Task
Supervised Classification on spambase

Supervised Classification on spambase

Task 145979 Supervised Classification spambase 58350 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1857.1074, usercpu_time_millis: 0.806, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1824.0183, usercpu_time_millis: 0.849, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 0.668,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [32, 37, 47, 49, 52, 63, 67, 72, 77, 79, 89, 93, 105, 108, 123, 130, 132, 135, 154, 156, 160, 173, 178, 196, 209, 212, 213, 216, 218, 220, 223, 233, 240, 242, 255, 271, 280, 283, 292, 295, 309, 321, 332, 335, 336, 354, 361, 366, 368, 385, 387, 390, 407, 417, 430, 431, 438, 440, 448, 449, 455, 466, 489, 490, 491, 496, 514, 515, 517, 531, 539, 553, 568, 590, 605, 606, 621, 627, 639, 641, 649, 663, 667, 685, 691, 694, 698, 727, 737, 742, 743, 747, 764, 782, 824, 828, 836, 837, 839, 851, 878, 893, 921, 930, 938, 947, 961, 965, 966, 978, 997, 1002, 1004, 1038, 1040, 1052, 1056, 1063, 1064, 1076, 1116, 1140, 1156, 1163, 1200, 1208, 1211, 1212, 1216, 1227, 1234, 1243, 1245, 1250, 1269, 1292, 1321, 1326, 1336, 1337, 1340, 1343, 1374, 1409, 1412, 1427, 1432, 1437, 1443, 1457, 1473, 1484, 1508, 1516, 1525, 1540, 1566, 1586, 1611, 1615, 1616, 1627, 1631, 1643, 1653, 1666, 1688, 1695, ... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.8067, kappa: 0.592, kb_relative_information_score: 1965.232, mean_absolute_error: 0.2914, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8092, prior_entropy: 0.9674, recall: 0.8092, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3889, root_relative_squared_error: 0.7958, scimark_benchmark: 1869.5656, usercpu_time_millis: 0.931, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 0.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1830.6175, usercpu_time_millis: 0.738, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1843.088, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1821.0963, usercpu_time_millis: 0.827, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 0.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 2053.4507, usercpu_time_millis: 0.788, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 1823.072, usercpu_time_millis: 0.929, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 0.726,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 162
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1832.1165, usercpu_time_millis: 0.903, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 0.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1811.9748, usercpu_time_millis: 0.916, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 0.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.8443, kappa: 0.6706, kb_relative_information_score: 2449.9923, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.849, predictive_accuracy: 0.8472, prior_entropy: 0.9674, recall: 0.8472, relative_absolute_error: 0.5037, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3534, root_relative_squared_error: 0.7233, scimark_benchmark: 1827.7526, usercpu_time_millis: 0.935, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.7865, kappa: 0.549, kb_relative_information_score: 1718.1489, mean_absolute_error: 0.3167, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7883, predictive_accuracy: 0.7898, prior_entropy: 0.9674, recall: 0.7898, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4047, root_relative_squared_error: 0.8282, scimark_benchmark: 1826.6788, usercpu_time_millis: 0.858, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 1771.997, usercpu_time_millis: 0.912, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1807.7017, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1718.6781, usercpu_time_millis: 0.846, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.652,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 628
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1813.3995, usercpu_time_millis: 1.574, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 1.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1883.4371, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1841.6688, usercpu_time_millis: 0.754, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 1853.0716, usercpu_time_millis: 0.782, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.622,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [32, 37, 47, 49, 52, 63, 67, 72, 77, 79, 89, 93, 105, 108, 123, 130, 132, 135, 154, 156, 160, 173, 178, 196, 209, 212, 213, 216, 218, 220, 223, 233, 240, 242, 255, 271, 280, 283, 292, 295, 309, 321, 332, 335, 336, 354, 361, 366, 368, 385, 387, 390, 407, 417, 430, 431, 438, 440, 448, 449, 455, 466, 489, 490, 491, 496, 514, 515, 517, 531, 539, 553, 568, 590, 605, 606, 621, 627, 639, 641, 649, 663, 667, 685, 691, 694, 698, 727, 737, 742, 743, 747, 764, 782, 824, 828, 836, 837, 839, 851, 878, 893, 921, 930, 938, 947, 961, 965, 966, 978, 997, 1002, 1004, 1038, 1040, 1052, 1056, 1063, 1064, 1076, 1116, 1140, 1156, 1163, 1200, 1208, 1211, 1212, 1216, 1227, 1234, 1243, 1245, 1250, 1269, 1292, 1321, 1326, 1336, 1337, 1340, 1343, 1374, 1409, 1412, 1427, 1432, 1437, 1443, 1457, 1473, 1484, 1508, 1516, 1525, 1540, 1566, 1586, 1611, 1615, 1616, 1627, 1631, 1643, 1653, 1666, 1688, 1695, ... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1840.2451, usercpu_time_millis: 0.8, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1858.9631, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1834.7315, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1835.2642, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1811.2496, usercpu_time_millis: 0.767, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7638, f_measure: 0.7501, kappa: 0.4707, kb_relative_information_score: 1414.011, mean_absolute_error: 0.3461, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7608, predictive_accuracy: 0.7594, prior_entropy: 0.9674, recall: 0.7594, relative_absolute_error: 0.7247, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.422, root_relative_squared_error: 0.8636, scimark_benchmark: 1840.2247, usercpu_time_millis: 0.723, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.554,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 390
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1838.728, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1811.0082, usercpu_time_millis: 0.933, usercpu_time_millis_testing: 0.221, usercpu_time_millis_training: 0.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1813.305, usercpu_time_millis: 0.95, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 0.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 1808.3691, usercpu_time_millis: 1.05, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 0.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1830.9902, usercpu_time_millis: 0.729, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1832.7379, usercpu_time_millis: 0.801, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 0.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1828.6161, usercpu_time_millis: 0.666, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 0.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1867.4749, usercpu_time_millis: 0.823, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1832.7956, usercpu_time_millis: 0.662, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 0.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 1827.0681, usercpu_time_millis: 0.866, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1835.2001, usercpu_time_millis: 0.877, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 0.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1800.9089, usercpu_time_millis: 1.287, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 1.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1818.7896, usercpu_time_millis: 0.746, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6704, f_measure: 0.6363, kappa: 0.2616, kb_relative_information_score: 775.7275, mean_absolute_error: 0.4055, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7405, predictive_accuracy: 0.6903, prior_entropy: 0.9674, recall: 0.6903, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9288, scimark_benchmark: 1791.7627, usercpu_time_millis: 0.804, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 0.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8149, f_measure: 0.8119, kappa: 0.6024, kb_relative_information_score: 2045.1471, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.8147, predictive_accuracy: 0.815, prior_entropy: 0.9674, recall: 0.815, relative_absolute_error: 0.5923, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3837, root_relative_squared_error: 0.7853, scimark_benchmark: 1835.2001, usercpu_time_millis: 0.93, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 0.739,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 1
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [32, 37, 47, 49, 52, 63, 67, 72, 77, 79, 89, 93, 105, 108, 123, 130, 132, 135, 154, 156, 160, 173, 178, 196, 209, 212, 213, 216, 218, 220, 223, 233, 240, 242, 255, 271, 280, 283, 292, 295, 309, 321, 332, 335, 336, 354, 361, 366, 368, 385, 387, 390, 407, 417, 430, 431, 438, 440, 448, 449, 455, 466, 489, 490, 491, 496, 514, 515, 517, 531, 539, 553, 568, 590, 605, 606, 621, 627, 639, 641, 649, 663, 667, 685, 691, 694, 698, 727, 737, 742, 743, 747, 764, 782, 824, 828, 836, 837, 839, 851, 878, 893, 921, 930, 938, 947, 961, 965, 966, 978, 997, 1002, 1004, 1038, 1040, 1052, 1056, 1063, 1064, 1076, 1116, 1140, 1156, 1163, 1200, 1208, 1211, 1212, 1216, 1227, 1234, 1243, 1245, 1250, 1269, 1292, 1321, 1326, 1336, 1337, 1340, 1343, 1374, 1409, 1412, 1427, 1432, 1437, 1443, 1457, 1473, 1484, 1508, 1516, 1525, 1540, 1566, 1586, 1611, 1615, 1616, 1627, 1631, 1643, 1653, 1666, 1688, 1695, ... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1722.831, usercpu_time_millis: 0.8, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8797, f_measure: 0.8798, kappa: 0.7462, kb_relative_information_score: 2852.6762, mean_absolute_error: 0.1982, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.8825, predictive_accuracy: 0.8813, prior_entropy: 0.9674, recall: 0.8813, relative_absolute_error: 0.4149, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.6559, scimark_benchmark: 1813.4915, usercpu_time_millis: 1.126, usercpu_time_millis_testing: 0.212, usercpu_time_millis_training: 0.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 2059.8734, usercpu_time_millis: 0.802, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1841.4768, usercpu_time_millis: 0.68, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 0.522,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [32, 37, 47, 49, 52, 63, 67, 72, 77, 79, 89, 93, 105, 108, 123, 130, 132, 135, 154, 156, 160, 173, 178, 196, 209, 212, 213, 216, 218, 220, 223, 233, 240, 242, 255, 271, 280, 283, 292, 295, 309, 321, 332, 335, 336, 354, 361, 366, 368, 385, 387, 390, 407, 417, 430, 431, 438, 440, 448, 449, 455, 466, 489, 490, 491, 496, 514, 515, 517, 531, 539, 553, 568, 590, 605, 606, 621, 627, 639, 641, 649, 663, 667, 685, 691, 694, 698, 727, 737, 742, 743, 747, 764, 782, 824, 828, 836, 837, 839, 851, 878, 893, 921, 930, 938, 947, 961, 965, 966, 978, 997, 1002, 1004, 1038, 1040, 1052, 1056, 1063, 1064, 1076, 1116, 1140, 1156, 1163, 1200, 1208, 1211, 1212, 1216, 1227, 1234, 1243, 1245, 1250, 1269, 1292, 1321, 1326, 1336, 1337, 1340, 1343, 1374, 1409, 1412, 1427, 1432, 1437, 1443, 1457, 1473, 1484, 1508, 1516, 1525, 1540, 1566, 1586, 1611, 1615, 1616, 1627, 1631, 1643, 1653, 1666, 1688, 1695, ... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 1852.9988, usercpu_time_millis: 0.772, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1833.6558, usercpu_time_millis: 0.741, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.8651, kappa: 0.7157, kb_relative_information_score: 2702.4075, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.8661, predictive_accuracy: 0.8663, prior_entropy: 0.9674, recall: 0.8663, relative_absolute_error: 0.4468, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.685, scimark_benchmark: 1799.3287, usercpu_time_millis: 1.25, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 1.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1842.1955, usercpu_time_millis: 0.763, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1845.6052, usercpu_time_millis: 0.725, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1852.4436, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1853.7043, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.6,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [32, 37, 47, 49, 52, 63, 67, 72, 77, 79, 89, 93, 105, 108, 123, 130, 132, 135, 154, 156, 160, 173, 178, 196, 209, 212, 213, 216, 218, 220, 223, 233, 240, 242, 255, 271, 280, 283, 292, 295, 309, 321, 332, 335, 336, 354, 361, 366, 368, 385, 387, 390, 407, 417, 430, 431, 438, 440, 448, 449, 455, 466, 489, 490, 491, 496, 514, 515, 517, 531, 539, 553, 568, 590, 605, 606, 621, 627, 639, 641, 649, 663, 667, 685, 691, 694, 698, 727, 737, 742, 743, 747, 764, 782, 824, 828, 836, 837, 839, 851, 878, 893, 921, 930, 938, 947, 961, 965, 966, 978, 997, 1002, 1004, 1038, 1040, 1052, 1056, 1063, 1064, 1076, 1116, 1140, 1156, 1163, 1200, 1208, 1211, 1212, 1216, 1227, 1234, 1243, 1245, 1250, 1269, 1292, 1321, 1326, 1336, 1337, 1340, 1343, 1374, 1409, 1412, 1427, 1432, 1437, 1443, 1457, 1473, 1484, 1508, 1516, 1525, 1540, 1566, 1586, 1611, 1615, 1616, 1627, 1631, 1643, 1653, 1666, 1688, 1695, ... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1847.6761, usercpu_time_millis: 0.724, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1822.003, usercpu_time_millis: 0.775, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1845.1169, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.552,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 394
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1818.1842, usercpu_time_millis: 0.948, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 0.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1816.1974, usercpu_time_millis: 0.904, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 0.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1820.6867, usercpu_time_millis: 0.927, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 0.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1851.756, usercpu_time_millis: 0.766, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1833.2039, usercpu_time_millis: 0.857, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 0.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1859.7926, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 0.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1858.7946, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 0.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1866.4713, usercpu_time_millis: 0.841, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 0.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1836.6582, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1845.3986, usercpu_time_millis: 0.826, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 0.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1819.7747, usercpu_time_millis: 0.808, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1827.573, usercpu_time_millis: 0.824, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 0.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1827.2485, usercpu_time_millis: 0.822, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 0.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1830.7616, usercpu_time_millis: 0.846, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1828.7081, usercpu_time_millis: 0.876, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 0.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1722.2536, usercpu_time_millis: 0.796, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1892.6244, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.518,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 471
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 2082.3231, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1821.2182, usercpu_time_millis: 0.928, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 0.714,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [32, 37, 47, 49, 52, 63, 67, 72, 77, 79, 89, 93, 105, 108, 123, 130, 132, 135, 154, 156, 160, 173, 178, 196, 209, 212, 213, 216, 218, 220, 223, 233, 240, 242, 255, 271, 280, 283, 292, 295, 309, 321, 332, 335, 336, 354, 361, 366, 368, 385, 387, 390, 407, 417, 430, 431, 438, 440, 448, 449, 455, 466, 489, 490, 491, 496, 514, 515, 517, 531, 539, 553, 568, 590, 605, 606, 621, 627, 639, 641, 649, 663, 667, 685, 691, 694, 698, 727, 737, 742, 743, 747, 764, 782, 824, 828, 836, 837, 839, 851, 878, 893, 921, 930, 938, 947, 961, 965, 966, 978, 997, 1002, 1004, 1038, 1040, 1052, 1056, 1063, 1064, 1076, 1116, 1140, 1156, 1163, 1200, 1208, 1211, 1212, 1216, 1227, 1234, 1243, 1245, 1250, 1269, 1292, 1321, 1326, 1336, 1337, 1340, 1343, 1374, 1409, 1412, 1427, 1432, 1437, 1443, 1457, 1473, 1484, 1508, 1516, 1525, 1540, 1566, 1586, 1611, 1615, 1616, 1627, 1631, 1643, 1653, 1666, 1688, 1695, ... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1858.6076, usercpu_time_millis: 0.752, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 0.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.7998, kappa: 0.5777, kb_relative_information_score: 1861.238, mean_absolute_error: 0.3022, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.8005, predictive_accuracy: 0.802, prior_entropy: 0.9674, recall: 0.802, relative_absolute_error: 0.6329, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.8095, scimark_benchmark: 1841.9374, usercpu_time_millis: 0.799, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.628,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Prediction count does not match: Repeat 0 fold 0 sample 0 expected predictions with row id's [32, 37, 47, 49, 52, 63, 67, 72, 77, 79, 89, 93, 105, 108, 123, 130, 132, 135, 154, 156, 160, 173, 178, 196, 209, 212, 213, 216, 218, 220, 223, 233, 240, 242, 255, 271, 280, 283, 292, 295, 309, 321, 332, 335, 336, 354, 361, 366, 368, 385, 387, 390, 407, 417, 430, 431, 438, 440, 448, 449, 455, 466, 489, 490, 491, 496, 514, 515, 517, 531, 539, 553, 568, 590, 605, 606, 621, 627, 639, 641, 649, 663, 667, 685, 691, 694, 698, 727, 737, 742, 743, 747, 764, 782, 824, 828, 836, 837, 839, 851, 878, 893, 921, 930, 938, 947, 961, 965, 966, 978, 997, 1002, 1004, 1038, 1040, 1052, 1056, 1063, 1064, 1076, 1116, 1140, 1156, 1163, 1200, 1208, 1211, 1212, 1216, 1227, 1234, 1243, 1245, 1250, 1269, 1292, 1321, 1326, 1336, 1337, 1340, 1343, 1374, 1409, 1412, 1427, 1432, 1437, 1443, 1457, 1473, 1484, 1508, 1516, 1525, 1540, 1566, 1586, 1611, 1615, 1616, 1627, 1631, 1643, 1653, 1666, 1688, 1695, ... (message cut-off due to excessive length)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1794.2326, usercpu_time_millis: 0.773, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1847.7335, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1849.6074, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1857.9088, usercpu_time_millis: 0.793, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.606,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of file, read Token[EOF], line 394
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1849.3014, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 0.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1807.1987, usercpu_time_millis: 1.087, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 0.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, f_measure: 0.7754, kappa: 0.5248, kb_relative_information_score: 1591.2229, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.7784, predictive_accuracy: 0.7798, prior_entropy: 0.9674, recall: 0.7798, relative_absolute_error: 0.6904, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8424, scimark_benchmark: 1814.9626, usercpu_time_millis: 0.778, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.8078, kappa: 0.5951, kb_relative_information_score: 1941.8711, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.808, predictive_accuracy: 0.8094, prior_entropy: 0.9674, recall: 0.8094, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.798, scimark_benchmark: 1846.2342, usercpu_time_millis: 0.767, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.4573, kb_relative_information_score: 0.0932, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.4776, number_of_instances: 4601, precision: 0.3672, predictive_accuracy: 0.606, prior_entropy: 0.9674, recall: 0.606, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4886, root_mean_squared_error: 0.4886, root_relative_squared_error: 1, scimark_benchmark: 1826.744, usercpu_time_millis: 0.906, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 0.693,

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