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: 0.8953, f_measure: 0.8582, kappa: 0.6521, kb_relative_information_score: 15528.9804, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.858, predictive_accuracy: 0.8583, prior_entropy: 0.863, recall: 0.8583, relative_absolute_error: 0.5765, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.7378, scimark_benchmark: 1799.5786, usercpu_time_millis: 190.159, usercpu_time_millis_testing: 6.913, usercpu_time_millis_training: 183.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9193, kappa: 0.7973, kb_relative_information_score: 24402.0887, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9237, predictive_accuracy: 0.922, prior_entropy: 0.863, recall: 0.922, relative_absolute_error: 0.3052, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.5157, scimark_benchmark: 1825.3874, usercpu_time_millis: 230.875, usercpu_time_millis_testing: 3.288, usercpu_time_millis_training: 227.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.962, kappa: 0.9066, kb_relative_information_score: 28861.5767, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9619, predictive_accuracy: 0.9621, prior_entropy: 0.863, recall: 0.9621, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.173, root_relative_squared_error: 0.3829, scimark_benchmark: 1830.1853, usercpu_time_millis: 208.574, usercpu_time_millis_testing: 1.775, usercpu_time_millis_training: 206.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9675, kappa: 0.9203, kb_relative_information_score: 29724.574, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9675, predictive_accuracy: 0.9676, prior_entropy: 0.863, recall: 0.9676, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3555, scimark_benchmark: 1818.688, usercpu_time_millis: 242.149, usercpu_time_millis_testing: 1.653, usercpu_time_millis_training: 240.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.931, kappa: 0.827, kb_relative_information_score: 19382.4393, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9351, predictive_accuracy: 0.9331, prior_entropy: 0.863, recall: 0.9331, relative_absolute_error: 0.4969, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2604, root_relative_squared_error: 0.5764, scimark_benchmark: 1795.8796, usercpu_time_millis: 262.499, usercpu_time_millis_testing: 22.518, usercpu_time_millis_training: 239.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.8571, kappa: 0.6529, kb_relative_information_score: 15494.1604, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8588, predictive_accuracy: 0.8559, prior_entropy: 0.863, recall: 0.8559, relative_absolute_error: 0.5756, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.7421, scimark_benchmark: 1837.6484, usercpu_time_millis: 262.589, usercpu_time_millis_testing: 6.164, usercpu_time_millis_training: 256.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9286, kappa: 0.8223, kb_relative_information_score: 21096.0725, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9297, predictive_accuracy: 0.9299, prior_entropy: 0.863, recall: 0.9299, relative_absolute_error: 0.426, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2484, root_relative_squared_error: 0.5498, scimark_benchmark: 1828.158, usercpu_time_millis: 280.239, usercpu_time_millis_testing: 12.579, usercpu_time_millis_training: 267.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9398, kappa: 0.8511, kb_relative_information_score: 26060.0087, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.94, predictive_accuracy: 0.9405, prior_entropy: 0.863, recall: 0.9405, relative_absolute_error: 0.2553, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4679, scimark_benchmark: 1855.0232, usercpu_time_millis: 310.362, usercpu_time_millis_testing: 8.124, usercpu_time_millis_training: 302.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8683, kappa: 0.6793, kb_relative_information_score: 17383.3097, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8694, predictive_accuracy: 0.8675, prior_entropy: 0.863, recall: 0.8675, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.308, root_relative_squared_error: 0.6819, scimark_benchmark: 1822.5055, usercpu_time_millis: 1108.136, usercpu_time_millis_testing: 8.335, usercpu_time_millis_training: 1099.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9131, kappa: 0.7832, kb_relative_information_score: 18278.1785, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9142, predictive_accuracy: 0.9149, prior_entropy: 0.863, recall: 0.9149, relative_absolute_error: 0.5082, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.6109, scimark_benchmark: 1849.408, usercpu_time_millis: 307.309, usercpu_time_millis_testing: 13.005, usercpu_time_millis_training: 294.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9221, kappa: 0.8048, kb_relative_information_score: 24643.9813, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9256, predictive_accuracy: 0.9244, prior_entropy: 0.863, recall: 0.9244, relative_absolute_error: 0.2972, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2296, root_relative_squared_error: 0.5083, scimark_benchmark: 1821.2652, usercpu_time_millis: 1787.119, usercpu_time_millis_testing: 14.13, usercpu_time_millis_training: 1772.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9329, kappa: 0.834, kb_relative_information_score: 25847.115, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9331, predictive_accuracy: 0.9337, prior_entropy: 0.863, recall: 0.9337, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.4873, scimark_benchmark: 1838.6023, usercpu_time_millis: 458.163, usercpu_time_millis_testing: 1.323, usercpu_time_millis_training: 456.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9182, kappa: 0.7943, kb_relative_information_score: 24229.9838, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9228, predictive_accuracy: 0.9209, prior_entropy: 0.863, recall: 0.9209, relative_absolute_error: 0.314, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.5154, scimark_benchmark: 1840.7617, usercpu_time_millis: 468.404, usercpu_time_millis_testing: 5.093, usercpu_time_millis_training: 463.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9368, kappa: 0.8433, kb_relative_information_score: 25957.4578, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9371, predictive_accuracy: 0.9376, prior_entropy: 0.863, recall: 0.9376, relative_absolute_error: 0.2548, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.4767, scimark_benchmark: 1852.9988, usercpu_time_millis: 403.803, usercpu_time_millis_testing: 2.065, usercpu_time_millis_training: 401.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9647, kappa: 0.9133, kb_relative_information_score: 29036.9891, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9647, predictive_accuracy: 0.9648, prior_entropy: 0.863, recall: 0.9648, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.371, scimark_benchmark: 1812.8098, usercpu_time_millis: 212.452, usercpu_time_millis_testing: 3.862, usercpu_time_millis_training: 208.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9509, kappa: 0.8792, kb_relative_information_score: 27253.7183, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9508, predictive_accuracy: 0.951, prior_entropy: 0.863, recall: 0.951, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4337, scimark_benchmark: 1854.4951, usercpu_time_millis: 281.24, usercpu_time_millis_testing: 4.672, usercpu_time_millis_training: 276.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9549, kappa: 0.8895, kb_relative_information_score: 28061.3597, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9549, predictive_accuracy: 0.9549, prior_entropy: 0.863, recall: 0.9549, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.4126, scimark_benchmark: 1857.1082, usercpu_time_millis: 297.966, usercpu_time_millis_testing: 1.361, usercpu_time_millis_training: 296.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9423, kappa: 0.857, kb_relative_information_score: 22954.1695, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.943, predictive_accuracy: 0.9432, prior_entropy: 0.863, recall: 0.9432, relative_absolute_error: 0.3713, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2287, root_relative_squared_error: 0.5063, scimark_benchmark: 1825.7178, usercpu_time_millis: 235.967, usercpu_time_millis_testing: 13.335, usercpu_time_millis_training: 222.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9563, kappa: 0.8927, kb_relative_information_score: 27937.9635, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9562, predictive_accuracy: 0.9563, prior_entropy: 0.863, recall: 0.9563, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4085, scimark_benchmark: 1846.9296, usercpu_time_millis: 280.733, usercpu_time_millis_testing: 3.295, usercpu_time_millis_training: 277.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9338, kappa: 0.8356, kb_relative_information_score: 24519.54, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9346, predictive_accuracy: 0.9349, prior_entropy: 0.863, recall: 0.9349, relative_absolute_error: 0.3099, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.4942, scimark_benchmark: 1807.998, usercpu_time_millis: 317.534, usercpu_time_millis_testing: 7.708, usercpu_time_millis_training: 309.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9606, kappa: 0.9033, kb_relative_information_score: 28865.8378, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9606, predictive_accuracy: 0.9607, prior_entropy: 0.863, recall: 0.9607, relative_absolute_error: 0.1707, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3875, scimark_benchmark: 1843.1261, usercpu_time_millis: 251.094, usercpu_time_millis_testing: 1.121, usercpu_time_millis_training: 249.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9415, kappa: 0.8557, kb_relative_information_score: 26210.0339, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9414, predictive_accuracy: 0.9419, prior_entropy: 0.863, recall: 0.9419, relative_absolute_error: 0.2494, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.4643, scimark_benchmark: 1828.6161, usercpu_time_millis: 298.449, usercpu_time_millis_testing: 2.956, usercpu_time_millis_training: 295.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9204, kappa: 0.8, kb_relative_information_score: 24599.7724, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9246, predictive_accuracy: 0.9229, prior_entropy: 0.863, recall: 0.9229, relative_absolute_error: 0.2979, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.5116, scimark_benchmark: 1849.3014, usercpu_time_millis: 565.388, usercpu_time_millis_testing: 9.281, usercpu_time_millis_training: 556.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9153, kappa: 0.7867, kb_relative_information_score: 24333.3239, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9209, predictive_accuracy: 0.9184, prior_entropy: 0.863, recall: 0.9184, relative_absolute_error: 0.3032, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.5252, scimark_benchmark: 1829.5439, usercpu_time_millis: 639.134, usercpu_time_millis_testing: 4.773, usercpu_time_millis_training: 634.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8607, kappa: 0.6641, kb_relative_information_score: 17334.3561, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8643, predictive_accuracy: 0.8587, prior_entropy: 0.863, recall: 0.8587, relative_absolute_error: 0.5005, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.6956, scimark_benchmark: 1837.1902, usercpu_time_millis: 680.101, usercpu_time_millis_testing: 2.723, usercpu_time_millis_training: 677.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9149, kappa: 0.7857, kb_relative_information_score: 24346.3543, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9204, predictive_accuracy: 0.918, prior_entropy: 0.863, recall: 0.918, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.5299, scimark_benchmark: 1848.388, usercpu_time_millis: 659.165, usercpu_time_millis_testing: 3.23, usercpu_time_millis_training: 655.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9304, kappa: 0.8266, kb_relative_information_score: 25098.1257, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9317, predictive_accuracy: 0.9318, prior_entropy: 0.863, recall: 0.9318, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.5004, scimark_benchmark: 1836.6415, usercpu_time_millis: 697.433, usercpu_time_millis_testing: 3.535, usercpu_time_millis_training: 693.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8865, kappa: 0.7217, kb_relative_information_score: 19103.4381, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8864, predictive_accuracy: 0.8865, prior_entropy: 0.863, recall: 0.8865, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2856, root_relative_squared_error: 0.6322, scimark_benchmark: 1834.6378, usercpu_time_millis: 632.961, usercpu_time_millis_testing: 2.661, usercpu_time_millis_training: 630.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9458, kappa: 0.8667, kb_relative_information_score: 26748.1773, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9458, predictive_accuracy: 0.9461, prior_entropy: 0.863, recall: 0.9461, relative_absolute_error: 0.2341, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4498, scimark_benchmark: 1851.827, usercpu_time_millis: 656.65, usercpu_time_millis_testing: 8.132, usercpu_time_millis_training: 648.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.952, kappa: 0.8823, kb_relative_information_score: 27752.5488, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.952, predictive_accuracy: 0.952, prior_entropy: 0.863, recall: 0.952, relative_absolute_error: 0.2032, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4242, scimark_benchmark: 1854.9533, usercpu_time_millis: 641.324, usercpu_time_millis_testing: 2.217, usercpu_time_millis_training: 639.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8652, kappa: 0.6733, kb_relative_information_score: 17515.2904, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8673, predictive_accuracy: 0.8639, prior_entropy: 0.863, recall: 0.8639, relative_absolute_error: 0.5006, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3089, root_relative_squared_error: 0.6839, scimark_benchmark: 1822.8493, usercpu_time_millis: 683.618, usercpu_time_millis_testing: 9.571, usercpu_time_millis_training: 674.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9368, kappa: 0.8437, kb_relative_information_score: 25666.1197, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.937, predictive_accuracy: 0.9375, prior_entropy: 0.863, recall: 0.9375, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4791, scimark_benchmark: 1823.7512, usercpu_time_millis: 681.018, usercpu_time_millis_testing: 9.418, usercpu_time_millis_training: 671.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8588, kappa: 0.6524, kb_relative_information_score: 14914.6801, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8583, predictive_accuracy: 0.8595, prior_entropy: 0.863, recall: 0.8595, relative_absolute_error: 0.5998, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.7234, scimark_benchmark: 1814.1265, usercpu_time_millis: 77.323, usercpu_time_millis_testing: 3.424, usercpu_time_millis_training: 73.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9649, kappa: 0.9137, kb_relative_information_score: 29167.3812, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9648, predictive_accuracy: 0.965, prior_entropy: 0.863, recall: 0.965, relative_absolute_error: 0.1643, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3666, scimark_benchmark: 1880.551, usercpu_time_millis: 61.624, usercpu_time_millis_testing: 1.628, usercpu_time_millis_training: 59.996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.8807, kappa: 0.6992, kb_relative_information_score: 13123.9341, mean_absolute_error: 0.2715, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8856, predictive_accuracy: 0.8855, prior_entropy: 0.863, recall: 0.8855, relative_absolute_error: 0.6653, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.7226, scimark_benchmark: 1872.828, usercpu_time_millis: 64.656, usercpu_time_millis_testing: 4.741, usercpu_time_millis_training: 59.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.8615, kappa: 0.664, kb_relative_information_score: 17002.3489, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8634, predictive_accuracy: 0.8602, prior_entropy: 0.863, recall: 0.8602, relative_absolute_error: 0.5168, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.314, root_relative_squared_error: 0.6951, scimark_benchmark: 1847.7988, usercpu_time_millis: 167.226, usercpu_time_millis_testing: 1.602, usercpu_time_millis_training: 165.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9142, kappa: 0.784, kb_relative_information_score: 24348.8799, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9196, predictive_accuracy: 0.9173, prior_entropy: 0.863, recall: 0.9173, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.241, root_relative_squared_error: 0.5335, scimark_benchmark: 1847.4139, usercpu_time_millis: 1594.178, usercpu_time_millis_testing: 5.523, usercpu_time_millis_training: 1588.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9271, kappa: 0.8185, kb_relative_information_score: 21274.4478, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9284, predictive_accuracy: 0.9285, prior_entropy: 0.863, recall: 0.9285, relative_absolute_error: 0.4192, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.548, scimark_benchmark: 1847.2191, usercpu_time_millis: 187.065, usercpu_time_millis_testing: 6.552, usercpu_time_millis_training: 180.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.863, kappa: 0.669, kb_relative_information_score: 17376.5002, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8659, predictive_accuracy: 0.8613, prior_entropy: 0.863, recall: 0.8613, relative_absolute_error: 0.501, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3124, root_relative_squared_error: 0.6915, scimark_benchmark: 1844.7928, usercpu_time_millis: 201.701, usercpu_time_millis_testing: 0.832, usercpu_time_millis_training: 200.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.8576, kappa: 0.6513, kb_relative_information_score: 15518.8666, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8577, predictive_accuracy: 0.8576, prior_entropy: 0.863, recall: 0.8576, relative_absolute_error: 0.5765, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.7382, scimark_benchmark: 1837.2609, usercpu_time_millis: 101.522, usercpu_time_millis_testing: 2.655, usercpu_time_millis_training: 98.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -1.4611, 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: 1823.1744, usercpu_time_millis: 64.162, usercpu_time_millis_testing: 6.837, usercpu_time_millis_training: 57.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.8993, kappa: 0.7512, kb_relative_information_score: 19309.8705, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.899, predictive_accuracy: 0.9002, prior_entropy: 0.863, recall: 0.9002, relative_absolute_error: 0.4664, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.6003, scimark_benchmark: 1842.7105, usercpu_time_millis: 76.419, usercpu_time_millis_testing: 1.991, usercpu_time_millis_training: 74.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9121, kappa: 0.7804, kb_relative_information_score: 19567.2811, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9136, predictive_accuracy: 0.9141, prior_entropy: 0.863, recall: 0.9141, relative_absolute_error: 0.467, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.587, scimark_benchmark: 1848.388, usercpu_time_millis: 105.058, usercpu_time_millis_testing: 3.436, usercpu_time_millis_training: 101.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9213, kappa: 0.802, kb_relative_information_score: 18430.8587, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9268, predictive_accuracy: 0.9241, prior_entropy: 0.863, recall: 0.9241, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.271, root_relative_squared_error: 0.5999, scimark_benchmark: 1830.1732, usercpu_time_millis: 131.418, usercpu_time_millis_testing: 10.411, usercpu_time_millis_training: 121.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9176, kappa: 0.7929, kb_relative_information_score: 22021.8083, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9217, predictive_accuracy: 0.9202, prior_entropy: 0.863, recall: 0.9202, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2456, root_relative_squared_error: 0.5438, scimark_benchmark: 1842.1882, usercpu_time_millis: 124.96, usercpu_time_millis_testing: 2.017, usercpu_time_millis_training: 122.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9391, kappa: 0.8489, kb_relative_information_score: 24756.2373, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9396, predictive_accuracy: 0.9399, prior_entropy: 0.863, recall: 0.9399, relative_absolute_error: 0.306, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.217, root_relative_squared_error: 0.4803, scimark_benchmark: 1852.4707, usercpu_time_millis: 123.442, usercpu_time_millis_testing: 6.066, usercpu_time_millis_training: 117.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.916, kappa: 0.789, kb_relative_information_score: 23781.0152, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9205, predictive_accuracy: 0.9188, prior_entropy: 0.863, recall: 0.9188, relative_absolute_error: 0.324, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.5276, scimark_benchmark: 1850.2875, usercpu_time_millis: 156.351, usercpu_time_millis_testing: 1.416, usercpu_time_millis_training: 154.935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.8598, kappa: 0.6552, kb_relative_information_score: 14682.329, mean_absolute_error: 0.2479, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8594, predictive_accuracy: 0.8604, prior_entropy: 0.863, recall: 0.8604, relative_absolute_error: 0.6074, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.7211, scimark_benchmark: 1831.7924, usercpu_time_millis: 157.975, usercpu_time_millis_testing: 7.71, usercpu_time_millis_training: 150.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9657, kappa: 0.9157, kb_relative_information_score: 29178.295, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9656, predictive_accuracy: 0.9658, prior_entropy: 0.863, recall: 0.9658, relative_absolute_error: 0.1648, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.3628, scimark_benchmark: 1848.321, usercpu_time_millis: 170.252, usercpu_time_millis_testing: 4.892, usercpu_time_millis_training: 165.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9543, kappa: 0.8878, kb_relative_information_score: 27526.6527, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9542, predictive_accuracy: 0.9544, prior_entropy: 0.863, recall: 0.9544, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4209, scimark_benchmark: 1853.3841, usercpu_time_millis: 170.523, usercpu_time_millis_testing: 2.092, usercpu_time_millis_training: 168.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9167, kappa: 0.7908, kb_relative_information_score: 22595.2002, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.921, predictive_accuracy: 0.9194, prior_entropy: 0.863, recall: 0.9194, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2423, root_relative_squared_error: 0.5365, scimark_benchmark: 1844.3569, usercpu_time_millis: 167.617, usercpu_time_millis_testing: 2.071, usercpu_time_millis_training: 165.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9328, kappa: 0.833, kb_relative_information_score: 25198.9101, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9336, predictive_accuracy: 0.9339, prior_entropy: 0.863, recall: 0.9339, relative_absolute_error: 0.2808, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.4944, scimark_benchmark: 1829.1182, usercpu_time_millis: 190.635, usercpu_time_millis_testing: 2.732, usercpu_time_millis_training: 187.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9638, kappa: 0.911, kb_relative_information_score: 29020.8071, mean_absolute_error: 0.0686, 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: 0.168, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3739, scimark_benchmark: 1842.8383, usercpu_time_millis: 211.335, usercpu_time_millis_testing: 2.867, usercpu_time_millis_training: 208.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8641, kappa: 0.6682, kb_relative_information_score: 16940.3938, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8647, predictive_accuracy: 0.8637, prior_entropy: 0.863, recall: 0.8637, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.6932, scimark_benchmark: 1845.7222, usercpu_time_millis: 49.842, usercpu_time_millis_testing: 0.963, usercpu_time_millis_training: 48.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -0.7909, 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: 1832.0698, usercpu_time_millis: 101.716, usercpu_time_millis_testing: 7.563, usercpu_time_millis_training: 94.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8581, kappa: 0.6509, kb_relative_information_score: 15140.2125, mean_absolute_error: 0.2414, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8576, predictive_accuracy: 0.8588, prior_entropy: 0.863, recall: 0.8588, relative_absolute_error: 0.5915, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.728, scimark_benchmark: 1852.9988, usercpu_time_millis: 92.186, usercpu_time_millis_testing: 7.318, usercpu_time_millis_training: 84.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9548, kappa: 0.8891, kb_relative_information_score: 27981.375, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9548, predictive_accuracy: 0.9548, prior_entropy: 0.863, recall: 0.9548, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.187, root_relative_squared_error: 0.4141, scimark_benchmark: 1877.8132, usercpu_time_millis: 93.667, usercpu_time_millis_testing: 0.809, usercpu_time_millis_training: 92.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9565, kappa: 0.8933, kb_relative_information_score: 27905.4672, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9565, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.2011, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.4083, scimark_benchmark: 1820.8289, usercpu_time_millis: 122.623, usercpu_time_millis_testing: 1.832, usercpu_time_millis_training: 120.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.8577, kappa: 0.6515, kb_relative_information_score: 15548.5659, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8578, predictive_accuracy: 0.8577, prior_entropy: 0.863, recall: 0.8577, relative_absolute_error: 0.5757, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.7384, scimark_benchmark: 1839.272, usercpu_time_millis: 152.263, usercpu_time_millis_testing: 5.083, usercpu_time_millis_training: 147.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9223, kappa: 0.8054, kb_relative_information_score: 24727.6276, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9253, predictive_accuracy: 0.9244, prior_entropy: 0.863, recall: 0.9244, relative_absolute_error: 0.2892, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.5134, scimark_benchmark: 1827.6328, usercpu_time_millis: 134.617, usercpu_time_millis_testing: 0.772, usercpu_time_millis_training: 133.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9534, kappa: 0.8855, kb_relative_information_score: 27242.4448, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9533, predictive_accuracy: 0.9535, prior_entropy: 0.863, recall: 0.9535, relative_absolute_error: 0.2221, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4271, scimark_benchmark: 1835.6541, usercpu_time_millis: 97.164, usercpu_time_millis_testing: 1.806, usercpu_time_millis_training: 95.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9359, kappa: 0.8415, kb_relative_information_score: 25556.7698, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9361, predictive_accuracy: 0.9366, prior_entropy: 0.863, recall: 0.9366, relative_absolute_error: 0.2705, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.4814, scimark_benchmark: 1852.0126, usercpu_time_millis: 103.173, usercpu_time_millis_testing: 1.081, usercpu_time_millis_training: 102.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8608, kappa: 0.6563, kb_relative_information_score: 14177.8494, mean_absolute_error: 0.2562, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8601, predictive_accuracy: 0.8619, prior_entropy: 0.863, recall: 0.8619, relative_absolute_error: 0.6277, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.7127, scimark_benchmark: 1846.6923, usercpu_time_millis: 92.967, usercpu_time_millis_testing: 7.206, usercpu_time_millis_training: 85.761,
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: 0.9317, f_measure: 0.8584, kappa: 0.652, kb_relative_information_score: 15114.0272, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.858, predictive_accuracy: 0.8589, prior_entropy: 0.863, recall: 0.8589, relative_absolute_error: 0.5922, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.329, root_relative_squared_error: 0.7284, scimark_benchmark: 1850.9652, usercpu_time_millis: 126.796, usercpu_time_millis_testing: 6.525, usercpu_time_millis_training: 120.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.8577, kappa: 0.6516, kb_relative_information_score: 15535.0995, mean_absolute_error: 0.2351, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8578, predictive_accuracy: 0.8576, prior_entropy: 0.863, recall: 0.8576, relative_absolute_error: 0.5761, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3335, root_relative_squared_error: 0.7383, scimark_benchmark: 1843.1199, usercpu_time_millis: 220.861, usercpu_time_millis_testing: 7.085, usercpu_time_millis_training: 213.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8682, kappa: 0.6789, kb_relative_information_score: 17454.6153, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8692, predictive_accuracy: 0.8674, prior_entropy: 0.863, recall: 0.8674, relative_absolute_error: 0.5047, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.6812, scimark_benchmark: 1850.8706, usercpu_time_millis: 227.757, usercpu_time_millis_testing: 3.318, usercpu_time_millis_training: 224.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8841, kappa: 0.7159, kb_relative_information_score: 16419.1587, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8841, predictive_accuracy: 0.8842, prior_entropy: 0.863, recall: 0.8842, relative_absolute_error: 0.5524, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.6584, scimark_benchmark: 1796.2173, usercpu_time_millis: 69.663, usercpu_time_millis_testing: 2.577, usercpu_time_millis_training: 67.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.9121, kappa: 0.7802, kb_relative_information_score: 23603.0067, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9141, predictive_accuracy: 0.9143, prior_entropy: 0.863, recall: 0.9143, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.5381, scimark_benchmark: 1848.4609, usercpu_time_millis: 117.061, usercpu_time_millis_testing: 0.735, usercpu_time_millis_training: 116.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9325, kappa: 0.8321, kb_relative_information_score: 23089.3547, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9336, predictive_accuracy: 0.9337, prior_entropy: 0.863, recall: 0.9337, relative_absolute_error: 0.3619, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.5127, scimark_benchmark: 1844.6953, usercpu_time_millis: 105.708, usercpu_time_millis_testing: 3.397, usercpu_time_millis_training: 102.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8665, kappa: 0.6764, kb_relative_information_score: 17369.8, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8686, predictive_accuracy: 0.8652, prior_entropy: 0.863, recall: 0.8652, relative_absolute_error: 0.5041, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.6866, scimark_benchmark: 1849.3014, usercpu_time_millis: 1509.317, usercpu_time_millis_testing: 8.414, usercpu_time_millis_training: 1500.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9054, kappa: 0.7608, kb_relative_information_score: 16781.1091, mean_absolute_error: 0.2323, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9138, predictive_accuracy: 0.9097, prior_entropy: 0.863, recall: 0.9097, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.6382, scimark_benchmark: 1839.0605, usercpu_time_millis: 109.225, usercpu_time_millis_testing: 8.53, usercpu_time_millis_training: 100.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9242, kappa: 0.8103, kb_relative_information_score: 24915.6257, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9269, predictive_accuracy: 0.9262, prior_entropy: 0.863, recall: 0.9262, relative_absolute_error: 0.2826, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.5089, scimark_benchmark: 1846.2342, usercpu_time_millis: 1508.458, usercpu_time_millis_testing: 5.228, usercpu_time_millis_training: 1503.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.953, kappa: 0.8845, kb_relative_information_score: 27103.8479, mean_absolute_error: 0.0927, 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: 0.2271, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.4288, scimark_benchmark: 1845.264, usercpu_time_millis: 133.367, usercpu_time_millis_testing: 2.768, usercpu_time_millis_training: 130.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.8698, kappa: 0.6819, kb_relative_information_score: 17071.4726, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8703, predictive_accuracy: 0.8694, prior_entropy: 0.863, recall: 0.8694, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.6722, scimark_benchmark: 1843.7454, usercpu_time_millis: 130.83, usercpu_time_millis_testing: 2.881, usercpu_time_millis_training: 127.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.945, kappa: 0.8636, kb_relative_information_score: 24042.2489, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9456, predictive_accuracy: 0.9457, prior_entropy: 0.863, recall: 0.9457, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.4822, scimark_benchmark: 1851.3287, usercpu_time_millis: 138.301, usercpu_time_millis_testing: 11.373, usercpu_time_millis_training: 126.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8693, kappa: 0.6797, kb_relative_information_score: 15717.7653, mean_absolute_error: 0.2323, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8693, predictive_accuracy: 0.8694, prior_entropy: 0.863, recall: 0.8694, relative_absolute_error: 0.5692, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.6836, scimark_benchmark: 1846.4335, usercpu_time_millis: 162.151, usercpu_time_millis_testing: 7.187, usercpu_time_millis_training: 154.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.9216, kappa: 0.8034, kb_relative_information_score: 24665.1589, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9249, predictive_accuracy: 0.9238, prior_entropy: 0.863, recall: 0.9238, relative_absolute_error: 0.2953, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2303, root_relative_squared_error: 0.5099, scimark_benchmark: 1835.6541, usercpu_time_millis: 216.895, usercpu_time_millis_testing: 1.382, usercpu_time_millis_training: 215.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9088, kappa: 0.7729, kb_relative_information_score: 20659.7951, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9096, predictive_accuracy: 0.9106, prior_entropy: 0.863, recall: 0.9106, relative_absolute_error: 0.4297, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.5724, scimark_benchmark: 1846.6923, usercpu_time_millis: 226.61, usercpu_time_millis_testing: 3.467, usercpu_time_millis_training: 223.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9479, kappa: 0.8721, kb_relative_information_score: 27029.2935, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9478, predictive_accuracy: 0.948, prior_entropy: 0.863, recall: 0.948, relative_absolute_error: 0.2254, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.4441, scimark_benchmark: 1845.3208, usercpu_time_millis: 254.318, usercpu_time_millis_testing: 1.743, usercpu_time_millis_training: 252.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9428, kappa: 0.859, kb_relative_information_score: 26374.2974, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9427, predictive_accuracy: 0.943, prior_entropy: 0.863, recall: 0.943, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.4599, scimark_benchmark: 1855.4813, usercpu_time_millis: 279.092, usercpu_time_millis_testing: 2.158, usercpu_time_millis_training: 276.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8582, kappa: 0.655, kb_relative_information_score: 15552.1304, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8595, predictive_accuracy: 0.8573, prior_entropy: 0.863, recall: 0.8573, relative_absolute_error: 0.5744, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7411, scimark_benchmark: 1842.1399, usercpu_time_millis: 260.752, usercpu_time_millis_testing: 6.793, usercpu_time_millis_training: 253.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9065, kappa: 0.7683, kb_relative_information_score: 21583.8948, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9065, predictive_accuracy: 0.9077, prior_entropy: 0.863, recall: 0.9077, relative_absolute_error: 0.3956, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.5818, scimark_benchmark: 1858.0974, usercpu_time_millis: 1657.207, usercpu_time_millis_testing: 10.411, usercpu_time_millis_training: 1646.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9245, f_measure: 0.8631, kappa: 0.6693, kb_relative_information_score: 17358.9345, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8661, predictive_accuracy: 0.8614, prior_entropy: 0.863, recall: 0.8614, relative_absolute_error: 0.5017, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.6905, scimark_benchmark: 1852.5406, usercpu_time_millis: 231.855, usercpu_time_millis_testing: 1.151, usercpu_time_millis_training: 230.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9533, kappa: 0.8849, kb_relative_information_score: 26946.7668, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9533, predictive_accuracy: 0.9536, prior_entropy: 0.863, recall: 0.9536, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.192, root_relative_squared_error: 0.4251, scimark_benchmark: 1851.4233, usercpu_time_millis: 237.31, usercpu_time_millis_testing: 11.046, usercpu_time_millis_training: 226.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9628, kappa: 0.9089, kb_relative_information_score: 30088.0275, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9628, predictive_accuracy: 0.9629, prior_entropy: 0.863, recall: 0.9629, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.3708, scimark_benchmark: 1845.9141, usercpu_time_millis: 240.398, usercpu_time_millis_testing: 1.176, usercpu_time_millis_training: 239.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9392, kappa: 0.8496, kb_relative_information_score: 26090.0251, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9395, predictive_accuracy: 0.9399, prior_entropy: 0.863, recall: 0.9399, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.214, root_relative_squared_error: 0.4736, scimark_benchmark: 1839.6694, usercpu_time_millis: 249.318, usercpu_time_millis_testing: 1.75, usercpu_time_millis_training: 247.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9092, kappa: 0.7746, kb_relative_information_score: 21027.9428, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9095, predictive_accuracy: 0.9106, prior_entropy: 0.863, recall: 0.9106, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.5843, scimark_benchmark: 1852.0126, usercpu_time_millis: 242.193, usercpu_time_millis_testing: 1.49, usercpu_time_millis_training: 240.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.8647, kappa: 0.6692, kb_relative_information_score: 16782.1243, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.865, predictive_accuracy: 0.8645, prior_entropy: 0.863, recall: 0.8645, relative_absolute_error: 0.5317, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3097, root_relative_squared_error: 0.6857, scimark_benchmark: 1847.7988, usercpu_time_millis: 266.349, usercpu_time_millis_testing: 7.08, usercpu_time_millis_training: 259.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9176, kappa: 0.7928, kb_relative_information_score: 24069.2853, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9226, predictive_accuracy: 0.9205, prior_entropy: 0.863, recall: 0.9205, relative_absolute_error: 0.3203, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.5173, scimark_benchmark: 1842.0729, usercpu_time_millis: 278.379, usercpu_time_millis_testing: 2.081, usercpu_time_millis_training: 276.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9345, kappa: 0.8376, kb_relative_information_score: 25301.8639, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9349, predictive_accuracy: 0.9353, prior_entropy: 0.863, recall: 0.9353, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.4901, scimark_benchmark: 1129.0662, usercpu_time_millis: 1740.019, usercpu_time_millis_testing: 13.062, usercpu_time_millis_training: 1726.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9614, kappa: 0.9054, kb_relative_information_score: 28820.3558, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9614, predictive_accuracy: 0.9615, prior_entropy: 0.863, recall: 0.9615, relative_absolute_error: 0.1727, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3845, scimark_benchmark: 1848.9843, usercpu_time_millis: 341.93, usercpu_time_millis_testing: 1.798, usercpu_time_millis_training: 340.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.941, kappa: 0.8538, kb_relative_information_score: 24870.4749, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9414, predictive_accuracy: 0.9417, prior_entropy: 0.863, recall: 0.9417, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.4747, scimark_benchmark: 1813.1287, usercpu_time_millis: 376.376, usercpu_time_millis_testing: 15.466, usercpu_time_millis_training: 360.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9285, kappa: 0.8217, kb_relative_information_score: 24748.3285, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9301, predictive_accuracy: 0.93, prior_entropy: 0.863, recall: 0.93, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5004, scimark_benchmark: 1855.4813, usercpu_time_millis: 741.232, usercpu_time_millis_testing: 9.149, usercpu_time_millis_training: 732.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8641, kappa: 0.6714, kb_relative_information_score: 17414.5194, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8668, predictive_accuracy: 0.8626, prior_entropy: 0.863, recall: 0.8626, relative_absolute_error: 0.5017, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3105, root_relative_squared_error: 0.6873, scimark_benchmark: 1850.9652, usercpu_time_millis: 1189.302, usercpu_time_millis_testing: 5.684, usercpu_time_millis_training: 1183.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.9172, kappa: 0.7918, kb_relative_information_score: 24468.0123, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.922, predictive_accuracy: 0.92, prior_entropy: 0.863, recall: 0.92, relative_absolute_error: 0.3014, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.5152, scimark_benchmark: 1840.6297, usercpu_time_millis: 482.469, usercpu_time_millis_testing: 2.541, usercpu_time_millis_training: 479.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.9318, kappa: 0.8311, kb_relative_information_score: 25705.902, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9319, predictive_accuracy: 0.9325, prior_entropy: 0.863, recall: 0.9325, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.4933, scimark_benchmark: 1833.5904, usercpu_time_millis: 1348.741, usercpu_time_millis_testing: 3.67, usercpu_time_millis_training: 1345.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9337, kappa: 0.8354, kb_relative_information_score: 25292.3514, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9343, predictive_accuracy: 0.9347, prior_entropy: 0.863, recall: 0.9347, relative_absolute_error: 0.2767, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.4934, scimark_benchmark: 1851.9456, usercpu_time_millis: 1414.415, usercpu_time_millis_testing: 9.283, usercpu_time_millis_training: 1405.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9153, kappa: 0.7868, kb_relative_information_score: 24343.9362, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9208, predictive_accuracy: 0.9184, prior_entropy: 0.863, recall: 0.9184, relative_absolute_error: 0.3016, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.5274, scimark_benchmark: 1852.859, usercpu_time_millis: 1897.755, usercpu_time_millis_testing: 7.784, usercpu_time_millis_training: 1889.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9405, kappa: 0.853, kb_relative_information_score: 26041.5336, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9406, predictive_accuracy: 0.941, prior_entropy: 0.863, recall: 0.941, relative_absolute_error: 0.2562, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4649, scimark_benchmark: 1783.5817, usercpu_time_millis: 907.456, usercpu_time_millis_testing: 15.246, usercpu_time_millis_training: 892.21,

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