OpenML
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1276.8353, usercpu_time_millis: 4.284, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 3.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.8941, kappa: 0.6017, kb_relative_information_score: 1526.6703, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9118, predictive_accuracy: 0.8856, prior_entropy: 0.5848, recall: 0.8856, relative_absolute_error: 0.4212, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.6336, scimark_benchmark: 1299.1084, usercpu_time_millis: 565.973, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 565.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9433, kappa: 0.7473, kb_relative_information_score: 1893.0927, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9502, predictive_accuracy: 0.9482, prior_entropy: 0.5848, recall: 0.9482, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.209, root_relative_squared_error: 0.6024, scimark_benchmark: 1297.7036, usercpu_time_millis: 5.061, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 4.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1262.3424, usercpu_time_millis: 4.221, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 3.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.9366, kappa: 0.7151, kb_relative_information_score: 1835.6465, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9452, predictive_accuracy: 0.9427, prior_entropy: 0.5848, recall: 0.9427, relative_absolute_error: 0.501, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.214, root_relative_squared_error: 0.6168, scimark_benchmark: 1308.3048, usercpu_time_millis: 4.955, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 4.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1278.1586, usercpu_time_millis: 4.002, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 3.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1271.8665, usercpu_time_millis: 4.262, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 3.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1280.7774, usercpu_time_millis: 3.838, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 3.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1299.5321, usercpu_time_millis: 4.059, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 3.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1286.7062, usercpu_time_millis: 4.267, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 3.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1268.4549, usercpu_time_millis: 4.017, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 3.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1247.51, usercpu_time_millis: 3.92, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 3.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9234, f_measure: 0.9036, kappa: 0.5539, kb_relative_information_score: 1292.4117, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9228, predictive_accuracy: 0.918, prior_entropy: 0.5848, recall: 0.918, relative_absolute_error: 0.6727, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7407, scimark_benchmark: 1262.567, usercpu_time_millis: 4.208, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 3.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1296.656, usercpu_time_millis: 4.324, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 4.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7536, kappa: 0.2897, kb_relative_information_score: -555.4484, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8622, predictive_accuracy: 0.7106, prior_entropy: 0.5848, recall: 0.7106, relative_absolute_error: 0.7981, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.9262, scimark_benchmark: 1278.0806, usercpu_time_millis: 2221.477, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 2221.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1286.8697, usercpu_time_millis: 4.197, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 3.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.903, kappa: 0.5506, kb_relative_information_score: 1433.3955, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9229, predictive_accuracy: 0.9177, prior_entropy: 0.5848, recall: 0.9177, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.7122, scimark_benchmark: 1261.0283, usercpu_time_millis: 4.837, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 4.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1279.8849, usercpu_time_millis: 5.15, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 4.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1271.2899, usercpu_time_millis: 4.248, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 3.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1303.6773, usercpu_time_millis: 4.56, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 4.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1303.1594, usercpu_time_millis: 4.399, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 4.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1265.632, usercpu_time_millis: 4.431, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 4.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1264.4262, usercpu_time_millis: 4.259, usercpu_time_millis_testing: 0.741, usercpu_time_millis_training: 3.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, f_measure: 0.1923, kappa: 0.0237, kb_relative_information_score: -6415.5867, mean_absolute_error: 0.4564, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8516, predictive_accuracy: 0.2229, prior_entropy: 0.5848, recall: 0.2229, relative_absolute_error: 1.8943, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4768, root_relative_squared_error: 1.3742, scimark_benchmark: 1299.7848, usercpu_time_millis: 3502.204, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 3501.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7676, f_measure: 0.695, kappa: 0.2515, kb_relative_information_score: -2164.9421, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8756, predictive_accuracy: 0.6404, prior_entropy: 0.5848, recall: 0.6404, relative_absolute_error: 1.2385, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4844, root_relative_squared_error: 1.396, scimark_benchmark: 1265.7159, usercpu_time_millis: 1915.751, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 1915.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1299.7994, usercpu_time_millis: 4.498, usercpu_time_millis_testing: 0.318, usercpu_time_millis_training: 4.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.633, f_measure: 0.7953, kb_relative_information_score: 9.6914, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.9989, scimark_benchmark: 1274.6053, usercpu_time_millis: 4.828, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 4.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9006, kappa: 0.6314, kb_relative_information_score: 1659.1922, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9214, predictive_accuracy: 0.8917, prior_entropy: 0.5848, recall: 0.8917, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.607, scimark_benchmark: 1282.1603, usercpu_time_millis: 1398.469, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 1398.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1267.265, usercpu_time_millis: 4.346, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 4.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1285.9688, usercpu_time_millis: 3.635, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 3.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6734, f_measure: 0.8133, kappa: 0.3753, kb_relative_information_score: -487.3571, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8674, predictive_accuracy: 0.7874, prior_entropy: 0.5848, recall: 0.7874, relative_absolute_error: 0.924, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4594, root_relative_squared_error: 1.3241, scimark_benchmark: 1300.1611, usercpu_time_millis: 706.985, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 706.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.9514, kappa: 0.7855, kb_relative_information_score: 2066.936, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9562, predictive_accuracy: 0.9549, prior_entropy: 0.5848, recall: 0.9549, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5608, scimark_benchmark: 1270.1367, usercpu_time_millis: 7.308, usercpu_time_millis_testing: 0.832, usercpu_time_millis_training: 6.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1298.5355, usercpu_time_millis: 4.248, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 3.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1302.4394, usercpu_time_millis: 4.095, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 3.827,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.9249, kappa: 0.6585, kb_relative_information_score: 1689.7321, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.937, predictive_accuracy: 0.9335, prior_entropy: 0.5848, recall: 0.9335, relative_absolute_error: 0.5589, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.6508, scimark_benchmark: 1293.2045, usercpu_time_millis: 4.391, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 4.109,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1287.1481, usercpu_time_millis: 4.261, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 4.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.9142, kappa: 0.6062, kb_relative_information_score: 1494.8006, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9299, predictive_accuracy: 0.9256, prior_entropy: 0.5848, recall: 0.9256, relative_absolute_error: 0.6107, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.6958, scimark_benchmark: 1284.8478, usercpu_time_millis: 4.547, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 4.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1282.8829, usercpu_time_millis: 3.8, usercpu_time_millis_testing: 0.221, usercpu_time_millis_training: 3.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1284.9176, usercpu_time_millis: 2.752, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 2.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1293.8577, usercpu_time_millis: 2.904, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 2.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6693, f_measure: 0.8642, kappa: 0.4664, kb_relative_information_score: 729.8287, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8736, predictive_accuracy: 0.8576, prior_entropy: 0.5848, recall: 0.8576, relative_absolute_error: 0.634, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3748, root_relative_squared_error: 1.0801, scimark_benchmark: 1264.6995, usercpu_time_millis: 985.668, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 985.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1301.5669, usercpu_time_millis: 3.445, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 3.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1271.3247, usercpu_time_millis: 3.951, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 3.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1294.0817, usercpu_time_millis: 4.056, usercpu_time_millis_testing: -0.257, usercpu_time_millis_training: 4.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8319, kappa: 0.1872, kb_relative_information_score: 812.4924, mean_absolute_error: 0.2002, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8849, predictive_accuracy: 0.8759, prior_entropy: 0.5848, recall: 0.8759, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.295, root_relative_squared_error: 0.8502, scimark_benchmark: 1299.7703, usercpu_time_millis: 4.569, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 4.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6461, f_measure: 0.3238, kappa: 0.0527, kb_relative_information_score: -5424.0416, mean_absolute_error: 0.4122, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8563, predictive_accuracy: 0.3062, prior_entropy: 0.5848, recall: 0.3062, relative_absolute_error: 1.7107, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.4526, root_relative_squared_error: 1.3043, scimark_benchmark: 1271.1936, usercpu_time_millis: 2778.817, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 2778.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.8271, kappa: 0.4322, kb_relative_information_score: 459.822, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8868, predictive_accuracy: 0.8021, prior_entropy: 0.5848, recall: 0.8021, relative_absolute_error: 0.6415, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2684, root_relative_squared_error: 0.7734, scimark_benchmark: 1285.9374, usercpu_time_millis: 296.322, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 296.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5138, f_measure: 0.7041, kappa: 0.068, kb_relative_information_score: -2609.6597, mean_absolute_error: 0.3441, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7805, predictive_accuracy: 0.6575, prior_entropy: 0.5848, recall: 0.6575, relative_absolute_error: 1.4281, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.5849, root_relative_squared_error: 1.6857, scimark_benchmark: 1309.2418, usercpu_time_millis: 4889.15, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 4888.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6739, f_measure: 0.7953, kb_relative_information_score: 193.1656, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9707, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.9727, scimark_benchmark: 1272.0873, usercpu_time_millis: 4.837, usercpu_time_millis_testing: -0.148, usercpu_time_millis_training: 4.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1304.5101, usercpu_time_millis: 4.065, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 3.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1276.6504, usercpu_time_millis: 4.595, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 4.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6456, f_measure: 0.323, kappa: 0.0525, kb_relative_information_score: -5429.7269, mean_absolute_error: 0.4126, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8561, predictive_accuracy: 0.3056, prior_entropy: 0.5848, recall: 0.3056, relative_absolute_error: 1.7124, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.453, root_relative_squared_error: 1.3056, scimark_benchmark: 1307.5726, usercpu_time_millis: 4361.69, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 4361.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9665, kappa: 0.8555, kb_relative_information_score: 2492.7667, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9682, predictive_accuracy: 0.968, prior_entropy: 0.5848, recall: 0.968, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.4626, scimark_benchmark: 1267.803, usercpu_time_millis: 28.801, usercpu_time_millis_testing: -0.181, usercpu_time_millis_training: 28.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.7953, kb_relative_information_score: 438.9964, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9248, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.929, scimark_benchmark: 1277.8179, usercpu_time_millis: 5.935, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 5.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1274.1773, usercpu_time_millis: 4.334, usercpu_time_millis_testing: 0.287, usercpu_time_millis_training: 4.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1274.7572, usercpu_time_millis: 3.486, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 3.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1269.5251, usercpu_time_millis: 4.086, usercpu_time_millis_testing: 0.772, usercpu_time_millis_training: 3.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1293.2168, usercpu_time_millis: 4.146, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 3.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.7625, kappa: 0.3264, kb_relative_information_score: -441.2674, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8781, predictive_accuracy: 0.7206, prior_entropy: 0.5848, recall: 0.7206, relative_absolute_error: 0.785, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.8765, scimark_benchmark: 1287.7258, usercpu_time_millis: 964.309, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 964.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5954, f_measure: 0.601, kappa: 0.12, kb_relative_information_score: -3943.6707, mean_absolute_error: 0.3981, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8268, predictive_accuracy: 0.5346, prior_entropy: 0.5848, recall: 0.5346, relative_absolute_error: 1.6523, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.5851, root_relative_squared_error: 1.6864, scimark_benchmark: 1275.7632, usercpu_time_millis: 3772.148, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 3771.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1238.8694, usercpu_time_millis: 5.025, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 4.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1288.3657, usercpu_time_millis: 4.286, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 4.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1266.8845, usercpu_time_millis: 4.246, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 3.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3367, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1287.794, usercpu_time_millis: 4.835, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 4.536,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs