Task
Supervised Classification on mozilla4

Supervised Classification on mozilla4

Task 3899 Supervised Classification mozilla4 107074 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9504, kappa: 0.886, kb_relative_information_score: 12872.2803, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.953, predictive_accuracy: 0.9512, prior_entropy: 0.9135, recall: 0.9512, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.4121, scimark_benchmark: 1262.0588, usercpu_time_millis: 1105.912, usercpu_time_millis_testing: 43.436, usercpu_time_millis_training: 1062.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.932, kappa: 0.8427, kb_relative_information_score: 8842.1187, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9399, predictive_accuracy: 0.9341, prior_entropy: 0.9135, recall: 0.9341, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.5808, scimark_benchmark: 1231.5725, usercpu_time_millis: 211.178, usercpu_time_millis_testing: 20.382, usercpu_time_millis_training: 190.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9326, kappa: 0.844, kb_relative_information_score: 11727.0151, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.4793, scimark_benchmark: 1260.5467, usercpu_time_millis: 39.453, usercpu_time_millis_testing: 2.504, usercpu_time_millis_training: 36.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9325, kappa: 0.8439, kb_relative_information_score: 11527.0399, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9346, prior_entropy: 0.9135, recall: 0.9346, relative_absolute_error: 0.2858, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.4978, scimark_benchmark: 1260.8305, usercpu_time_millis: 62.523, usercpu_time_millis_testing: 5.035, usercpu_time_millis_training: 57.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.942, kappa: 0.8663, kb_relative_information_score: 10577.3875, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9472, predictive_accuracy: 0.9435, prior_entropy: 0.9135, recall: 0.9435, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.4865, scimark_benchmark: 1259.5625, usercpu_time_millis: 76.002, usercpu_time_millis_testing: 5.759, usercpu_time_millis_training: 70.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9328, kappa: 0.8446, kb_relative_information_score: 11935.3743, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9403, predictive_accuracy: 0.9348, prior_entropy: 0.9135, recall: 0.9348, relative_absolute_error: 0.2538, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.4723, scimark_benchmark: 1237.7049, usercpu_time_millis: 170.555, usercpu_time_millis_testing: 12.111, usercpu_time_millis_training: 158.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9416, kappa: 0.8655, kb_relative_information_score: 12392.842, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9463, predictive_accuracy: 0.943, prior_entropy: 0.9135, recall: 0.943, relative_absolute_error: 0.2181, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4535, scimark_benchmark: 1257.9695, usercpu_time_millis: 495.594, usercpu_time_millis_testing: 20.467, usercpu_time_millis_training: 475.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9472, kappa: 0.8785, kb_relative_information_score: 12719.6549, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9505, predictive_accuracy: 0.9482, prior_entropy: 0.9135, recall: 0.9482, relative_absolute_error: 0.1953, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4238, scimark_benchmark: 1259.1701, usercpu_time_millis: 848.376, usercpu_time_millis_testing: 42.153, usercpu_time_millis_training: 806.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9465, kappa: 0.877, kb_relative_information_score: 12688.6391, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9499, predictive_accuracy: 0.9476, prior_entropy: 0.9135, recall: 0.9476, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4286, scimark_benchmark: 1267.9807, usercpu_time_millis: 279.259, usercpu_time_millis_testing: 10.945, usercpu_time_millis_training: 268.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9518, kappa: 0.8893, kb_relative_information_score: 12914.9352, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9542, predictive_accuracy: 0.9526, prior_entropy: 0.9135, recall: 0.9526, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.4086, scimark_benchmark: 1252.6302, usercpu_time_millis: 283.897, usercpu_time_millis_testing: 16.618, usercpu_time_millis_training: 267.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.941, kappa: 0.8638, kb_relative_information_score: 10537.7844, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9462, predictive_accuracy: 0.9424, prior_entropy: 0.9135, recall: 0.9424, relative_absolute_error: 0.3762, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.4901, scimark_benchmark: 1261.7291, usercpu_time_millis: 135.593, usercpu_time_millis_testing: 9.405, usercpu_time_millis_training: 126.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9414, kappa: 0.8648, kb_relative_information_score: 12340.9306, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9462, predictive_accuracy: 0.9427, prior_entropy: 0.9135, recall: 0.9427, relative_absolute_error: 0.2218, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4574, scimark_benchmark: 1271.4675, usercpu_time_millis: 475.125, usercpu_time_millis_testing: 24.473, usercpu_time_millis_training: 450.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9364, kappa: 0.8531, kb_relative_information_score: 12142.718, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9429, predictive_accuracy: 0.9382, prior_entropy: 0.9135, recall: 0.9382, relative_absolute_error: 0.2364, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4695, scimark_benchmark: 1237.9631, usercpu_time_millis: 5.92, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 5.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9451, kappa: 0.8737, kb_relative_information_score: 12639.6525, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9486, predictive_accuracy: 0.9462, prior_entropy: 0.9135, recall: 0.9462, relative_absolute_error: 0.2003, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.204, root_relative_squared_error: 0.4343, scimark_benchmark: 1257.6661, usercpu_time_millis: 1098.525, usercpu_time_millis_testing: 38.444, usercpu_time_millis_training: 1060.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.8867, kappa: 0.7384, kb_relative_information_score: 10434.8026, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8911, predictive_accuracy: 0.8899, prior_entropy: 0.9135, recall: 0.8899, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.6255, scimark_benchmark: 1240.7653, usercpu_time_millis: 1.142, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 1.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8511, kappa: 0.6645, kb_relative_information_score: 6213.614, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8523, predictive_accuracy: 0.8502, prior_entropy: 0.9135, recall: 0.8502, relative_absolute_error: 0.6181, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.7632, scimark_benchmark: 1307.2723, usercpu_time_millis: 196.362, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 196.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8499, kappa: 0.6625, kb_relative_information_score: 6141.7408, mean_absolute_error: 0.2747, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8517, predictive_accuracy: 0.8488, prior_entropy: 0.9135, recall: 0.8488, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.7663, scimark_benchmark: 1273.4727, usercpu_time_millis: 156.769, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 156.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9821, f_measure: 0.9499, kappa: 0.8849, kb_relative_information_score: 12813.7757, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9527, predictive_accuracy: 0.9508, prior_entropy: 0.9135, recall: 0.9508, relative_absolute_error: 0.1891, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4149, scimark_benchmark: 1254.0746, usercpu_time_millis: 147, usercpu_time_millis_testing: 7.355, usercpu_time_millis_training: 139.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.942, kappa: 0.8663, kb_relative_information_score: 12324.5833, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9465, predictive_accuracy: 0.9433, prior_entropy: 0.9135, recall: 0.9433, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.4573, scimark_benchmark: 1242.7002, usercpu_time_millis: 106.001, usercpu_time_millis_testing: 6.842, usercpu_time_millis_training: 99.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9404, kappa: 0.8625, kb_relative_information_score: 10455.5717, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9459, predictive_accuracy: 0.9419, prior_entropy: 0.9135, recall: 0.9419, relative_absolute_error: 0.3822, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.4954, scimark_benchmark: 1244.4243, usercpu_time_millis: 350.669, usercpu_time_millis_testing: 24.615, usercpu_time_millis_training: 326.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8877, f_measure: 0.8499, kappa: 0.6626, kb_relative_information_score: 6142.4966, mean_absolute_error: 0.2747, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8517, predictive_accuracy: 0.8489, prior_entropy: 0.9135, recall: 0.8489, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.7663, scimark_benchmark: 1298.254, usercpu_time_millis: 2.693, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 2.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, f_measure: 0.9347, kappa: 0.8491, kb_relative_information_score: 12154.0359, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9411, predictive_accuracy: 0.9365, prior_entropy: 0.9135, recall: 0.9365, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.4842, scimark_benchmark: 1268.837, usercpu_time_millis: 1.994, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 1.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.932, kappa: 0.8428, kb_relative_information_score: 8176.0231, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9398, predictive_accuracy: 0.9341, prior_entropy: 0.9135, recall: 0.9341, relative_absolute_error: 0.5446, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2879, root_relative_squared_error: 0.6129, scimark_benchmark: 1262.55, usercpu_time_millis: 109.407, usercpu_time_millis_testing: 9.046, usercpu_time_millis_training: 100.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.9337, kappa: 0.8467, kb_relative_information_score: 10057.4352, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.941, predictive_accuracy: 0.9357, prior_entropy: 0.9135, recall: 0.9357, relative_absolute_error: 0.4094, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.521, scimark_benchmark: 1257.5096, usercpu_time_millis: 246.169, usercpu_time_millis_testing: 18.81, usercpu_time_millis_training: 227.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.9321, kappa: 0.8429, kb_relative_information_score: 9938.6331, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9399, predictive_accuracy: 0.9342, prior_entropy: 0.9135, recall: 0.9342, relative_absolute_error: 0.4196, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.5428, scimark_benchmark: 1306.2091, usercpu_time_millis: 546.906, usercpu_time_millis_testing: 8.617, usercpu_time_millis_training: 538.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9323, kappa: 0.8435, kb_relative_information_score: 11831.0473, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9399, predictive_accuracy: 0.9344, prior_entropy: 0.9135, recall: 0.9344, relative_absolute_error: 0.2615, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4772, scimark_benchmark: 1264.3785, usercpu_time_millis: 382.815, usercpu_time_millis_testing: 27.173, usercpu_time_millis_training: 355.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9328, kappa: 0.8445, kb_relative_information_score: 11789.1409, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9404, predictive_accuracy: 0.9348, prior_entropy: 0.9135, recall: 0.9348, relative_absolute_error: 0.2658, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.4774, scimark_benchmark: 1257.8948, usercpu_time_millis: 104.919, usercpu_time_millis_testing: 6.908, usercpu_time_millis_training: 98.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9542, kappa: 0.8951, kb_relative_information_score: 13119.7541, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9556, predictive_accuracy: 0.9548, prior_entropy: 0.9135, recall: 0.9548, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.4018, scimark_benchmark: 1274.2777, usercpu_time_millis: 686.27, usercpu_time_millis_testing: 20.069, usercpu_time_millis_training: 666.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9396, kappa: 0.8607, kb_relative_information_score: 10466.6391, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9453, predictive_accuracy: 0.9412, prior_entropy: 0.9135, recall: 0.9412, relative_absolute_error: 0.3808, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.4963, scimark_benchmark: 1248.5064, usercpu_time_millis: 330.438, usercpu_time_millis_testing: 22.21, usercpu_time_millis_training: 308.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9542, kappa: 0.8949, kb_relative_information_score: 13024.3144, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.9561, predictive_accuracy: 0.9548, prior_entropy: 0.9135, recall: 0.9548, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.189, root_relative_squared_error: 0.4024, scimark_benchmark: 1251.1384, usercpu_time_millis: 974.897, usercpu_time_millis_testing: 40.486, usercpu_time_millis_training: 934.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1289.4101, usercpu_time_millis: 0.827, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1283.3867, usercpu_time_millis: 0.633, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1290.2983, usercpu_time_millis: 0.564, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1279.6216, usercpu_time_millis: 1.172, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 1.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1273.6213, usercpu_time_millis: 1.071, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 1.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1278.1152, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1290.7037, usercpu_time_millis: 0.583, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1278.0213, usercpu_time_millis: 0.57, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1290.7667, usercpu_time_millis: 0.545, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.4319, usercpu_time_millis: 0.554, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1286.4678, usercpu_time_millis: 0.478, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1270.7012, usercpu_time_millis: 1.111, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 1.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1280.232, usercpu_time_millis: 1.106, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1300.2611, usercpu_time_millis: 0.495, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1298.2773, usercpu_time_millis: 0.479, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.0738, usercpu_time_millis: 0.547, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1295.0724, usercpu_time_millis: 0.504, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.3629, usercpu_time_millis: 0.953, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1275.3312, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1301.4025, usercpu_time_millis: 0.643, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1279.3672, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1298.4302, usercpu_time_millis: 0.002, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: -0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1280.9077, usercpu_time_millis: 0.485, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5394, kb_relative_information_score: 0.2147, mean_absolute_error: 0.4412, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.4508, predictive_accuracy: 0.6714, prior_entropy: 0.9135, recall: 0.6714, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.4697, root_relative_squared_error: 1, scimark_benchmark: 1274.9856, usercpu_time_millis: 0.913, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1298.4637, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1297.8466, usercpu_time_millis: 0.636, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.619,
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: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1275.0731, usercpu_time_millis: 0.991, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1274.2898, usercpu_time_millis: 0.925, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1286.476, usercpu_time_millis: 0.903, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1306.0409, usercpu_time_millis: 0.871, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1273.2633, usercpu_time_millis: 0.828, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1289.0846, usercpu_time_millis: 0.722, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1292.889, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1287.1359, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1284.4031, usercpu_time_millis: 1.151, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 1.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1282.2089, usercpu_time_millis: 1.7, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 1.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1272.376, usercpu_time_millis: 0.992, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.959,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1296.3465, usercpu_time_millis: 0.89, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9322, kappa: 0.843, kb_relative_information_score: 11720.2196, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.94, predictive_accuracy: 0.9343, prior_entropy: 0.9135, recall: 0.9343, relative_absolute_error: 0.2711, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.5211, scimark_benchmark: 1273.0188, usercpu_time_millis: 0.945, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.884,
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Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs