OpenML
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 145834 Supervised Classification banknote-authentication 43620 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1315.6968, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0471, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.1805, scimark_benchmark: 1577.9839, usercpu_time_millis: 3.579, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 3.199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1211.3476, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.1445, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1178, root_relative_squared_error: 0.2371, scimark_benchmark: 1820.1534, usercpu_time_millis: 3.707, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 3.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9445, kappa: 0.8875, kb_relative_information_score: 1054.3044, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9447, predictive_accuracy: 0.9446, prior_entropy: 0.9912, recall: 0.9446, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.217, root_relative_squared_error: 0.4367, scimark_benchmark: 1809.3254, usercpu_time_millis: 1.071, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.926, kappa: 0.8498, kb_relative_information_score: 955.5425, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9279, predictive_accuracy: 0.9264, prior_entropy: 0.9912, recall: 0.9264, relative_absolute_error: 0.3432, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.486, scimark_benchmark: 1856.435, usercpu_time_millis: 2.199, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 2.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1240.0895, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.1193, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.104, root_relative_squared_error: 0.2093, scimark_benchmark: 1730.0787, usercpu_time_millis: 6.408, usercpu_time_millis_testing: 0.621, usercpu_time_millis_training: 5.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9898, kappa: 0.9793, kb_relative_information_score: 1298.1074, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0643, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.1814, scimark_benchmark: 1869.0768, usercpu_time_millis: 3.568, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 3.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9145, kappa: 0.8266, kb_relative_information_score: 1004.6764, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.915, predictive_accuracy: 0.9147, prior_entropy: 0.9912, recall: 0.9147, relative_absolute_error: 0.2898, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.5241, scimark_benchmark: 1922.357, usercpu_time_millis: 5.309, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 4.978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3966, kb_relative_information_score: 0.0288, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1736.4296, usercpu_time_millis: 1.898, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 1.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9898, kappa: 0.9793, kb_relative_information_score: 1328.3573, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.0347, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.1839, scimark_benchmark: 1857.1082, usercpu_time_millis: 8.15, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 7.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1275.8463, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0848, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0967, root_relative_squared_error: 0.1946, scimark_benchmark: 1852.9259, usercpu_time_millis: 6.224, usercpu_time_millis_testing: 0.531, usercpu_time_millis_training: 5.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9854, kappa: 0.9705, kb_relative_information_score: 1256.229, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.0983, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.239, scimark_benchmark: 1713.2813, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9219, kappa: 0.8417, kb_relative_information_score: 1047.9118, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.922, predictive_accuracy: 0.922, prior_entropy: 0.9912, recall: 0.922, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.4834, scimark_benchmark: 1850.2875, usercpu_time_millis: 7.476, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 6.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9832, kappa: 0.9661, kb_relative_information_score: 1126.3229, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9833, predictive_accuracy: 0.9832, prior_entropy: 0.9912, recall: 0.9832, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.3142, scimark_benchmark: 1809.4769, usercpu_time_millis: 3.646, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 3.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9825, kappa: 0.9646, kb_relative_information_score: 1169.159, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9825, predictive_accuracy: 0.9825, prior_entropy: 0.9912, recall: 0.9825, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.15, root_relative_squared_error: 0.3019, scimark_benchmark: 1853.9121, usercpu_time_millis: 1.229, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 1.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1274.4522, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.088, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.1805, scimark_benchmark: 1857.5664, usercpu_time_millis: 1.087, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.8886, kappa: 0.7747, kb_relative_information_score: 763.2651, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8889, predictive_accuracy: 0.8885, prior_entropy: 0.9912, recall: 0.8885, relative_absolute_error: 0.4952, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2949, root_relative_squared_error: 0.5935, scimark_benchmark: 1852.9259, usercpu_time_millis: 1.363, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 1.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9832, kappa: 0.9661, kb_relative_information_score: 1214.3308, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9832, predictive_accuracy: 0.9832, prior_entropy: 0.9912, recall: 0.9832, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.2689, scimark_benchmark: 1874.0573, usercpu_time_millis: 6.138, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 5.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1325.9239, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.0396, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.145, scimark_benchmark: 1871.2001, usercpu_time_millis: 4.846, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 4.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.3966, kb_relative_information_score: -0.1451, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1870.2804, usercpu_time_millis: 1.442, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 1.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.3966, kb_relative_information_score: 0.0094, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1872.6858, usercpu_time_millis: 1.458, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 1.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1168.7095, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.2789, scimark_benchmark: 1871.2001, usercpu_time_millis: 0.904, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1303.2843, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.1759, scimark_benchmark: 1732.4774, usercpu_time_millis: 8.013, usercpu_time_millis_testing: 0.97, usercpu_time_millis_training: 7.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1188.936, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.1594, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.141, root_relative_squared_error: 0.2837, scimark_benchmark: 1770.182, usercpu_time_millis: 4.255, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 3.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9883, kappa: 0.9764, kb_relative_information_score: 1214.9202, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.9912, recall: 0.9883, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.119, root_relative_squared_error: 0.2394, scimark_benchmark: 1765.8052, usercpu_time_millis: 1.9, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 1.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3966, kb_relative_information_score: -0.0428, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1864.1101, usercpu_time_millis: 1.378, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 1.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3966, kb_relative_information_score: 0.0323, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1864.6352, usercpu_time_millis: 1.605, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 1.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1269.1508, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.2147, scimark_benchmark: 1862.9991, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9327, kappa: 0.8634, kb_relative_information_score: 972.3231, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9339, predictive_accuracy: 0.9329, prior_entropy: 0.9912, recall: 0.9329, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2343, root_relative_squared_error: 0.4715, scimark_benchmark: 1833.1413, usercpu_time_millis: 4.814, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 4.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1308.8369, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.0555, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.079, root_relative_squared_error: 0.1591, scimark_benchmark: 1929.125, usercpu_time_millis: 0.927, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9723, kappa: 0.9441, kb_relative_information_score: 1044.7394, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9726, predictive_accuracy: 0.9723, prior_entropy: 0.9912, recall: 0.9723, relative_absolute_error: 0.2831, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.19, root_relative_squared_error: 0.3824, scimark_benchmark: 1761.6578, usercpu_time_millis: 6.04, usercpu_time_millis_testing: 0.828, usercpu_time_millis_training: 5.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9672, kappa: 0.9337, kb_relative_information_score: 1085.1153, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 0.9912, recall: 0.9672, relative_absolute_error: 0.242, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.3854, scimark_benchmark: 1838.1861, usercpu_time_millis: 6.701, usercpu_time_millis_testing: 0.594, usercpu_time_millis_training: 6.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9738, kappa: 0.9469, kb_relative_information_score: 1217.9955, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9738, predictive_accuracy: 0.9738, prior_entropy: 0.9912, recall: 0.9738, relative_absolute_error: 0.1285, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.2949, scimark_benchmark: 1833.5346, usercpu_time_millis: 12.854, usercpu_time_millis_testing: 0.869, usercpu_time_millis_training: 11.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8495, kappa: 0.6966, kb_relative_information_score: 736.6979, mean_absolute_error: 0.2485, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8516, predictive_accuracy: 0.8491, prior_entropy: 0.9912, recall: 0.8491, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.6864, scimark_benchmark: 1845.7222, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1301.7365, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.166, scimark_benchmark: 1751.9243, usercpu_time_millis: 5.5, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 5.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9847, kappa: 0.969, kb_relative_information_score: 1238.2004, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 0.9912, recall: 0.9847, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.2451, scimark_benchmark: 1845.264, usercpu_time_millis: 4.997, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 4.569,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9364, kappa: 0.871, kb_relative_information_score: 1061.5562, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9371, predictive_accuracy: 0.9366, prior_entropy: 0.9912, recall: 0.9366, relative_absolute_error: 0.2527, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.4341, scimark_benchmark: 1762.0435, usercpu_time_millis: 1.151, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.074,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9393, kappa: 0.877, kb_relative_information_score: 869.3347, mean_absolute_error: 0.2079, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9399, predictive_accuracy: 0.9395, prior_entropy: 0.9912, recall: 0.9395, relative_absolute_error: 0.4209, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.5117, scimark_benchmark: 1781.2805, usercpu_time_millis: 3.398, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 3.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1337.74, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.1463, scimark_benchmark: 1786.9005, usercpu_time_millis: 0.701, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1289.55, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1898, scimark_benchmark: 1827.4597, usercpu_time_millis: 7.775, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 7.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1323.1197, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.0423, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.1463, scimark_benchmark: 1832.643, usercpu_time_millis: 7.087, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 6.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9386, kappa: 0.8756, kb_relative_information_score: 1049.8574, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.939, predictive_accuracy: 0.9388, prior_entropy: 0.9912, recall: 0.9388, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4433, scimark_benchmark: 1829.8951, usercpu_time_millis: 7.596, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 7.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9716, kappa: 0.9426, kb_relative_information_score: 1124.3719, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9719, predictive_accuracy: 0.9716, prior_entropy: 0.9912, recall: 0.9716, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1731, root_relative_squared_error: 0.3483, scimark_benchmark: 1822.8798, usercpu_time_millis: 6.865, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 6.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1329.0034, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0342, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.1833, scimark_benchmark: 1819.5778, usercpu_time_millis: 5.467, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 5.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9665, kappa: 0.9322, kb_relative_information_score: 1160.1511, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9665, predictive_accuracy: 0.9665, prior_entropy: 0.9912, recall: 0.9665, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.3455, scimark_benchmark: 1818.4239, usercpu_time_millis: 2.903, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 2.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9716, kappa: 0.9425, kb_relative_information_score: 1123.9736, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9717, predictive_accuracy: 0.9716, prior_entropy: 0.9912, recall: 0.9716, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3439, scimark_benchmark: 1814.7031, usercpu_time_millis: 1.737, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 1.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1278.4365, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.087, root_relative_squared_error: 0.1751, scimark_benchmark: 1829.5967, usercpu_time_millis: 2.394, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 2.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9131, kappa: 0.8237, kb_relative_information_score: 1014.0524, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9135, predictive_accuracy: 0.9133, prior_entropy: 0.9912, recall: 0.9133, relative_absolute_error: 0.2812, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.5215, scimark_benchmark: 1831.5181, usercpu_time_millis: 1.813, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 1.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9128, kappa: 0.823, kb_relative_information_score: 937.3522, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9146, predictive_accuracy: 0.9133, prior_entropy: 0.9912, recall: 0.9133, relative_absolute_error: 0.3516, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.5247, scimark_benchmark: 1828.3963, usercpu_time_millis: 4.451, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 3.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1307.4463, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.0568, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.1598, scimark_benchmark: 1814.1589, usercpu_time_millis: 5.492, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 5.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3966, kb_relative_information_score: -0.0446, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1832.1401, usercpu_time_millis: 1.766, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 1.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9292, kappa: 0.8564, kb_relative_information_score: 1065.7792, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9294, predictive_accuracy: 0.9293, prior_entropy: 0.9912, recall: 0.9293, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.4476, scimark_benchmark: 1811.0513, usercpu_time_millis: 3.126, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 2.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9167, kappa: 0.831, kb_relative_information_score: 955.2216, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9172, predictive_accuracy: 0.9169, prior_entropy: 0.9912, recall: 0.9169, relative_absolute_error: 0.3362, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.5117, scimark_benchmark: 1831.5181, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1212.1791, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.24, scimark_benchmark: 1831.5181, usercpu_time_millis: 0.683, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 743.2472, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.4988, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.6873, scimark_benchmark: 1827.4597, usercpu_time_millis: 0.403, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9913, kappa: 0.9823, kb_relative_information_score: 1286.7613, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9912, recall: 0.9913, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.1829, scimark_benchmark: 1832.0209, usercpu_time_millis: 1.561, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 1.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1322.0756, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.097, root_relative_squared_error: 0.1952, scimark_benchmark: 1742.5561, usercpu_time_millis: 11.27, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 10.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1265.5017, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.1847, scimark_benchmark: 1731.7747, usercpu_time_millis: 10.008, usercpu_time_millis_testing: 0.978, usercpu_time_millis_training: 9.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1317.6705, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.0475, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.1498, scimark_benchmark: 1730.8613, usercpu_time_millis: 8.984, usercpu_time_millis_testing: 0.666, usercpu_time_millis_training: 8.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9438, kappa: 0.886, kb_relative_information_score: 930.0535, mean_absolute_error: 0.184, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.944, predictive_accuracy: 0.9439, prior_entropy: 0.9912, recall: 0.9439, relative_absolute_error: 0.3725, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.4742, scimark_benchmark: 1733.2349, usercpu_time_millis: 5.613, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 4.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9854, kappa: 0.9705, kb_relative_information_score: 1134.3533, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9855, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.2097, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3087, scimark_benchmark: 1737.7008, usercpu_time_millis: 6.837, usercpu_time_millis_testing: 0.598, usercpu_time_millis_training: 6.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1224.1429, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1229, root_relative_squared_error: 0.2472, scimark_benchmark: 1742.6683, usercpu_time_millis: 5.062, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 4.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1316.7287, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.2064, scimark_benchmark: 1861.5647, usercpu_time_millis: 3.966, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 3.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1222.6198, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1231, root_relative_squared_error: 0.2478, scimark_benchmark: 1862.0186, usercpu_time_millis: 2.537, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 2.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1320.278, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.045, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0734, root_relative_squared_error: 0.1477, scimark_benchmark: 1745.9375, usercpu_time_millis: 3.425, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 3.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9526, kappa: 0.9039, kb_relative_information_score: 926.861, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9527, predictive_accuracy: 0.9526, prior_entropy: 0.9912, recall: 0.9526, relative_absolute_error: 0.3762, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.235, root_relative_squared_error: 0.4728, scimark_benchmark: 1733.2349, usercpu_time_millis: 3.432, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 3.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1262.5807, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0987, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.1908, scimark_benchmark: 1750.0316, usercpu_time_millis: 4.564, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 4.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8517, kappa: 0.7011, kb_relative_information_score: 733.8347, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8538, predictive_accuracy: 0.8513, prior_entropy: 0.9912, recall: 0.8513, relative_absolute_error: 0.5061, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.6901, scimark_benchmark: 1862.0186, usercpu_time_millis: 2.134, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 1.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.9152, kappa: 0.828, kb_relative_information_score: 1006.2563, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9158, predictive_accuracy: 0.9155, prior_entropy: 0.9912, recall: 0.9155, relative_absolute_error: 0.2879, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.5209, scimark_benchmark: 1736.3456, usercpu_time_millis: 4.01, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 3.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 1310.7457, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9935, predictive_accuracy: 0.9934, prior_entropy: 0.9912, recall: 0.9934, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.078, root_relative_squared_error: 0.1569, scimark_benchmark: 1742.406, usercpu_time_millis: 4.97, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 4.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9223, kappa: 0.8422, kb_relative_information_score: 796.7846, mean_absolute_error: 0.2357, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9246, predictive_accuracy: 0.9227, prior_entropy: 0.9912, recall: 0.9227, relative_absolute_error: 0.4772, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.5563, scimark_benchmark: 1858.3038, usercpu_time_millis: 0.829, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 0.743,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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