Task
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9629, kappa: 0.9089, kb_relative_information_score: 28765.2141, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9629, predictive_accuracy: 0.963, prior_entropy: 0.863, recall: 0.963, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.17, root_relative_squared_error: 0.3764, scimark_benchmark: 1282.6142, usercpu_time_millis: 2264.652, usercpu_time_millis_testing: 45.224, usercpu_time_millis_training: 2219.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9611, kappa: 0.9044, kb_relative_information_score: 28536.2613, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.961, predictive_accuracy: 0.9611, prior_entropy: 0.863, recall: 0.9611, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.3859, scimark_benchmark: 1243.5922, usercpu_time_millis: 3601.694, usercpu_time_millis_testing: 78.517, usercpu_time_millis_training: 3523.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9565, kappa: 0.8932, kb_relative_information_score: 27564.0267, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9565, predictive_accuracy: 0.9567, prior_entropy: 0.863, recall: 0.9567, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4114, scimark_benchmark: 1267.593, usercpu_time_millis: 427.218, usercpu_time_millis_testing: 12.151, usercpu_time_millis_training: 415.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9512, kappa: 0.8796, kb_relative_information_score: 26635.9047, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9512, predictive_accuracy: 0.9515, prior_entropy: 0.863, recall: 0.9515, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4348, scimark_benchmark: 1289.6101, usercpu_time_millis: 639.06, usercpu_time_millis_testing: 35.884, usercpu_time_millis_training: 603.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9559, kappa: 0.8911, kb_relative_information_score: 26641.4942, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.9562, prior_entropy: 0.863, recall: 0.9562, relative_absolute_error: 0.2506, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.4216, scimark_benchmark: 1260.0111, usercpu_time_millis: 1639.767, usercpu_time_millis_testing: 99.483, usercpu_time_millis_training: 1540.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9684, kappa: 0.9224, kb_relative_information_score: 29523.0703, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9684, predictive_accuracy: 0.9685, prior_entropy: 0.863, recall: 0.9685, relative_absolute_error: 0.1547, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.3486, scimark_benchmark: 1298.2545, usercpu_time_millis: 379.901, usercpu_time_millis_testing: 10.676, usercpu_time_millis_training: 369.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9552, kappa: 0.8892, kb_relative_information_score: 25958.3815, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.434, scimark_benchmark: 1296.6514, usercpu_time_millis: 1115.69, usercpu_time_millis_testing: 56.525, usercpu_time_millis_training: 1059.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9561, kappa: 0.892, kb_relative_information_score: 27421.1926, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.9562, prior_entropy: 0.863, recall: 0.9562, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.4157, scimark_benchmark: 1235.6435, usercpu_time_millis: 186.67, usercpu_time_millis_testing: 6.184, usercpu_time_millis_training: 180.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9586, kappa: 0.8984, kb_relative_information_score: 27964.7951, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9586, predictive_accuracy: 0.9587, prior_entropy: 0.863, recall: 0.9587, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.4016, scimark_benchmark: 1233.1679, usercpu_time_millis: 5530.078, usercpu_time_millis_testing: 87.754, usercpu_time_millis_training: 5442.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9584, kappa: 0.8975, kb_relative_information_score: 27488.3285, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9584, predictive_accuracy: 0.9586, prior_entropy: 0.863, recall: 0.9586, relative_absolute_error: 0.2207, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.4047, scimark_benchmark: 1254.6595, usercpu_time_millis: 1297.705, usercpu_time_millis_testing: 42.649, usercpu_time_millis_training: 1255.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9542, kappa: 0.8877, kb_relative_information_score: 28756.643, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9542, prior_entropy: 0.863, recall: 0.9542, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.4059, scimark_benchmark: 1743.4152, usercpu_time_millis: 293.737, usercpu_time_millis_testing: 293.222, usercpu_time_millis_training: 0.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9551, kappa: 0.8898, kb_relative_information_score: 28889.5254, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.4036, scimark_benchmark: 1726.3086, usercpu_time_millis: 309.615, usercpu_time_millis_testing: 309.027, usercpu_time_millis_training: 0.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9496, kappa: 0.8758, kb_relative_information_score: 26698.1249, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9495, predictive_accuracy: 0.9498, prior_entropy: 0.863, recall: 0.9498, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.4409, scimark_benchmark: 1239.5293, usercpu_time_millis: 2835.933, usercpu_time_millis_testing: 53.564, usercpu_time_millis_training: 2782.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9522, kappa: 0.8826, kb_relative_information_score: 27151.0944, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9521, predictive_accuracy: 0.9522, prior_entropy: 0.863, recall: 0.9522, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4316, scimark_benchmark: 1304.2903, usercpu_time_millis: 5069.592, usercpu_time_millis_testing: 76.754, usercpu_time_millis_training: 4992.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9553, kappa: 0.8897, kb_relative_information_score: 26521.7147, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9557, prior_entropy: 0.863, recall: 0.9557, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.4246, scimark_benchmark: 1263.4297, usercpu_time_millis: 1448.482, usercpu_time_millis_testing: 90.097, usercpu_time_millis_training: 1358.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9571, kappa: 0.8948, kb_relative_information_score: 29717.6661, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9571, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.183, root_relative_squared_error: 0.4051, scimark_benchmark: 2124.5255, usercpu_time_millis: 155.556, usercpu_time_millis_testing: 155.237, usercpu_time_millis_training: 0.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9538, kappa: 0.8866, kb_relative_information_score: 30005.6887, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9537, predictive_accuracy: 0.9538, prior_entropy: 0.863, recall: 0.9538, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.4283, scimark_benchmark: 1746.2863, usercpu_time_millis: 198.171, usercpu_time_millis_testing: 197.787, usercpu_time_millis_training: 0.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9571, kappa: 0.8947, kb_relative_information_score: 29500.7362, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.957, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3996, scimark_benchmark: 1742.0337, usercpu_time_millis: 238.925, usercpu_time_millis_testing: 238.376, usercpu_time_millis_training: 0.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9669, kappa: 0.9188, kb_relative_information_score: 29442.4681, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9669, predictive_accuracy: 0.967, prior_entropy: 0.863, recall: 0.967, relative_absolute_error: 0.1561, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3554, scimark_benchmark: 1223.8371, usercpu_time_millis: 1078.188, usercpu_time_millis_testing: 23.056, usercpu_time_millis_training: 1055.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9441, kappa: 0.8621, kb_relative_information_score: 26276.4573, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.944, predictive_accuracy: 0.9444, prior_entropy: 0.863, recall: 0.9444, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4555, scimark_benchmark: 1230.1992, usercpu_time_millis: 949.041, usercpu_time_millis_testing: 16.696, usercpu_time_millis_training: 932.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9552, kappa: 0.8902, kb_relative_information_score: 28936.6073, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9553, prior_entropy: 0.863, recall: 0.9553, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.182, root_relative_squared_error: 0.4029, scimark_benchmark: 1102.3825, usercpu_time_millis: 528.334, usercpu_time_millis_testing: 527.48, usercpu_time_millis_training: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9341, kappa: 0.8364, kb_relative_information_score: 24833.142, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9347, predictive_accuracy: 0.935, prior_entropy: 0.863, recall: 0.935, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.4904, scimark_benchmark: 1251.6578, usercpu_time_millis: 535.878, usercpu_time_millis_testing: 14.687, usercpu_time_millis_training: 521.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9646, kappa: 0.913, kb_relative_information_score: 28889.68, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9646, predictive_accuracy: 0.9647, prior_entropy: 0.863, recall: 0.9647, relative_absolute_error: 0.1744, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.167, root_relative_squared_error: 0.3696, scimark_benchmark: 1273.7281, usercpu_time_millis: 1220.648, usercpu_time_millis_testing: 38.011, usercpu_time_millis_training: 1182.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9563, kappa: 0.8922, kb_relative_information_score: 26747.2822, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9564, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.2468, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.4194, scimark_benchmark: 1258.1158, usercpu_time_millis: 179.802, usercpu_time_millis_testing: 10.914, usercpu_time_millis_training: 168.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9537, kappa: 0.8864, kb_relative_information_score: 28634.2626, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9536, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4081, scimark_benchmark: 1086.8847, usercpu_time_millis: 574.192, usercpu_time_millis_testing: 573.342, usercpu_time_millis_training: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9527, kappa: 0.8841, kb_relative_information_score: 28483.6742, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9527, predictive_accuracy: 0.9528, prior_entropy: 0.863, recall: 0.9528, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4111, scimark_benchmark: 1248.8813, usercpu_time_millis: 592.167, usercpu_time_millis_testing: 591.322, usercpu_time_millis_training: 0.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9662, kappa: 0.9169, kb_relative_information_score: 29200.5539, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9661, predictive_accuracy: 0.9663, prior_entropy: 0.863, recall: 0.9663, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.3594, scimark_benchmark: 1256.0676, usercpu_time_millis: 1544.621, usercpu_time_millis_testing: 36.536, usercpu_time_millis_training: 1508.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9688, kappa: 0.9236, kb_relative_information_score: 29801.4644, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9688, predictive_accuracy: 0.9689, prior_entropy: 0.863, recall: 0.9689, relative_absolute_error: 0.1447, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3437, scimark_benchmark: 1250.9232, usercpu_time_millis: 967.415, usercpu_time_millis_testing: 16.606, usercpu_time_millis_training: 950.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9617, kappa: 0.9054, kb_relative_information_score: 26506.2137, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.962, prior_entropy: 0.863, recall: 0.962, relative_absolute_error: 0.2637, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4071, scimark_benchmark: 1260.6791, usercpu_time_millis: 1224.053, usercpu_time_millis_testing: 60.477, usercpu_time_millis_training: 1163.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9449, kappa: 0.8643, kb_relative_information_score: 26413.7263, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9448, predictive_accuracy: 0.9452, prior_entropy: 0.863, recall: 0.9452, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.4528, scimark_benchmark: 1251.785, usercpu_time_millis: 1221.385, usercpu_time_millis_testing: 25.803, usercpu_time_millis_training: 1195.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9569, kappa: 0.8943, kb_relative_information_score: 29436.7383, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.957, prior_entropy: 0.863, recall: 0.957, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.3991, scimark_benchmark: 1829.7274, usercpu_time_millis: 248.63, usercpu_time_millis_testing: 248.073, usercpu_time_millis_training: 0.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9551, kappa: 0.8898, kb_relative_information_score: 28889.5254, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.1633, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.4036, scimark_benchmark: 1836.1651, usercpu_time_millis: 281.721, usercpu_time_millis_testing: 281.204, usercpu_time_millis_training: 0.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9537, kappa: 0.8864, kb_relative_information_score: 28634.2626, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9536, predictive_accuracy: 0.9537, prior_entropy: 0.863, recall: 0.9537, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4081, scimark_benchmark: 1843.2259, usercpu_time_millis: 294.902, usercpu_time_millis_testing: 294.378, usercpu_time_millis_training: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9539, kappa: 0.8869, kb_relative_information_score: 28673.9027, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9539, predictive_accuracy: 0.9539, prior_entropy: 0.863, recall: 0.9539, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.184, root_relative_squared_error: 0.4074, scimark_benchmark: 1724.9868, usercpu_time_millis: 329.7, usercpu_time_millis_testing: 329.11, usercpu_time_millis_training: 0.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9637, kappa: 0.9109, kb_relative_information_score: 28871.2888, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9637, predictive_accuracy: 0.9638, prior_entropy: 0.863, recall: 0.9638, relative_absolute_error: 0.1734, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.3743, scimark_benchmark: 1288.8509, usercpu_time_millis: 5617.988, usercpu_time_millis_testing: 75.968, usercpu_time_millis_training: 5542.02,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9651, kappa: 0.9143, kb_relative_information_score: 29224.6514, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.965, predictive_accuracy: 0.9652, prior_entropy: 0.863, recall: 0.9652, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.3648, scimark_benchmark: 1266.2071, usercpu_time_millis: 545.976, usercpu_time_millis_testing: 11.068, usercpu_time_millis_training: 534.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9646, kappa: 0.913, kb_relative_information_score: 29052.0041, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9645, predictive_accuracy: 0.9646, prior_entropy: 0.863, recall: 0.9646, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3693, scimark_benchmark: 1269.6645, usercpu_time_millis: 4093.008, usercpu_time_millis_testing: 78.051, usercpu_time_millis_training: 4014.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9451, kappa: 0.8647, kb_relative_information_score: 26327.812, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.945, predictive_accuracy: 0.9454, prior_entropy: 0.863, recall: 0.9454, relative_absolute_error: 0.2494, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4535, scimark_benchmark: 1274.5972, usercpu_time_millis: 4447.121, usercpu_time_millis_testing: 67.042, usercpu_time_millis_training: 4380.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9598, kappa: 0.9013, kb_relative_information_score: 28175.3208, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9598, predictive_accuracy: 0.96, prior_entropy: 0.863, recall: 0.96, relative_absolute_error: 0.1959, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.178, root_relative_squared_error: 0.3941, scimark_benchmark: 1258.0327, usercpu_time_millis: 1121.69, usercpu_time_millis_testing: 55.774, usercpu_time_millis_training: 1065.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9547, kappa: 0.8884, kb_relative_information_score: 26872.3775, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9547, predictive_accuracy: 0.955, prior_entropy: 0.863, recall: 0.955, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4241, scimark_benchmark: 1242.0828, usercpu_time_millis: 554.419, usercpu_time_millis_testing: 21.009, usercpu_time_millis_training: 533.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9689, kappa: 0.9238, kb_relative_information_score: 29977.7951, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.1381, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.3434, scimark_benchmark: 1254.9874, usercpu_time_millis: 1507.592, usercpu_time_millis_testing: 13.674, usercpu_time_millis_training: 1493.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9671, kappa: 0.9192, kb_relative_information_score: 29404.1097, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.967, predictive_accuracy: 0.9671, prior_entropy: 0.863, recall: 0.9671, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.355, scimark_benchmark: 1330.9751, usercpu_time_millis: 1831.078, usercpu_time_millis_testing: 31.348, usercpu_time_millis_training: 1799.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9396, kappa: 0.8505, kb_relative_information_score: 25600.3839, mean_absolute_error: 0.1116, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9398, predictive_accuracy: 0.9403, prior_entropy: 0.863, recall: 0.9403, relative_absolute_error: 0.2735, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.4709, scimark_benchmark: 1291.0696, usercpu_time_millis: 1684.414, usercpu_time_millis_testing: 66.693, usercpu_time_millis_training: 1617.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9555, kappa: 0.8905, kb_relative_information_score: 27399.4207, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9554, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.2186, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.418, scimark_benchmark: 1329.9114, usercpu_time_millis: 269.708, usercpu_time_millis_testing: 6.53, usercpu_time_millis_training: 263.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9689, kappa: 0.9236, kb_relative_information_score: 29382.7861, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9689, predictive_accuracy: 0.969, prior_entropy: 0.863, recall: 0.969, relative_absolute_error: 0.1604, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.349, scimark_benchmark: 1325.8792, usercpu_time_millis: 1196.574, usercpu_time_millis_testing: 37.215, usercpu_time_millis_training: 1159.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9575, kappa: 0.8953, kb_relative_information_score: 27413.6996, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9574, predictive_accuracy: 0.9577, prior_entropy: 0.863, recall: 0.9577, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4095, scimark_benchmark: 1323.6314, usercpu_time_millis: 230.977, usercpu_time_millis_testing: 10.131, usercpu_time_millis_training: 220.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9421, kappa: 0.8567, kb_relative_information_score: 25744.0548, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9423, predictive_accuracy: 0.9427, prior_entropy: 0.863, recall: 0.9427, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.4637, scimark_benchmark: 1313.2089, usercpu_time_millis: 1855.977, usercpu_time_millis_testing: 63.835, usercpu_time_millis_training: 1792.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.962, kappa: 0.9066, kb_relative_information_score: 28406.8708, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.962, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.3834, scimark_benchmark: 1311.6271, usercpu_time_millis: 1606.795, usercpu_time_millis_testing: 39.368, usercpu_time_millis_training: 1567.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9373, kappa: 0.8445, kb_relative_information_score: 24511.6969, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9379, predictive_accuracy: 0.9382, prior_entropy: 0.863, recall: 0.9382, relative_absolute_error: 0.3132, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.4871, scimark_benchmark: 1308.3869, usercpu_time_millis: 1971.492, usercpu_time_millis_testing: 67.293, usercpu_time_millis_training: 1904.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9569, kappa: 0.8941, kb_relative_information_score: 28137.3268, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.1946, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.406, scimark_benchmark: 1279.833, usercpu_time_millis: 4327.42, usercpu_time_millis_testing: 48.977, usercpu_time_millis_training: 4278.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9527, kappa: 0.8834, kb_relative_information_score: 26697.611, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9527, predictive_accuracy: 0.953, prior_entropy: 0.863, recall: 0.953, relative_absolute_error: 0.2435, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.431, scimark_benchmark: 1329.7866, usercpu_time_millis: 800.342, usercpu_time_millis_testing: 30.77, usercpu_time_millis_training: 769.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9578, kappa: 0.8962, kb_relative_information_score: 27781.6525, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9577, predictive_accuracy: 0.9579, prior_entropy: 0.863, recall: 0.9579, relative_absolute_error: 0.2073, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.4063, scimark_benchmark: 1301.1602, usercpu_time_millis: 742.164, usercpu_time_millis_testing: 24.478, usercpu_time_millis_training: 717.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9576, kappa: 0.8951, kb_relative_information_score: 25832.4963, mean_absolute_error: 0.1158, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9579, predictive_accuracy: 0.958, prior_entropy: 0.863, recall: 0.958, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4282, scimark_benchmark: 1293.6017, usercpu_time_millis: 154.58, usercpu_time_millis_testing: 8.764, usercpu_time_millis_training: 145.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9394, kappa: 0.8491, kb_relative_information_score: 21279.4249, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9406, predictive_accuracy: 0.9404, prior_entropy: 0.863, recall: 0.9404, relative_absolute_error: 0.427, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.244, root_relative_squared_error: 0.5402, scimark_benchmark: 1308.2903, usercpu_time_millis: 1251.468, usercpu_time_millis_testing: 77.986, usercpu_time_millis_training: 1173.482,
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: 0.9912, f_measure: 0.9585, kappa: 0.8981, kb_relative_information_score: 28174.9738, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9585, predictive_accuracy: 0.9586, prior_entropy: 0.863, recall: 0.9586, relative_absolute_error: 0.1935, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.3987, scimark_benchmark: 1319.8828, usercpu_time_millis: 354.028, usercpu_time_millis_testing: 7.661, usercpu_time_millis_training: 346.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9471, kappa: 0.8692, kb_relative_information_score: 25845.0172, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9472, predictive_accuracy: 0.9475, prior_entropy: 0.863, recall: 0.9475, relative_absolute_error: 0.272, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4515, scimark_benchmark: 1306.7866, usercpu_time_millis: 306.011, usercpu_time_millis_testing: 20.271, usercpu_time_millis_training: 285.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9003, kappa: 0.7529, kb_relative_information_score: 23088.8537, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9001, predictive_accuracy: 0.9015, prior_entropy: 0.863, recall: 0.9015, relative_absolute_error: 0.3266, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.5942, scimark_benchmark: 1262.4628, usercpu_time_millis: 37.959, usercpu_time_millis_testing: 2.506, usercpu_time_millis_training: 35.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9588, kappa: 0.8989, kb_relative_information_score: 28211.67, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9587, predictive_accuracy: 0.9589, prior_entropy: 0.863, recall: 0.9589, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3976, scimark_benchmark: 1259.1406, usercpu_time_millis: 3512.644, usercpu_time_millis_testing: 58.653, usercpu_time_millis_training: 3453.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9621, kappa: 0.907, kb_relative_information_score: 28639.5005, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9621, predictive_accuracy: 0.9622, prior_entropy: 0.863, recall: 0.9622, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3811, scimark_benchmark: 1329.5407, usercpu_time_millis: 806.43, usercpu_time_millis_testing: 27.584, usercpu_time_millis_training: 778.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9549, kappa: 0.8886, kb_relative_information_score: 25906.523, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9554, prior_entropy: 0.863, recall: 0.9554, relative_absolute_error: 0.2767, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.4352, scimark_benchmark: 1316.3651, usercpu_time_millis: 1855.994, usercpu_time_millis_testing: 87.897, usercpu_time_millis_training: 1768.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.953, kappa: 0.8845, kb_relative_information_score: 27037.8159, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.953, predictive_accuracy: 0.9532, prior_entropy: 0.863, recall: 0.9532, relative_absolute_error: 0.2294, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4292, scimark_benchmark: 1306.3746, usercpu_time_millis: 4677.918, usercpu_time_millis_testing: 92.024, usercpu_time_millis_training: 4585.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9559, kappa: 0.8909, kb_relative_information_score: 25437.0633, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9563, predictive_accuracy: 0.9564, prior_entropy: 0.863, recall: 0.9564, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4373, scimark_benchmark: 1252.57, usercpu_time_millis: 568.095, usercpu_time_millis_testing: 39.787, usercpu_time_millis_training: 528.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.947, kappa: 0.8691, kb_relative_information_score: 25959.5312, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9471, predictive_accuracy: 0.9475, prior_entropy: 0.863, recall: 0.9475, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.4508, scimark_benchmark: 1278.5441, usercpu_time_millis: 537.236, usercpu_time_millis_testing: 16.186, usercpu_time_millis_training: 521.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9613, kappa: 0.905, kb_relative_information_score: 28521.6794, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 0.863, recall: 0.9614, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3863, scimark_benchmark: 1288.8825, usercpu_time_millis: 3306.999, usercpu_time_millis_testing: 67.314, usercpu_time_millis_training: 3239.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.969, kappa: 0.924, kb_relative_information_score: 29916.4601, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.969, predictive_accuracy: 0.9691, prior_entropy: 0.863, recall: 0.9691, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3396, scimark_benchmark: 1291.3116, usercpu_time_millis: 1009.859, usercpu_time_millis_testing: 19.729, usercpu_time_millis_training: 990.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9625, kappa: 0.9078, kb_relative_information_score: 28546.8677, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9625, predictive_accuracy: 0.9626, prior_entropy: 0.863, recall: 0.9626, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3813, scimark_benchmark: 1250.2996, usercpu_time_millis: 2112.815, usercpu_time_millis_testing: 86.622, usercpu_time_millis_training: 2026.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9437, kappa: 0.8603, kb_relative_information_score: 23967.5837, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9442, predictive_accuracy: 0.9444, prior_entropy: 0.863, recall: 0.9444, relative_absolute_error: 0.3373, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.4863, scimark_benchmark: 1248.1672, usercpu_time_millis: 1106.904, usercpu_time_millis_testing: 46.617, usercpu_time_millis_training: 1060.287,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs