OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 145833 Supervised Classification bank-marketing 22645 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8283, kappa: 0.001, kb_relative_information_score: 2277.6929, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.8831, prior_entropy: 0.5207, recall: 0.8831, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.8484, scimark_benchmark: 1177.8612, usercpu_time_millis: 571.838, usercpu_time_millis_testing: 23.704, usercpu_time_millis_training: 548.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.883, kappa: 0.3751, kb_relative_information_score: 5357.8436, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8974, prior_entropy: 0.5207, recall: 0.8974, relative_absolute_error: 0.7131, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.8326, scimark_benchmark: 1208.2189, usercpu_time_millis: 198.331, usercpu_time_millis_testing: 9.217, usercpu_time_millis_training: 189.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8997, kappa: 0.489, kb_relative_information_score: 8908.8971, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9053, prior_entropy: 0.5207, recall: 0.9053, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.7913, scimark_benchmark: 1194.6673, usercpu_time_millis: 2359.129, usercpu_time_millis_testing: 37.411, usercpu_time_millis_training: 2321.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8977, kappa: 0.4756, kb_relative_information_score: 8333.9765, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8947, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6424, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.7975, scimark_benchmark: 1181.9968, usercpu_time_millis: 7283.373, usercpu_time_millis_testing: 111.409, usercpu_time_millis_training: 7171.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8876, kappa: 0.3936, kb_relative_information_score: 6990.8457, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8887, predictive_accuracy: 0.9032, prior_entropy: 0.5207, recall: 0.9032, relative_absolute_error: 0.6775, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.7979, scimark_benchmark: 1194.814, usercpu_time_millis: 2434.375, usercpu_time_millis_testing: 130.583, usercpu_time_millis_training: 2303.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.8867, kappa: 0.3945, kb_relative_information_score: 5652.5898, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.9005, prior_entropy: 0.5207, recall: 0.9005, relative_absolute_error: 0.6943, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.8181, scimark_benchmark: 1189.8347, usercpu_time_millis: 1667.741, usercpu_time_millis_testing: 72.824, usercpu_time_millis_training: 1594.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.8683, kappa: 0.258, kb_relative_information_score: 5392.7364, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.8974, prior_entropy: 0.5207, recall: 0.8974, relative_absolute_error: 0.7212, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.262, root_relative_squared_error: 0.8152, scimark_benchmark: 1194.8749, usercpu_time_millis: 640.838, usercpu_time_millis_testing: 39.401, usercpu_time_millis_training: 601.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9, kappa: 0.487, kb_relative_information_score: 9576.7066, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6218, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.7806, scimark_benchmark: 1189.876, usercpu_time_millis: 213.059, usercpu_time_millis_testing: 8.841, usercpu_time_millis_training: 204.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8768, kappa: 0.3381, kb_relative_information_score: 3677.4184, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8738, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.8411, scimark_benchmark: 1202.4821, usercpu_time_millis: 547.07, usercpu_time_millis_testing: 10.107, usercpu_time_millis_training: 536.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.927, f_measure: 0.8923, kappa: 0.4318, kb_relative_information_score: 7780.6443, mean_absolute_error: 0.1355, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8904, predictive_accuracy: 0.9035, prior_entropy: 0.5207, recall: 0.9035, relative_absolute_error: 0.6556, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.7932, scimark_benchmark: 1193.5117, usercpu_time_millis: 1336.138, usercpu_time_millis_testing: 37.159, usercpu_time_millis_training: 1298.979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8899, kappa: 0.4132, kb_relative_information_score: 6985.8162, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8889, predictive_accuracy: 0.9029, prior_entropy: 0.5207, recall: 0.9029, relative_absolute_error: 0.6712, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.7999, scimark_benchmark: 1201.315, usercpu_time_millis: 118.024, usercpu_time_millis_testing: 4.668, usercpu_time_millis_training: 113.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.9011, kappa: 0.49, kb_relative_information_score: 8737.1359, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8985, predictive_accuracy: 0.9081, prior_entropy: 0.5207, recall: 0.9081, relative_absolute_error: 0.6389, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7822, scimark_benchmark: 1194.7048, usercpu_time_millis: 969.114, usercpu_time_millis_testing: 64.617, usercpu_time_millis_training: 904.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7195, f_measure: 0.8284, kappa: 0.0019, kb_relative_information_score: 91.035, mean_absolute_error: 0.2061, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.831, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9987, scimark_benchmark: 1268.5791, usercpu_time_millis: 5048.522, usercpu_time_millis_testing: 30.903, usercpu_time_millis_training: 5017.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6869, f_measure: 0.8655, kappa: 0.2486, kb_relative_information_score: 4108.2147, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.9061, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.306, root_relative_squared_error: 0.952, scimark_benchmark: 1250.4998, usercpu_time_millis: 9616.417, usercpu_time_millis_testing: 26.237, usercpu_time_millis_training: 9590.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.9014, kappa: 0.4981, kb_relative_information_score: 9786.6507, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8986, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7798, scimark_benchmark: 1192.1482, usercpu_time_millis: 1763.32, usercpu_time_millis_testing: 46.54, usercpu_time_millis_training: 1716.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.8669, kappa: 0.2559, kb_relative_information_score: 4892.2762, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8745, predictive_accuracy: 0.8941, prior_entropy: 0.5207, recall: 0.8941, relative_absolute_error: 0.7254, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.825, scimark_benchmark: 1199.2601, usercpu_time_millis: 1696.58, usercpu_time_millis_testing: 98.569, usercpu_time_millis_training: 1598.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.9009, kappa: 0.4902, kb_relative_information_score: 9639.6538, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8983, predictive_accuracy: 0.9078, prior_entropy: 0.5207, recall: 0.9078, relative_absolute_error: 0.6233, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.7801, scimark_benchmark: 1187.3579, usercpu_time_millis: 4536.305, usercpu_time_millis_testing: 155.293, usercpu_time_millis_training: 4381.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8855, kappa: 0.392, kb_relative_information_score: 5978.9107, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8985, prior_entropy: 0.5207, recall: 0.8985, relative_absolute_error: 0.6929, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.263, root_relative_squared_error: 0.8183, scimark_benchmark: 1204.6855, usercpu_time_millis: 2559.39, usercpu_time_millis_testing: 109.564, usercpu_time_millis_training: 2449.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.8961, kappa: 0.461, kb_relative_information_score: 7869.1698, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8932, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6532, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2564, root_relative_squared_error: 0.7977, scimark_benchmark: 1176.7119, usercpu_time_millis: 855.475, usercpu_time_millis_testing: 17.132, usercpu_time_millis_training: 838.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.8676, kappa: 0.2533, kb_relative_information_score: 5257.4469, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8974, prior_entropy: 0.5207, recall: 0.8974, relative_absolute_error: 0.7254, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.8171, scimark_benchmark: 1193.8718, usercpu_time_millis: 1020.356, usercpu_time_millis_testing: 61.449, usercpu_time_millis_training: 958.907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.896, kappa: 0.4547, kb_relative_information_score: 8023.7887, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8939, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6517, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.254, root_relative_squared_error: 0.7904, scimark_benchmark: 1181.475, usercpu_time_millis: 75.556, usercpu_time_millis_testing: 3.511, usercpu_time_millis_training: 72.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.8825, kappa: 0.3685, kb_relative_information_score: 5499.1201, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8813, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.7057, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.8207, scimark_benchmark: 1195.6724, usercpu_time_millis: 930.062, usercpu_time_millis_testing: 32.921, usercpu_time_millis_training: 897.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8811, kappa: 0.3502, kb_relative_information_score: 9446.6126, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.9001, prior_entropy: 0.5207, recall: 0.9001, relative_absolute_error: 0.7199, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.8434, scimark_benchmark: 1302.6764, usercpu_time_millis: 14244.484, usercpu_time_millis_testing: 24.709, usercpu_time_millis_training: 14219.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8712, kappa: 0.2869, kb_relative_information_score: 5092.8751, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8753, predictive_accuracy: 0.895, prior_entropy: 0.5207, recall: 0.895, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.8224, scimark_benchmark: 1194.7412, usercpu_time_millis: 1356.207, usercpu_time_millis_testing: 54.859, usercpu_time_millis_training: 1301.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.8849, kappa: 0.3743, kb_relative_information_score: 6578.2653, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8872, predictive_accuracy: 0.9022, prior_entropy: 0.5207, recall: 0.9022, relative_absolute_error: 0.6845, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.8014, scimark_benchmark: 1206.0516, usercpu_time_millis: 2988.903, usercpu_time_millis_testing: 118.726, usercpu_time_millis_training: 2870.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.8378, kappa: 0.0606, kb_relative_information_score: 3050.2434, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8819, predictive_accuracy: 0.8865, prior_entropy: 0.5207, recall: 0.8865, relative_absolute_error: 0.8468, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.8779, scimark_benchmark: 1188.6146, usercpu_time_millis: 659.682, usercpu_time_millis_testing: 44.749, usercpu_time_millis_training: 614.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9018, kappa: 0.5001, kb_relative_information_score: 10133.1515, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8991, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6111, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7785, scimark_benchmark: 1193.935, usercpu_time_millis: 1594.918, usercpu_time_millis_testing: 24.394, usercpu_time_millis_training: 1570.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.864, kappa: 0.2374, kb_relative_information_score: 6733.9178, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8717, predictive_accuracy: 0.8927, prior_entropy: 0.5207, recall: 0.8927, relative_absolute_error: 0.8266, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9043, scimark_benchmark: 1235.7718, usercpu_time_millis: 4059.516, usercpu_time_millis_testing: 29.373, usercpu_time_millis_training: 4030.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8985, kappa: 0.4775, kb_relative_information_score: 9909.3785, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9056, prior_entropy: 0.5207, recall: 0.9056, relative_absolute_error: 0.6179, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.7841, scimark_benchmark: 1194.8515, usercpu_time_millis: 785.948, usercpu_time_millis_testing: 24.987, usercpu_time_millis_training: 760.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8282, kb_relative_information_score: 1747.6423, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.866, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.8903, scimark_benchmark: 1193.2988, usercpu_time_millis: 1151.799, usercpu_time_millis_testing: 90.709, usercpu_time_millis_training: 1061.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8982, kappa: 0.469, kb_relative_information_score: 8804.178, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8959, predictive_accuracy: 0.907, prior_entropy: 0.5207, recall: 0.907, relative_absolute_error: 0.6409, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.784, scimark_benchmark: 1183.8702, usercpu_time_millis: 1453.176, usercpu_time_millis_testing: 69.434, usercpu_time_millis_training: 1383.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.9003, kappa: 0.4899, kb_relative_information_score: 9308.4076, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8974, predictive_accuracy: 0.9064, prior_entropy: 0.5207, recall: 0.9064, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7849, scimark_benchmark: 1184.8693, usercpu_time_millis: 1708.041, usercpu_time_millis_testing: 34.941, usercpu_time_millis_training: 1673.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.8614, kappa: 0.2117, kb_relative_information_score: 4749.66, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.8952, prior_entropy: 0.5207, recall: 0.8952, relative_absolute_error: 0.7525, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.8257, scimark_benchmark: 1188.5715, usercpu_time_millis: 433.329, usercpu_time_millis_testing: 24.736, usercpu_time_millis_training: 408.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.8757, kappa: 0.3134, kb_relative_information_score: 5481.0308, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8809, predictive_accuracy: 0.898, prior_entropy: 0.5207, recall: 0.898, relative_absolute_error: 0.7123, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.262, root_relative_squared_error: 0.8153, scimark_benchmark: 1194.3357, usercpu_time_millis: 1544.63, usercpu_time_millis_testing: 92.981, usercpu_time_millis_training: 1451.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8805, kappa: 0.358, kb_relative_information_score: 5360.1399, mean_absolute_error: 0.1446, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8785, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.7, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.8238, scimark_benchmark: 1188.3326, usercpu_time_millis: 3040.391, usercpu_time_millis_testing: 88.501, usercpu_time_millis_training: 2951.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8901, kappa: 0.4165, kb_relative_information_score: 6571.3199, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8886, predictive_accuracy: 0.9026, prior_entropy: 0.5207, recall: 0.9026, relative_absolute_error: 0.6745, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8055, scimark_benchmark: 1191.7633, usercpu_time_millis: 907.431, usercpu_time_millis_testing: 34.422, usercpu_time_millis_training: 873.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.9016, kappa: 0.4999, kb_relative_information_score: 10604.9656, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6027, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.7799, scimark_benchmark: 1197.2687, usercpu_time_millis: 1389.356, usercpu_time_millis_testing: 33.686, usercpu_time_millis_training: 1355.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8903, kappa: 0.4192, kb_relative_information_score: 6336.7741, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8884, predictive_accuracy: 0.9023, prior_entropy: 0.5207, recall: 0.9023, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.8097, scimark_benchmark: 1202.8631, usercpu_time_millis: 2324.524, usercpu_time_millis_testing: 89.382, usercpu_time_millis_training: 2235.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8878, kappa: 0.3965, kb_relative_information_score: 10980.2867, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8882, predictive_accuracy: 0.9027, prior_entropy: 0.5207, recall: 0.9027, relative_absolute_error: 0.6743, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.8295, scimark_benchmark: 1240.8869, usercpu_time_millis: 4649.405, usercpu_time_millis_testing: 26.347, usercpu_time_millis_training: 4623.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8973, kappa: 0.4688, kb_relative_information_score: 8772.6675, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.7888, scimark_benchmark: 1187.0599, usercpu_time_millis: 618.652, usercpu_time_millis_testing: 13.873, usercpu_time_millis_training: 604.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8983, kappa: 0.4757, kb_relative_information_score: 8418.1926, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8954, predictive_accuracy: 0.9055, prior_entropy: 0.5207, recall: 0.9055, relative_absolute_error: 0.6469, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.7919, scimark_benchmark: 1186.2411, usercpu_time_millis: 989.655, usercpu_time_millis_testing: 38.677, usercpu_time_millis_training: 950.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.8955, kappa: 0.4593, kb_relative_information_score: 7975.6934, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8926, predictive_accuracy: 0.9036, prior_entropy: 0.5207, recall: 0.9036, relative_absolute_error: 0.6496, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.801, scimark_benchmark: 1206.0967, usercpu_time_millis: 5818.569, usercpu_time_millis_testing: 94.891, usercpu_time_millis_training: 5723.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.9016, kappa: 0.4979, kb_relative_information_score: 9573.9786, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6199, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7793, scimark_benchmark: 1182.3966, usercpu_time_millis: 1170.985, usercpu_time_millis_testing: 32.307, usercpu_time_millis_training: 1138.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8838, kappa: 0.3671, kb_relative_information_score: 6823.2065, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8867, predictive_accuracy: 0.9018, prior_entropy: 0.5207, recall: 0.9018, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.8004, scimark_benchmark: 1185.1969, usercpu_time_millis: 1030.69, usercpu_time_millis_testing: 59.924, usercpu_time_millis_training: 970.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.892, kappa: 0.4315, kb_relative_information_score: 6738.2141, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8898, predictive_accuracy: 0.9029, prior_entropy: 0.5207, recall: 0.9029, relative_absolute_error: 0.6737, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.8054, scimark_benchmark: 1186.2989, usercpu_time_millis: 346.779, usercpu_time_millis_testing: 15.308, usercpu_time_millis_training: 331.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.8751, kappa: 0.305, kb_relative_information_score: 5516.7735, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.261, root_relative_squared_error: 0.8121, scimark_benchmark: 1188.0236, usercpu_time_millis: 1563.29, usercpu_time_millis_testing: 78.107, usercpu_time_millis_training: 1485.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.8584, kappa: 0.1922, kb_relative_information_score: 4240.4418, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.8941, prior_entropy: 0.5207, recall: 0.8941, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.8321, scimark_benchmark: 1195.5335, usercpu_time_millis: 802.633, usercpu_time_millis_testing: 47.025, usercpu_time_millis_training: 755.608,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8983, kappa: 0.4774, kb_relative_information_score: 8725.2162, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8954, predictive_accuracy: 0.9052, prior_entropy: 0.5207, recall: 0.9052, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.7906, scimark_benchmark: 1203.0539, usercpu_time_millis: 3687.412, usercpu_time_millis_testing: 91.533, usercpu_time_millis_training: 3595.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.9002, kappa: 0.4905, kb_relative_information_score: 9128.7719, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.7876, scimark_benchmark: 1189.58, usercpu_time_millis: 1569.507, usercpu_time_millis_testing: 30.582, usercpu_time_millis_training: 1538.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.8414, kappa: 0.0836, kb_relative_information_score: 3509.866, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8878, prior_entropy: 0.5207, recall: 0.8878, relative_absolute_error: 0.8348, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2791, root_relative_squared_error: 0.8685, scimark_benchmark: 1195.3063, usercpu_time_millis: 347.008, usercpu_time_millis_testing: 23.684, usercpu_time_millis_training: 323.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8596, kappa: 0.2103, kb_relative_information_score: 4672.4675, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8657, predictive_accuracy: 0.8901, prior_entropy: 0.5207, recall: 0.8901, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.8439, scimark_benchmark: 1196.9493, usercpu_time_millis: 3177.64, usercpu_time_millis_testing: 90.798, usercpu_time_millis_training: 3086.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.8811, kappa: 0.3634, kb_relative_information_score: 5033.3208, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8786, predictive_accuracy: 0.896, prior_entropy: 0.5207, recall: 0.896, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.8258, scimark_benchmark: 1159.5409, usercpu_time_millis: 3656.324, usercpu_time_millis_testing: 93.962, usercpu_time_millis_training: 3562.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8953, kappa: 0.4477, kb_relative_information_score: 8264.5333, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8938, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7872, scimark_benchmark: 1190.1721, usercpu_time_millis: 2294.129, usercpu_time_millis_testing: 128.746, usercpu_time_millis_training: 2165.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8986, kappa: 0.4736, kb_relative_information_score: 8731.0462, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9068, prior_entropy: 0.5207, recall: 0.9068, relative_absolute_error: 0.6411, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7862, scimark_benchmark: 1193.7044, usercpu_time_millis: 2336.064, usercpu_time_millis_testing: 123.309, usercpu_time_millis_training: 2212.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8984, kappa: 0.4762, kb_relative_information_score: 9570.9536, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8955, predictive_accuracy: 0.9057, prior_entropy: 0.5207, recall: 0.9057, relative_absolute_error: 0.6233, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.784, scimark_benchmark: 1192.1814, usercpu_time_millis: 640.758, usercpu_time_millis_testing: 25.982, usercpu_time_millis_training: 614.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.8994, kappa: 0.4775, kb_relative_information_score: 9299.9765, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8971, predictive_accuracy: 0.9077, prior_entropy: 0.5207, recall: 0.9077, relative_absolute_error: 0.6327, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7794, scimark_benchmark: 1194.5431, usercpu_time_millis: 619.127, usercpu_time_millis_testing: 22.518, usercpu_time_millis_training: 596.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8925, kappa: 0.4283, kb_relative_information_score: 12068.889, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8916, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.8295, scimark_benchmark: 1285.932, usercpu_time_millis: 6473.129, usercpu_time_millis_testing: 33.949, usercpu_time_millis_training: 6439.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8855, kappa: 0.3793, kb_relative_information_score: 6333.9191, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.9023, prior_entropy: 0.5207, recall: 0.9023, relative_absolute_error: 0.6846, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.8039, scimark_benchmark: 1199.9494, usercpu_time_millis: 1997.542, usercpu_time_millis_testing: 95.083, usercpu_time_millis_training: 1902.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8837, kappa: 0.3685, kb_relative_information_score: 5425.3956, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.9009, prior_entropy: 0.5207, recall: 0.9009, relative_absolute_error: 0.7002, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2621, root_relative_squared_error: 0.8154, scimark_benchmark: 1187.3109, usercpu_time_millis: 1377.472, usercpu_time_millis_testing: 67.855, usercpu_time_millis_training: 1309.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.9001, kappa: 0.4895, kb_relative_information_score: 10128.6564, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6115, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.252, root_relative_squared_error: 0.784, scimark_benchmark: 1180.9037, usercpu_time_millis: 2723.186, usercpu_time_millis_testing: 57.492, usercpu_time_millis_training: 2665.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8946, kappa: 0.4495, kb_relative_information_score: 7407.9027, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.892, predictive_accuracy: 0.9039, prior_entropy: 0.5207, recall: 0.9039, relative_absolute_error: 0.6606, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2569, root_relative_squared_error: 0.7993, scimark_benchmark: 1190.984, usercpu_time_millis: 1244.01, usercpu_time_millis_testing: 42.918, usercpu_time_millis_training: 1201.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8655, kappa: 0.2484, kb_relative_information_score: 4544.2286, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8716, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.736, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8381, scimark_benchmark: 1186.7008, usercpu_time_millis: 635.948, usercpu_time_millis_testing: 35.036, usercpu_time_millis_training: 600.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.8883, kappa: 0.4108, kb_relative_information_score: 6744.3236, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8997, prior_entropy: 0.5207, recall: 0.8997, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2597, root_relative_squared_error: 0.8081, scimark_benchmark: 1181.7673, usercpu_time_millis: 1571.985, usercpu_time_millis_testing: 84.009, usercpu_time_millis_training: 1487.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.885, kappa: 0.3919, kb_relative_information_score: 5479.9947, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8819, predictive_accuracy: 0.8973, prior_entropy: 0.5207, recall: 0.8973, relative_absolute_error: 0.7113, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8316, scimark_benchmark: 1197.9505, usercpu_time_millis: 1752.927, usercpu_time_millis_testing: 40.741, usercpu_time_millis_training: 1712.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8332, kappa: 0.032, kb_relative_information_score: 3210.4324, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8657, predictive_accuracy: 0.8844, prior_entropy: 0.5207, recall: 0.8844, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.849, scimark_benchmark: 1193.9835, usercpu_time_millis: 1549.464, usercpu_time_millis_testing: 64.489, usercpu_time_millis_training: 1484.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.8391, kappa: 0.0725, kb_relative_information_score: 2445.6274, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8544, predictive_accuracy: 0.8849, prior_entropy: 0.5207, recall: 0.8849, relative_absolute_error: 0.944, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.9654, scimark_benchmark: 1228.2073, usercpu_time_millis: 4261.62, usercpu_time_millis_testing: 31.35, usercpu_time_millis_training: 4230.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.881, kappa: 0.349, kb_relative_information_score: 4549.5122, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8845, predictive_accuracy: 0.9004, prior_entropy: 0.5207, recall: 0.9004, relative_absolute_error: 0.7172, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.8248, scimark_benchmark: 1211.8271, usercpu_time_millis: 2035.826, usercpu_time_millis_testing: 76.748, usercpu_time_millis_training: 1959.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8923, kappa: 0.4319, kb_relative_information_score: 7099.216, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8902, predictive_accuracy: 0.9033, prior_entropy: 0.5207, recall: 0.9033, relative_absolute_error: 0.6677, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.8002, scimark_benchmark: 1196.9924, usercpu_time_millis: 1592.319, usercpu_time_millis_testing: 82.292, usercpu_time_millis_training: 1510.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.902, kappa: 0.5019, kb_relative_information_score: 10061.3641, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8992, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6103, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7811, scimark_benchmark: 1200.9825, usercpu_time_millis: 4398.867, usercpu_time_millis_testing: 54.921, usercpu_time_millis_training: 4343.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9, kappa: 0.4894, kb_relative_information_score: 9316.8022, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8971, predictive_accuracy: 0.906, prior_entropy: 0.5207, recall: 0.906, relative_absolute_error: 0.6284, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7865, scimark_benchmark: 1165.1352, usercpu_time_millis: 696.85, usercpu_time_millis_testing: 15.972, usercpu_time_millis_training: 680.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.8808, kappa: 0.3538, kb_relative_information_score: 5850.3856, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.881, predictive_accuracy: 0.8982, prior_entropy: 0.5207, recall: 0.8982, relative_absolute_error: 0.6995, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2614, root_relative_squared_error: 0.8134, scimark_benchmark: 1208.26, usercpu_time_millis: 114.583, usercpu_time_millis_testing: 4.45, usercpu_time_millis_training: 110.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8883, kappa: 0.4017, kb_relative_information_score: 6864.8632, mean_absolute_error: 0.1392, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8878, predictive_accuracy: 0.9024, prior_entropy: 0.5207, recall: 0.9024, relative_absolute_error: 0.6737, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.8008, scimark_benchmark: 1198.9584, usercpu_time_millis: 2970.905, usercpu_time_millis_testing: 101.917, usercpu_time_millis_training: 2868.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8996, kappa: 0.4847, kb_relative_information_score: 9030.4762, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6341, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.787, scimark_benchmark: 1202.6942, usercpu_time_millis: 820.782, usercpu_time_millis_testing: 21.164, usercpu_time_millis_training: 799.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8999, kappa: 0.4842, kb_relative_information_score: 9197.08, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8971, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6287, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7857, scimark_benchmark: 1200.2249, usercpu_time_millis: 9317.302, usercpu_time_millis_testing: 144.758, usercpu_time_millis_training: 9172.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.8455, kappa: 0.1094, kb_relative_information_score: 3685.5255, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8827, predictive_accuracy: 0.8893, prior_entropy: 0.5207, recall: 0.8893, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.8409, scimark_benchmark: 1214.192, usercpu_time_millis: 334.317, usercpu_time_millis_testing: 16.224, usercpu_time_millis_training: 318.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.9016, kappa: 0.4987, kb_relative_information_score: 9965.0565, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9072, prior_entropy: 0.5207, recall: 0.9072, relative_absolute_error: 0.6141, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7815, scimark_benchmark: 1200.4588, usercpu_time_millis: 353.501, usercpu_time_millis_testing: 6.771, usercpu_time_millis_training: 346.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8515, kappa: 0.1525, kb_relative_information_score: 3142.7534, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8676, predictive_accuracy: 0.8893, prior_entropy: 0.5207, recall: 0.8893, relative_absolute_error: 0.7437, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2692, root_relative_squared_error: 0.8374, scimark_benchmark: 1204.0135, usercpu_time_millis: 365.155, usercpu_time_millis_testing: 21.995, usercpu_time_millis_training: 343.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.8918, kappa: 0.4251, kb_relative_information_score: 11489.3848, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8906, predictive_accuracy: 0.904, prior_entropy: 0.5207, recall: 0.904, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.8226, scimark_benchmark: 1296.4859, usercpu_time_millis: 15227.961, usercpu_time_millis_testing: 33.036, usercpu_time_millis_training: 15194.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8948, kappa: 0.451, kb_relative_information_score: 7248.421, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8921, predictive_accuracy: 0.904, prior_entropy: 0.5207, recall: 0.904, relative_absolute_error: 0.6659, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.8016, scimark_benchmark: 1200.5402, usercpu_time_millis: 1962.677, usercpu_time_millis_testing: 82.394, usercpu_time_millis_training: 1880.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.8774, kappa: 0.3396, kb_relative_information_score: 4966.6426, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.875, predictive_accuracy: 0.894, prior_entropy: 0.5207, recall: 0.894, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.829, scimark_benchmark: 1212.2773, usercpu_time_millis: 191.665, usercpu_time_millis_testing: 5.859, usercpu_time_millis_training: 185.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.8789, kappa: 0.3515, kb_relative_information_score: 5040.8412, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.876, predictive_accuracy: 0.8942, prior_entropy: 0.5207, recall: 0.8942, relative_absolute_error: 0.7032, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.8281, scimark_benchmark: 1194.1663, usercpu_time_millis: 1950.059, usercpu_time_millis_testing: 29.548, usercpu_time_millis_training: 1920.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8911, kappa: 0.4237, kb_relative_information_score: 6679.8251, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8893, predictive_accuracy: 0.9029, prior_entropy: 0.5207, recall: 0.9029, relative_absolute_error: 0.6716, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2587, root_relative_squared_error: 0.8049, scimark_benchmark: 1192.4925, usercpu_time_millis: 3531.205, usercpu_time_millis_testing: 110.888, usercpu_time_millis_training: 3420.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4747, f_measure: 0.8282, kappa: 0.0002, kb_relative_information_score: 23.0927, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8187, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.9997, scimark_benchmark: 1261.7431, usercpu_time_millis: 4285.262, usercpu_time_millis_testing: 30.145, usercpu_time_millis_training: 4255.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9132, f_measure: 0.8538, kappa: 0.1625, kb_relative_information_score: 3934.3448, mean_absolute_error: 0.1591, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8838, predictive_accuracy: 0.8923, prior_entropy: 0.5207, recall: 0.8923, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8354, scimark_benchmark: 1206.7551, usercpu_time_millis: 1977.394, usercpu_time_millis_testing: 124.718, usercpu_time_millis_training: 1852.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.896, kappa: 0.4607, kb_relative_information_score: 7992.9086, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8931, predictive_accuracy: 0.9043, prior_entropy: 0.5207, recall: 0.9043, relative_absolute_error: 0.6488, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.7983, scimark_benchmark: 1198.8409, usercpu_time_millis: 401.731, usercpu_time_millis_testing: 6.854, usercpu_time_millis_training: 394.877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8983, kappa: 0.4735, kb_relative_information_score: 8852.7041, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.637, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.253, root_relative_squared_error: 0.7871, scimark_benchmark: 1200.2115, usercpu_time_millis: 380.517, usercpu_time_millis_testing: 11.665, usercpu_time_millis_training: 368.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.902, kappa: 0.5021, kb_relative_information_score: 9883.0066, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8993, predictive_accuracy: 0.9073, prior_entropy: 0.5207, recall: 0.9073, relative_absolute_error: 0.6145, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7793, scimark_benchmark: 1202.3776, usercpu_time_millis: 1858.147, usercpu_time_millis_testing: 52.445, usercpu_time_millis_training: 1805.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8977, kappa: 0.4734, kb_relative_information_score: 8608.3486, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8947, predictive_accuracy: 0.9048, prior_entropy: 0.5207, recall: 0.9048, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.7925, scimark_benchmark: 1203.3576, usercpu_time_millis: 4115.862, usercpu_time_millis_testing: 78.098, usercpu_time_millis_training: 4037.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.8789, kappa: 0.3499, kb_relative_information_score: 5441.0479, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8762, predictive_accuracy: 0.8945, prior_entropy: 0.5207, recall: 0.8945, relative_absolute_error: 0.6937, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.8257, scimark_benchmark: 1209.2439, usercpu_time_millis: 7020.193, usercpu_time_millis_testing: 127.395, usercpu_time_millis_training: 6892.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8839, kappa: 0.3683, kb_relative_information_score: 6017.4005, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8863, predictive_accuracy: 0.9016, prior_entropy: 0.5207, recall: 0.9016, relative_absolute_error: 0.6912, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.8071, scimark_benchmark: 1211.3424, usercpu_time_millis: 2410.683, usercpu_time_millis_testing: 128.5, usercpu_time_millis_training: 2282.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.9006, kappa: 0.4885, kb_relative_information_score: 9834.1401, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8979, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6191, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.7799, scimark_benchmark: 1192.1815, usercpu_time_millis: 5526.799, usercpu_time_millis_testing: 125.281, usercpu_time_millis_training: 5401.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8968, kappa: 0.4627, kb_relative_information_score: 7881.3035, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9055, prior_entropy: 0.5207, recall: 0.9055, relative_absolute_error: 0.6545, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.7951, scimark_benchmark: 1207.0795, usercpu_time_millis: 2096.114, usercpu_time_millis_testing: 110.166, usercpu_time_millis_training: 1985.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.8282, kb_relative_information_score: 1003.1031, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2781, root_relative_squared_error: 0.8653, scimark_benchmark: 1204.4042, usercpu_time_millis: 74.572, usercpu_time_millis_testing: 3.899, usercpu_time_millis_training: 70.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8989, kappa: 0.4767, kb_relative_information_score: 8877.8194, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9066, prior_entropy: 0.5207, recall: 0.9066, relative_absolute_error: 0.6343, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.7874, scimark_benchmark: 1198.442, usercpu_time_millis: 1397.067, usercpu_time_millis_testing: 30.133, usercpu_time_millis_training: 1366.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.8869, kappa: 0.3953, kb_relative_information_score: 6161.0379, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8858, predictive_accuracy: 0.901, prior_entropy: 0.5207, recall: 0.901, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.8115, scimark_benchmark: 1172.0699, usercpu_time_millis: 1167.037, usercpu_time_millis_testing: 22.566, usercpu_time_millis_training: 1144.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.8708, kappa: 0.2752, kb_relative_information_score: 5009.9302, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.7248, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.8174, scimark_benchmark: 1204.1238, usercpu_time_millis: 585.812, usercpu_time_millis_testing: 23.923, usercpu_time_millis_training: 561.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8282, kb_relative_information_score: 2108.8285, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.8507, scimark_benchmark: 1210.4249, usercpu_time_millis: 330.55, usercpu_time_millis_testing: 18.046, usercpu_time_millis_training: 312.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8979, kappa: 0.471, kb_relative_information_score: 8450.0145, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8952, predictive_accuracy: 0.9059, prior_entropy: 0.5207, recall: 0.9059, relative_absolute_error: 0.6463, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.7885, scimark_benchmark: 1214.8438, usercpu_time_millis: 1633.408, usercpu_time_millis_testing: 81.767, usercpu_time_millis_training: 1551.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8872, kappa: 0.3906, kb_relative_information_score: 6448.2261, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8885, predictive_accuracy: 0.903, prior_entropy: 0.5207, recall: 0.903, relative_absolute_error: 0.6838, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.8032, scimark_benchmark: 1201.6509, usercpu_time_millis: 1853.257, usercpu_time_millis_testing: 117.136, usercpu_time_millis_training: 1736.121,

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

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