usercpu_time_millis_testing: 26.427, usercpu_time_millis_training: 5153.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5832, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: 132.4326, mean_absolute_error: 0.2781, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8214, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9928, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3727, root_relative_squared_error: 0.9959, scimark_benchmark: 1300.6806, usercpu_time_millis: 4772.327, usercpu_time_millis_testing: 23.729, usercpu_time_millis_training: 4748.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5931, f_measure: 0.7576, kappa: 0.01, kb_relative_information_score: 119.2054, mean_absolute_error: 0.2782, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8157, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.9962, scimark_benchmark: 1277.7321, usercpu_time_millis: 4310.591, usercpu_time_millis_testing: 12.322, usercpu_time_millis_training: 4298.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5876, f_measure: 0.757, kappa: 0.0076, kb_relative_information_score: 118.1682, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8089, predictive_accuracy: 0.8321, prior_entropy: 0.6541, recall: 0.8321, relative_absolute_error: 0.994, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3731, root_relative_squared_error: 0.9968, scimark_benchmark: 1317.2949, usercpu_time_millis: 3625.992, usercpu_time_millis_testing: 11.342, usercpu_time_millis_training: 3614.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5854, f_measure: 0.7575, kappa: 0.0097, kb_relative_information_score: 131.4203, mean_absolute_error: 0.2783, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8208, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3729, root_relative_squared_error: 0.9963, scimark_benchmark: 1279.613, usercpu_time_millis: 8389.554, usercpu_time_millis_testing: 11.27, usercpu_time_millis_training: 8378.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5952, f_measure: 0.7573, kappa: 0.0088, kb_relative_information_score: 120.2333, mean_absolute_error: 0.2782, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8138, predictive_accuracy: 0.8322, prior_entropy: 0.6541, recall: 0.8322, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3728, root_relative_squared_error: 0.9961, scimark_benchmark: 1301.8325, usercpu_time_millis: 3339.541, usercpu_time_millis_testing: 10.94, usercpu_time_millis_training: 3328.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5214, f_measure: 0.7552, kappa: 0.0004, kb_relative_information_score: 21.1353, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8038, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.9999, scimark_benchmark: 1310.7045, usercpu_time_millis: 3471.603, usercpu_time_millis_testing: 14.008, usercpu_time_millis_training: 3457.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6798, f_measure: 0.7551, kb_relative_information_score: -2560.5099, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9568, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.364, root_relative_squared_error: 0.9727, scimark_benchmark: 1258.1974, usercpu_time_millis: 1042.933, usercpu_time_millis_testing: 12.305, usercpu_time_millis_training: 1030.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.645, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3465.5871, mean_absolute_error: 0.2702, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9646, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9816, scimark_benchmark: 1282.6225, usercpu_time_millis: 670.253, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 670.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7106, f_measure: 0.7852, kappa: 0.1292, kb_relative_information_score: -495.2777, mean_absolute_error: 0.2482, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8007, predictive_accuracy: 0.8366, prior_entropy: 0.6541, recall: 0.8366, relative_absolute_error: 0.8859, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.9529, scimark_benchmark: 1256.7102, usercpu_time_millis: 1619.188, usercpu_time_millis_testing: 35.146, usercpu_time_millis_training: 1584.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7142, f_measure: 0.7805, kappa: 0.1078, kb_relative_information_score: -744.9626, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8031, predictive_accuracy: 0.8366, prior_entropy: 0.6541, recall: 0.8366, relative_absolute_error: 0.8985, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.356, root_relative_squared_error: 0.9512, scimark_benchmark: 1276.9723, usercpu_time_millis: 2319.128, usercpu_time_millis_testing: 28.097, usercpu_time_millis_training: 2291.031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7152, f_measure: 0.7713, kappa: 0.0674, kb_relative_information_score: -964.1299, mean_absolute_error: 0.2553, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8111, predictive_accuracy: 0.8358, prior_entropy: 0.6541, recall: 0.8358, relative_absolute_error: 0.9114, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.356, root_relative_squared_error: 0.9512, scimark_benchmark: 1250.2998, usercpu_time_millis: 2995.687, usercpu_time_millis_testing: 66.307, usercpu_time_millis_training: 2929.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.693, f_measure: 0.7893, kappa: 0.1575, kb_relative_information_score: -689.3634, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7846, predictive_accuracy: 0.8283, prior_entropy: 0.6541, recall: 0.8283, relative_absolute_error: 0.8672, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.9739, scimark_benchmark: 1278.6225, usercpu_time_millis: 5062.553, usercpu_time_millis_testing: 88.925, usercpu_time_millis_training: 4973.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6857, f_measure: 0.7887, kappa: 0.1574, kb_relative_information_score: -628.9253, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7821, predictive_accuracy: 0.8262, prior_entropy: 0.6541, recall: 0.8262, relative_absolute_error: 0.863, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9819, scimark_benchmark: 1254.964, usercpu_time_millis: 3139.983, usercpu_time_millis_testing: 65.534, usercpu_time_millis_training: 3074.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6431, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3502.9403, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.818, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.982, scimark_benchmark: 1262.0268, usercpu_time_millis: 715.525, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 715.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7086, f_measure: 0.7681, kappa: 0.0539, kb_relative_information_score: -1410.9399, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8085, predictive_accuracy: 0.8348, prior_entropy: 0.6541, recall: 0.8348, relative_absolute_error: 0.9203, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.9557, scimark_benchmark: 1267.4795, usercpu_time_millis: 5180.75, usercpu_time_millis_testing: 97.007, usercpu_time_millis_training: 5083.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7113, f_measure: 0.7842, kappa: 0.1248, kb_relative_information_score: -800.0967, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7999, predictive_accuracy: 0.8363, prior_entropy: 0.6541, recall: 0.8363, relative_absolute_error: 0.8919, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.9531, scimark_benchmark: 1253.311, usercpu_time_millis: 3661.258, usercpu_time_millis_testing: 71.917, usercpu_time_millis_training: 3589.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3466.3297, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.9822, scimark_benchmark: 1274.0846, usercpu_time_millis: 1041.712, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1041.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, f_measure: 0.7552, kappa: 0.0001, kb_relative_information_score: -2146.7487, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7477, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.973, scimark_benchmark: 1236.4917, usercpu_time_millis: 1439.817, usercpu_time_millis_testing: 23.628, usercpu_time_millis_training: 1416.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7091, f_measure: 0.7846, kappa: 0.127, kb_relative_information_score: -791.4792, mean_absolute_error: 0.2493, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7986, predictive_accuracy: 0.836, prior_entropy: 0.6541, recall: 0.836, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.9548, scimark_benchmark: 1278.1069, usercpu_time_millis: 3316.695, usercpu_time_millis_testing: 68.074, usercpu_time_millis_training: 3248.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6965, f_measure: 0.788, kappa: 0.1468, kb_relative_information_score: 1003.7709, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7887, predictive_accuracy: 0.8318, prior_entropy: 0.6541, recall: 0.8318, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.9677, scimark_benchmark: 1281.335, usercpu_time_millis: 2598.597, usercpu_time_millis_testing: 35.396, usercpu_time_millis_training: 2563.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7044, f_measure: 0.7628, kappa: 0.0316, kb_relative_information_score: -2264.8813, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.814, predictive_accuracy: 0.8337, prior_entropy: 0.6541, recall: 0.8337, relative_absolute_error: 0.9544, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.9615, scimark_benchmark: 1273.0112, usercpu_time_millis: 3105.213, usercpu_time_millis_testing: 77.555, usercpu_time_millis_training: 3027.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.7697, kappa: 0.0608, kb_relative_information_score: -1329.3533, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8116, predictive_accuracy: 0.8354, prior_entropy: 0.6541, recall: 0.8354, relative_absolute_error: 0.9206, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3565, root_relative_squared_error: 0.9527, scimark_benchmark: 1289.0322, usercpu_time_millis: 5298.254, usercpu_time_millis_testing: 87.429, usercpu_time_millis_training: 5210.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6392, f_measure: 0.7577, kappa: 0.0106, kb_relative_information_score: -3364.7803, mean_absolute_error: 0.2713, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8141, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9686, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.9828, scimark_benchmark: 1266.5016, usercpu_time_millis: 610.782, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 610.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5569, f_measure: 0.7579, kappa: 0.0113, kb_relative_information_score: -44.9903, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8126, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9948, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3727, root_relative_squared_error: 0.9958, scimark_benchmark: 1301.5904, usercpu_time_millis: 4914.683, usercpu_time_millis_testing: 23.851, usercpu_time_millis_training: 4890.832,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6381, f_measure: 0.7577, kappa: 0.0105, kb_relative_information_score: -3330.7293, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8172, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.368, root_relative_squared_error: 0.9833, scimark_benchmark: 1293.4207, usercpu_time_millis: 593.44, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 593.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3420.0342, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9643, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.9816, scimark_benchmark: 1296.204, usercpu_time_millis: 644.369, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 644.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.7551, kb_relative_information_score: -20711.0563, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1.1698, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3797, root_relative_squared_error: 1.0146, scimark_benchmark: 1263.0198, usercpu_time_millis: 559.054, usercpu_time_millis_testing: 7.716, usercpu_time_millis_training: 551.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.679, f_measure: 0.7551, kb_relative_information_score: -2365.3471, mean_absolute_error: 0.2702, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9645, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.9739, scimark_benchmark: 1292.3289, usercpu_time_millis: 1529.936, usercpu_time_millis_testing: 17.238, usercpu_time_millis_training: 1512.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7141, f_measure: 0.7735, kappa: 0.0769, kb_relative_information_score: -1009.1745, mean_absolute_error: 0.2546, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8052, predictive_accuracy: 0.8357, prior_entropy: 0.6541, recall: 0.8357, relative_absolute_error: 0.9088, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3562, root_relative_squared_error: 0.9519, scimark_benchmark: 1284.6901, usercpu_time_millis: 1869.357, usercpu_time_millis_testing: 42.605, usercpu_time_millis_training: 1826.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.7578, kappa: 0.0109, kb_relative_information_score: -3436.3715, mean_absolute_error: 0.271, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8148, predictive_accuracy: 0.8323, prior_entropy: 0.6541, recall: 0.8323, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3676, root_relative_squared_error: 0.9824, scimark_benchmark: 1288.4915, usercpu_time_millis: 1118.673, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 1118.608,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3371.0707, mean_absolute_error: 0.2702, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8162, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9644, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9816, scimark_benchmark: 1268.884, usercpu_time_millis: 309.727, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 309.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6375, f_measure: 0.7577, kappa: 0.0108, kb_relative_information_score: -3323.6063, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8179, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.368, root_relative_squared_error: 0.9833, scimark_benchmark: 1275.3004, usercpu_time_millis: 642.522, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 642.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.7579, kappa: 0.0114, kb_relative_information_score: -3508.0653, mean_absolute_error: 0.2703, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.818, predictive_accuracy: 0.8324, prior_entropy: 0.6541, recall: 0.8324, relative_absolute_error: 0.9651, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.9817, scimark_benchmark: 1263.6616, usercpu_time_millis: 804.992, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 804.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7105, f_measure: 0.7689, kappa: 0.0572, kb_relative_information_score: -1255.1514, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.8108, predictive_accuracy: 0.8351, prior_entropy: 0.6541, recall: 0.8351, relative_absolute_error: 0.9175, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.9546, scimark_benchmark: 1267.5278, usercpu_time_millis: 881.878, usercpu_time_millis_testing: 18.102, usercpu_time_millis_training: 863.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, f_measure: 0.7552, kappa: 0.0002, kb_relative_information_score: -89.5171, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.86, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1227.5539, usercpu_time_millis: 1.655, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.595,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1248.0767, usercpu_time_millis: 2.536, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 2.498,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1269.0927, usercpu_time_millis: 1.64, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 1.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1244.2411, usercpu_time_millis: 3.171, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 3.131,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1271.236, usercpu_time_millis: 1.284, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 1.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1257.601, usercpu_time_millis: 2.851, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 2.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1276.932, usercpu_time_millis: 1.885, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7551, kb_relative_information_score: 1.0609, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.6915, predictive_accuracy: 0.8316, prior_entropy: 0.6541, recall: 0.8316, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3742, root_relative_squared_error: 1, scimark_benchmark: 1261.1942, usercpu_time_millis: 1.558, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.527,

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