OpenML
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: 0.9931, f_measure: 0.9658, kappa: 0.916, kb_relative_information_score: 29347.8612, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9658, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.3639, scimark_benchmark: 1855.0232, usercpu_time_millis: 1283.196, usercpu_time_millis_testing: 8.825, usercpu_time_millis_training: 1274.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.966, kappa: 0.9164, kb_relative_information_score: 29496.8632, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9659, predictive_accuracy: 0.966, prior_entropy: 0.863, recall: 0.966, relative_absolute_error: 0.1527, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3633, scimark_benchmark: 1852.9259, usercpu_time_millis: 599.541, usercpu_time_millis_testing: 1.343, usercpu_time_millis_training: 598.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9585, kappa: 0.898, kb_relative_information_score: 28329.9863, mean_absolute_error: 0.0767, 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: 0.188, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.4004, scimark_benchmark: 2008.2339, usercpu_time_millis: 1091.062, usercpu_time_millis_testing: 3.42, usercpu_time_millis_training: 1087.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9169, kappa: 0.7911, kb_relative_information_score: 23559.7948, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9217, predictive_accuracy: 0.9197, prior_entropy: 0.863, recall: 0.9197, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.5222, scimark_benchmark: 1943.4135, usercpu_time_millis: 456.607, usercpu_time_millis_testing: 2.336, usercpu_time_millis_training: 454.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.8577, kappa: 0.6542, kb_relative_information_score: 15521.1713, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8592, predictive_accuracy: 0.8567, prior_entropy: 0.863, recall: 0.8567, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.336, root_relative_squared_error: 0.7439, scimark_benchmark: 1862.9164, usercpu_time_millis: 440.734, usercpu_time_millis_testing: 5.983, usercpu_time_millis_training: 434.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9549, kappa: 0.8895, kb_relative_information_score: 27797.9476, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.955, prior_entropy: 0.863, recall: 0.955, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.4154, scimark_benchmark: 1832.8152, usercpu_time_millis: 289.753, usercpu_time_millis_testing: 3.348, usercpu_time_millis_training: 286.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -3.5616, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1738.5633, usercpu_time_millis: 69.478, usercpu_time_millis_testing: 7.16, usercpu_time_millis_training: 62.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -7.6836, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1749.1415, usercpu_time_millis: 66.432, usercpu_time_millis_testing: 5.374, usercpu_time_millis_training: 61.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -0.747, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1755.1325, usercpu_time_millis: 59.177, usercpu_time_millis_testing: 7.797, usercpu_time_millis_training: 51.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -1.8661, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1942.5097, usercpu_time_millis: 52.139, usercpu_time_millis_testing: 6.042, usercpu_time_millis_training: 46.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9329, kappa: 0.8336, kb_relative_information_score: 25417.4728, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9334, predictive_accuracy: 0.9338, prior_entropy: 0.863, recall: 0.9338, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2217, root_relative_squared_error: 0.4908, scimark_benchmark: 1883.4876, usercpu_time_millis: 19.662, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 19.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9649, kappa: 0.9138, kb_relative_information_score: 29200.5939, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9648, predictive_accuracy: 0.9649, prior_entropy: 0.863, recall: 0.9649, relative_absolute_error: 0.1622, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.166, root_relative_squared_error: 0.3675, scimark_benchmark: 1790.1921, usercpu_time_millis: 361.297, usercpu_time_millis_testing: 3.608, usercpu_time_millis_training: 357.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9346, kappa: 0.8377, kb_relative_information_score: 25767.457, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.935, predictive_accuracy: 0.9354, prior_entropy: 0.863, recall: 0.9354, relative_absolute_error: 0.2606, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.4825, scimark_benchmark: 1901.0593, usercpu_time_millis: 6075.096, usercpu_time_millis_testing: 15.618, usercpu_time_millis_training: 6059.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9667, kappa: 0.9184, kb_relative_information_score: 29626.9238, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.3547, scimark_benchmark: 1753.1782, usercpu_time_millis: 241.109, usercpu_time_millis_testing: 1.967, usercpu_time_millis_training: 239.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9032, kappa: 0.759, kb_relative_information_score: 18067.8186, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9037, predictive_accuracy: 0.9049, prior_entropy: 0.863, recall: 0.9049, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.6189, scimark_benchmark: 1903.5435, usercpu_time_millis: 217.403, usercpu_time_millis_testing: 7.343, usercpu_time_millis_training: 210.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9262, kappa: 0.8161, kb_relative_information_score: 21056.9793, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9276, predictive_accuracy: 0.9277, prior_entropy: 0.863, recall: 0.9277, relative_absolute_error: 0.4259, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.5525, scimark_benchmark: 1846.8309, usercpu_time_millis: 112.869, usercpu_time_millis_testing: 3.449, usercpu_time_millis_training: 109.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9526, kappa: 0.8838, kb_relative_information_score: 27343.5894, mean_absolute_error: 0.0889, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9526, predictive_accuracy: 0.9527, prior_entropy: 0.863, recall: 0.9527, relative_absolute_error: 0.218, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.4266, scimark_benchmark: 1841.9752, usercpu_time_millis: 91.294, usercpu_time_millis_testing: 1.29, usercpu_time_millis_training: 90.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8807, kappa: 0.6989, kb_relative_information_score: 13228.4438, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8858, predictive_accuracy: 0.8856, prior_entropy: 0.863, recall: 0.8856, relative_absolute_error: 0.6636, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7186, scimark_benchmark: 1980.1639, usercpu_time_millis: 56.75, usercpu_time_millis_testing: 4.106, usercpu_time_millis_training: 52.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -5.5841, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1983.2407, usercpu_time_millis: 45.5, usercpu_time_millis_testing: 5.778, usercpu_time_millis_training: 39.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -9.6586, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1959.1849, usercpu_time_millis: 39.876, usercpu_time_millis_testing: 4.59, usercpu_time_millis_training: 35.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -2.7312, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1848.321, usercpu_time_millis: 20.703, usercpu_time_millis_testing: 1.87, usercpu_time_millis_training: 18.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9477, kappa: 0.8717, kb_relative_information_score: 27354.4116, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9477, predictive_accuracy: 0.9477, prior_entropy: 0.863, recall: 0.9477, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4418, scimark_benchmark: 1897.5906, usercpu_time_millis: 5365.871, usercpu_time_millis_testing: 8.843, usercpu_time_millis_training: 5357.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9474, kappa: 0.871, kb_relative_information_score: 27881.9952, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9474, predictive_accuracy: 0.9474, prior_entropy: 0.863, recall: 0.9474, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.441, scimark_benchmark: 1899.5809, usercpu_time_millis: 4593.414, usercpu_time_millis_testing: 7.754, usercpu_time_millis_training: 4585.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9344, kappa: 0.8372, kb_relative_information_score: 25379.499, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.935, predictive_accuracy: 0.9354, prior_entropy: 0.863, recall: 0.9354, relative_absolute_error: 0.2704, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.4939, scimark_benchmark: 1730.1821, usercpu_time_millis: 4213.763, usercpu_time_millis_testing: 22.395, usercpu_time_millis_training: 4191.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9666, kappa: 0.9179, kb_relative_information_score: 29753.0493, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9665, predictive_accuracy: 0.9666, prior_entropy: 0.863, recall: 0.9666, relative_absolute_error: 0.1442, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.3571, scimark_benchmark: 1853.5818, usercpu_time_millis: 2917.899, usercpu_time_millis_testing: 4.854, usercpu_time_millis_training: 2913.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9351, kappa: 0.8393, kb_relative_information_score: 25401.6866, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9354, predictive_accuracy: 0.9359, prior_entropy: 0.863, recall: 0.9359, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4876, scimark_benchmark: 1879.6545, usercpu_time_millis: 2903.189, usercpu_time_millis_testing: 15.222, usercpu_time_millis_training: 2887.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9654, kappa: 0.9152, kb_relative_information_score: 29505.2908, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9654, predictive_accuracy: 0.9655, prior_entropy: 0.863, recall: 0.9655, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.164, root_relative_squared_error: 0.363, scimark_benchmark: 1730.5828, usercpu_time_millis: 2110.767, usercpu_time_millis_testing: 4.929, usercpu_time_millis_training: 2105.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9426, kappa: 0.8582, kb_relative_information_score: 26094.1618, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9426, predictive_accuracy: 0.943, prior_entropy: 0.863, recall: 0.943, relative_absolute_error: 0.2559, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4607, scimark_benchmark: 1945.7843, usercpu_time_millis: 1277.366, usercpu_time_millis_testing: 13.158, usercpu_time_millis_training: 1264.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9208, kappa: 0.8014, kb_relative_information_score: 24678.455, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9244, predictive_accuracy: 0.9232, prior_entropy: 0.863, recall: 0.9232, relative_absolute_error: 0.2921, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.5131, scimark_benchmark: 1776.0309, usercpu_time_millis: 1133.902, usercpu_time_millis_testing: 4.057, usercpu_time_millis_training: 1129.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.934, kappa: 0.8361, kb_relative_information_score: 25362.7256, mean_absolute_error: 0.1121, 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: 0.2747, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4915, scimark_benchmark: 1833.0088, usercpu_time_millis: 1005.988, usercpu_time_millis_testing: 8.979, usercpu_time_millis_training: 997.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9641, kappa: 0.9119, kb_relative_information_score: 29149.9139, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9641, predictive_accuracy: 0.9642, prior_entropy: 0.863, recall: 0.9642, relative_absolute_error: 0.1639, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.3706, scimark_benchmark: 1245.7278, usercpu_time_millis: 981.163, usercpu_time_millis_testing: 8.129, usercpu_time_millis_training: 973.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8593, kappa: 0.6588, kb_relative_information_score: 16223.1148, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8613, predictive_accuracy: 0.8579, prior_entropy: 0.863, recall: 0.8579, relative_absolute_error: 0.5488, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.7158, scimark_benchmark: 1982.251, usercpu_time_millis: 845.659, usercpu_time_millis_testing: 7.646, usercpu_time_millis_training: 838.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9605, kappa: 0.9028, kb_relative_information_score: 28162.6424, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9604, predictive_accuracy: 0.9606, prior_entropy: 0.863, recall: 0.9606, relative_absolute_error: 0.1973, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.3914, scimark_benchmark: 1745.5555, usercpu_time_millis: 468.381, usercpu_time_millis_testing: 12.72, usercpu_time_millis_training: 455.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9657, kappa: 0.9159, kb_relative_information_score: 29274.3906, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9657, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3643, scimark_benchmark: 1885.9922, usercpu_time_millis: 396.111, usercpu_time_millis_testing: 2.055, usercpu_time_millis_training: 394.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.922, kappa: 0.8047, kb_relative_information_score: 17701.7585, mean_absolute_error: 0.2183, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9249, predictive_accuracy: 0.9241, prior_entropy: 0.863, recall: 0.9241, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.6183, scimark_benchmark: 1777.2844, usercpu_time_millis: 128.213, usercpu_time_millis_testing: 7.764, usercpu_time_millis_training: 120.449,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9583, kappa: 0.8976, kb_relative_information_score: 28339.3053, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9583, predictive_accuracy: 0.9584, prior_entropy: 0.863, recall: 0.9584, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4008, scimark_benchmark: 1847.8582, usercpu_time_millis: 2221.666, usercpu_time_millis_testing: 14.124, usercpu_time_millis_training: 2207.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.951, kappa: 0.8798, kb_relative_information_score: 27338.9795, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9509, predictive_accuracy: 0.9511, prior_entropy: 0.863, recall: 0.9511, relative_absolute_error: 0.217, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.4325, scimark_benchmark: 1738.7921, usercpu_time_millis: 1649.795, usercpu_time_millis_testing: 11.322, usercpu_time_millis_training: 1638.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.944, kappa: 0.8621, kb_relative_information_score: 26456.1543, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9439, predictive_accuracy: 0.9443, prior_entropy: 0.863, recall: 0.9443, relative_absolute_error: 0.2404, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.462, scimark_benchmark: 1755.5708, usercpu_time_millis: 1295.326, usercpu_time_millis_testing: 5.028, usercpu_time_millis_training: 1290.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9552, kappa: 0.8902, kb_relative_information_score: 28097.0936, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9552, predictive_accuracy: 0.9552, prior_entropy: 0.863, recall: 0.9552, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4114, scimark_benchmark: 1728.8802, usercpu_time_millis: 898.643, usercpu_time_millis_testing: 3.787, usercpu_time_millis_training: 894.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.915, kappa: 0.7886, kb_relative_information_score: 23372.2121, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9157, predictive_accuracy: 0.9165, prior_entropy: 0.863, recall: 0.9165, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.5306, scimark_benchmark: 1846.3046, usercpu_time_millis: 622.676, usercpu_time_millis_testing: 9.966, usercpu_time_millis_training: 612.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9245, kappa: 0.8111, kb_relative_information_score: 24361.9065, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9273, predictive_accuracy: 0.9265, prior_entropy: 0.863, recall: 0.9265, relative_absolute_error: 0.3106, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2285, root_relative_squared_error: 0.5058, scimark_benchmark: 1755.7176, usercpu_time_millis: 572.226, usercpu_time_millis_testing: 4.844, usercpu_time_millis_training: 567.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.97, kappa: 0.9264, kb_relative_information_score: 30215.3961, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.97, predictive_accuracy: 0.97, prior_entropy: 0.863, recall: 0.97, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.3385, scimark_benchmark: 1729.362, usercpu_time_millis: 283.808, usercpu_time_millis_testing: 2.077, usercpu_time_millis_training: 281.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9193, kappa: 0.7972, kb_relative_information_score: 23690.9248, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9234, predictive_accuracy: 0.9218, prior_entropy: 0.863, recall: 0.9218, relative_absolute_error: 0.3359, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.5173, scimark_benchmark: 1732.0265, usercpu_time_millis: 243.763, usercpu_time_millis_testing: 5.02, usercpu_time_millis_training: 238.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9021, kappa: 0.7561, kb_relative_information_score: 16127.6391, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9027, predictive_accuracy: 0.904, prior_entropy: 0.863, recall: 0.904, relative_absolute_error: 0.5653, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.6569, scimark_benchmark: 1834.6797, usercpu_time_millis: 235.453, usercpu_time_millis_testing: 10.604, usercpu_time_millis_training: 224.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9237, kappa: 0.8089, kb_relative_information_score: 24354.5373, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9265, predictive_accuracy: 0.9257, prior_entropy: 0.863, recall: 0.9257, relative_absolute_error: 0.3106, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.5067, scimark_benchmark: 2023.4345, usercpu_time_millis: 132.753, usercpu_time_millis_testing: 1.653, usercpu_time_millis_training: 131.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -8.8163, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1728.8162, usercpu_time_millis: 33.443, usercpu_time_millis_testing: 3.479, usercpu_time_millis_training: 29.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8684, kappa: 0.6805, kb_relative_information_score: 17557.706, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8701, predictive_accuracy: 0.8673, prior_entropy: 0.863, recall: 0.8673, relative_absolute_error: 0.5004, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.308, root_relative_squared_error: 0.6818, scimark_benchmark: 2013.7269, usercpu_time_millis: 41.982, usercpu_time_millis_testing: 0.943, usercpu_time_millis_training: 41.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 2.4229, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 2018.4766, usercpu_time_millis: 6.768, usercpu_time_millis_testing: 0.807, usercpu_time_millis_training: 5.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9312, kappa: 0.8289, kb_relative_information_score: 25165.5689, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9321, predictive_accuracy: 0.9323, prior_entropy: 0.863, recall: 0.9323, relative_absolute_error: 0.274, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.503, scimark_benchmark: 1850.3603, usercpu_time_millis: 2008.228, usercpu_time_millis_testing: 6.682, usercpu_time_millis_training: 2001.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9605, kappa: 0.903, kb_relative_information_score: 28625.8482, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9604, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.179, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.176, root_relative_squared_error: 0.3896, scimark_benchmark: 1852.5406, usercpu_time_millis: 1723.409, usercpu_time_millis_testing: 11.84, usercpu_time_millis_training: 1711.569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.902, kappa: 0.7566, kb_relative_information_score: 17111.529, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.902, predictive_accuracy: 0.9034, prior_entropy: 0.863, recall: 0.9034, relative_absolute_error: 0.5344, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.6405, scimark_benchmark: 1807.4063, usercpu_time_millis: 184.434, usercpu_time_millis_testing: 7.389, usercpu_time_millis_training: 177.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9386, kappa: 0.8481, kb_relative_information_score: 26069.9232, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9389, predictive_accuracy: 0.9393, prior_entropy: 0.863, recall: 0.9393, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.4729, scimark_benchmark: 1846.2416, usercpu_time_millis: 404.624, usercpu_time_millis_testing: 2.335, usercpu_time_millis_training: 402.289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8721, kappa: 0.6877, kb_relative_information_score: 17589.3716, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8727, predictive_accuracy: 0.8716, prior_entropy: 0.863, recall: 0.8716, relative_absolute_error: 0.5087, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.6599, scimark_benchmark: 1714.2829, usercpu_time_millis: 214.092, usercpu_time_millis_testing: 3.953, usercpu_time_millis_training: 210.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.8913, kappa: 0.7241, kb_relative_information_score: 15194.6483, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9026, predictive_accuracy: 0.8972, prior_entropy: 0.863, recall: 0.8972, relative_absolute_error: 0.6128, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6728, scimark_benchmark: 1824.4651, usercpu_time_millis: 132.872, usercpu_time_millis_testing: 10.059, usercpu_time_millis_training: 122.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8581, kappa: 0.6516, kb_relative_information_score: 15517.1979, mean_absolute_error: 0.2355, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8578, predictive_accuracy: 0.8583, prior_entropy: 0.863, recall: 0.8583, relative_absolute_error: 0.5771, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7375, scimark_benchmark: 1849.3014, usercpu_time_millis: 109.517, usercpu_time_millis_testing: 4.354, usercpu_time_millis_training: 105.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 0.1611, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1841.2265, usercpu_time_millis: 75.003, usercpu_time_millis_testing: 7.646, usercpu_time_millis_training: 67.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9598, kappa: 0.9012, kb_relative_information_score: 28440.9819, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9597, predictive_accuracy: 0.9599, prior_entropy: 0.863, recall: 0.9599, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3926, scimark_benchmark: 1849.8294, usercpu_time_millis: 594.29, usercpu_time_millis_testing: 10.616, usercpu_time_millis_training: 583.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9197, kappa: 0.7985, kb_relative_information_score: 24750.642, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9237, predictive_accuracy: 0.9222, prior_entropy: 0.863, recall: 0.9222, relative_absolute_error: 0.2893, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.5128, scimark_benchmark: 1855.4813, usercpu_time_millis: 130.961, usercpu_time_millis_testing: 1.024, usercpu_time_millis_training: 129.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9642, kappa: 0.9122, kb_relative_information_score: 28885.481, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9642, predictive_accuracy: 0.9643, prior_entropy: 0.863, recall: 0.9643, relative_absolute_error: 0.1733, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3737, scimark_benchmark: 1842.7105, usercpu_time_millis: 37.381, usercpu_time_millis_testing: 1.043, usercpu_time_millis_training: 36.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9579, kappa: 0.8965, kb_relative_information_score: 27635.8268, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9579, predictive_accuracy: 0.9581, prior_entropy: 0.863, recall: 0.9581, relative_absolute_error: 0.2147, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.4048, scimark_benchmark: 1697.7775, usercpu_time_millis: 34.193, usercpu_time_millis_testing: 1.289, usercpu_time_millis_training: 32.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9596, kappa: 0.9008, kb_relative_information_score: 28594.835, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9596, predictive_accuracy: 0.9597, prior_entropy: 0.863, recall: 0.9597, relative_absolute_error: 0.1795, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3945, scimark_benchmark: 1845.2509, usercpu_time_millis: 32.354, usercpu_time_millis_testing: 0.599, usercpu_time_millis_training: 31.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9321, kappa: 0.8314, kb_relative_information_score: 25278.7213, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9325, predictive_accuracy: 0.933, prior_entropy: 0.863, recall: 0.933, relative_absolute_error: 0.2695, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5005, scimark_benchmark: 1762.1684, usercpu_time_millis: 10994.592, usercpu_time_millis_testing: 21.176, usercpu_time_millis_training: 10973.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8688, kappa: 0.6804, kb_relative_information_score: 17386.6614, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8698, predictive_accuracy: 0.868, prior_entropy: 0.863, recall: 0.868, relative_absolute_error: 0.5065, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.6817, scimark_benchmark: 1851.3986, usercpu_time_millis: 184.343, usercpu_time_millis_testing: 2.372, usercpu_time_millis_training: 181.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9568, kappa: 0.894, kb_relative_information_score: 28124.5074, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9568, predictive_accuracy: 0.9568, prior_entropy: 0.863, recall: 0.9568, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.4054, scimark_benchmark: 1712.966, usercpu_time_millis: 210.174, usercpu_time_millis_testing: 2.317, usercpu_time_millis_training: 207.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9239, kappa: 0.8097, kb_relative_information_score: 23284.9896, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9265, predictive_accuracy: 0.9259, prior_entropy: 0.863, recall: 0.9259, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.5184, scimark_benchmark: 1845.3986, usercpu_time_millis: 167.821, usercpu_time_millis_testing: 5.655, usercpu_time_millis_training: 162.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -1.8053, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1845.2509, usercpu_time_millis: 54.894, usercpu_time_millis_testing: 7.619, usercpu_time_millis_training: 47.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.961, kappa: 0.9044, kb_relative_information_score: 28776.0367, mean_absolute_error: 0.071, 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: 0.1739, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3877, scimark_benchmark: 2089.4773, usercpu_time_millis: 2841.847, usercpu_time_millis_testing: 7.106, usercpu_time_millis_training: 2834.741,

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