Task
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: 1729.3908, usercpu_time_millis: 2.408, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 2.226,
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: 1734.3333, usercpu_time_millis: 2.447, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 2.258,
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: 1732.4272, usercpu_time_millis: 2.47, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 2.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.9217, kappa: 0.6435, kb_relative_information_score: 1629.3227, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9345, predictive_accuracy: 0.9311, prior_entropy: 0.5848, recall: 0.9311, relative_absolute_error: 0.5654, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.231, root_relative_squared_error: 0.6659, scimark_benchmark: 1730.591, usercpu_time_millis: 2.409, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.226,
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: 1731.5366, usercpu_time_millis: 2.12, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 1.968,
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: 1659.7678, usercpu_time_millis: 2.388, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.962, kappa: 0.8345, kb_relative_information_score: 2262.8092, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9647, predictive_accuracy: 0.964, prior_entropy: 0.5848, recall: 0.964, relative_absolute_error: 0.359, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.5135, scimark_benchmark: 1734.7321, usercpu_time_millis: 5.079, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 4.904,
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: 1731.9625, usercpu_time_millis: 2.396, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.217,
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: 1730.1287, usercpu_time_millis: 2.208, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 2.046,
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: 1727.9675, usercpu_time_millis: 2.216, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.055,
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: 1726.5817, usercpu_time_millis: 2.213, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.7953, kb_relative_information_score: 206.7616, mean_absolute_error: 0.2333, 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: 0.9684, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.9699, scimark_benchmark: 1727.044, usercpu_time_millis: 2.368, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 2.172,
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: 1731.9625, usercpu_time_millis: 2.511, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 2.329,
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: 1728.767, usercpu_time_millis: 2.526, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 2.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.7953, kb_relative_information_score: 317.8379, mean_absolute_error: 0.2283, 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: 0.9476, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.33, root_relative_squared_error: 0.9512, scimark_benchmark: 1730.591, usercpu_time_millis: 2.383, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 2.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9614, kappa: 0.8317, kb_relative_information_score: 2302.9655, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.964, predictive_accuracy: 0.9634, prior_entropy: 0.5848, recall: 0.9634, relative_absolute_error: 0.3426, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.5038, scimark_benchmark: 1733.299, usercpu_time_millis: 6.043, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 5.875,
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: 1857.6392, usercpu_time_millis: 2.185, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.024,
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: 1850.2875, usercpu_time_millis: 2.186, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 2.026,
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: 1735.1328, usercpu_time_millis: 2.352, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 2.179,
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: 1856.0123, usercpu_time_millis: 2.293, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 2.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8823, kappa: 0.4459, kb_relative_information_score: 1333.3092, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9108, predictive_accuracy: 0.9039, prior_entropy: 0.5848, recall: 0.9039, relative_absolute_error: 0.6802, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.255, root_relative_squared_error: 0.7348, scimark_benchmark: 1730.591, usercpu_time_millis: 2.392, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 2.211,
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: 1731.9625, usercpu_time_millis: 2.471, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.286,
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: 1731.9625, usercpu_time_millis: 2.523, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 2.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, f_measure: 0.8427, kappa: 0.2428, kb_relative_information_score: 921.4414, mean_absolute_error: 0.1937, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8908, predictive_accuracy: 0.8814, prior_entropy: 0.5848, recall: 0.8814, relative_absolute_error: 0.8041, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.8282, scimark_benchmark: 1730.591, usercpu_time_millis: 2.425, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 2.229,
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: 1849.7595, usercpu_time_millis: 2.206, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 2.037,
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: 1850.2875, usercpu_time_millis: 2.445, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.261,
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: 1848.3343, usercpu_time_millis: 2.586, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 2.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8854, kappa: 0.4619, kb_relative_information_score: 1158.8238, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9118, predictive_accuracy: 0.9058, prior_entropy: 0.5848, recall: 0.9058, relative_absolute_error: 0.7165, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.7699, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.405, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 2.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.9624, kappa: 0.8364, kb_relative_information_score: 2303.5949, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9649, predictive_accuracy: 0.9643, prior_entropy: 0.5848, recall: 0.9643, relative_absolute_error: 0.3306, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.5052, scimark_benchmark: 1846.0008, usercpu_time_millis: 4.182, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 4.013,
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: 1882.3842, usercpu_time_millis: 2.19, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 2.036,
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: 1735.5975, usercpu_time_millis: 2.177, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.014,
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: 1732.0648, usercpu_time_millis: 2.565, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 2.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.9193, kappa: 0.6315, kb_relative_information_score: 1592.1229, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9329, predictive_accuracy: 0.9292, prior_entropy: 0.5848, recall: 0.9292, relative_absolute_error: 0.5775, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2339, root_relative_squared_error: 0.6741, scimark_benchmark: 1733.299, usercpu_time_millis: 2.516, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 2.315,
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: 1733.7613, usercpu_time_millis: 2.565, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 2.37,
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: 1730.591, usercpu_time_millis: 2.603, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 2.394,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8264, kappa: 0.1592, kb_relative_information_score: 731.9912, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8842, predictive_accuracy: 0.8734, prior_entropy: 0.5848, recall: 0.8734, relative_absolute_error: 0.8568, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8726, scimark_benchmark: 1740.2505, usercpu_time_millis: 2.192, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 2.032,
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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: 788.4134, usercpu_time_millis: 3.497, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 3.235,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9641, kappa: 0.8439, kb_relative_information_score: 2282.2749, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9664, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.3482, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.5081, scimark_benchmark: 1725.903, usercpu_time_millis: 3.972, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 3.819,
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: 1855.1403, usercpu_time_millis: 3.617, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 3.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.9332, kappa: 0.6992, kb_relative_information_score: 1804.6631, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9425, predictive_accuracy: 0.9399, prior_entropy: 0.5848, recall: 0.9399, relative_absolute_error: 0.509, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2168, root_relative_squared_error: 0.6249, scimark_benchmark: 1851.9709, usercpu_time_millis: 3.567, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 3.371,
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: 788.6416, usercpu_time_millis: 4.462, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 4.159,
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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: 788.4134, usercpu_time_millis: 4.625, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 4.322,
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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: 787.8104, usercpu_time_millis: 4.578, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 4.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9529, kappa: 0.7926, kb_relative_information_score: 2200.2706, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9572, predictive_accuracy: 0.9561, prior_entropy: 0.5848, recall: 0.9561, relative_absolute_error: 0.3815, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.5296, scimark_benchmark: 1870.1876, usercpu_time_millis: 10.736, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 10.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8072, kappa: 0.0607, kb_relative_information_score: 672.6003, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8687, predictive_accuracy: 0.8646, prior_entropy: 0.5848, recall: 0.8646, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.8806, scimark_benchmark: 1728.354, usercpu_time_millis: 2.117, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 1.955,
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: 1730.591, usercpu_time_millis: 2.233, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.069,
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: 1848.2615, usercpu_time_millis: 2.066, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 1.916,
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: 1857.6942, usercpu_time_millis: 2.151, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 2.006,
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: 1855.4813, usercpu_time_millis: 2.12, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 1.966,
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: 1843.2356, usercpu_time_millis: 2.245, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.078,
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: 788.1732, usercpu_time_millis: 3.197, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 2.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7802, f_measure: 0.7953, kb_relative_information_score: 187.1308, mean_absolute_error: 0.2342, 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: 0.9719, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.9735, scimark_benchmark: 1841.6847, usercpu_time_millis: 2.225, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 2.052,
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: 1853.9121, usercpu_time_millis: 2.214, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 2.06,
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: 1848.7304, usercpu_time_millis: 2.353, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 2.172,
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: 1721.8007, usercpu_time_millis: 2.271, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 2.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.933, kappa: 0.6978, kb_relative_information_score: 1773.4557, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.943, predictive_accuracy: 0.9399, prior_entropy: 0.5848, recall: 0.9399, relative_absolute_error: 0.548, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.6338, scimark_benchmark: 1733.3606, usercpu_time_millis: 3.644, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 3.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9438, f_measure: 0.9155, kappa: 0.6124, kb_relative_information_score: 1572.86, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9308, predictive_accuracy: 0.9265, prior_entropy: 0.5848, recall: 0.9265, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.6783, scimark_benchmark: 1731.9625, usercpu_time_millis: 2.378, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9094, kappa: 0.5821, kb_relative_information_score: 1475.5621, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9274, predictive_accuracy: 0.9222, prior_entropy: 0.5848, recall: 0.9222, relative_absolute_error: 0.6425, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.7054, scimark_benchmark: 1853.454, usercpu_time_millis: 3.219, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 3.064,
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: 1854.4431, usercpu_time_millis: 2.325, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 2.165,
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: 1723.9214, usercpu_time_millis: 2.493, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 2.305,

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