Task
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 34536 Supervised Classification Internet-Advertisements 57663 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: 1807.7747, usercpu_time_millis: 2.377, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9508, kappa: 0.7831, kb_relative_information_score: 2061.296, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9554, predictive_accuracy: 0.9543, prior_entropy: 0.5848, recall: 0.9543, relative_absolute_error: 0.4166, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.5635, scimark_benchmark: 1853.3841, usercpu_time_millis: 2.989, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8864, f_measure: 0.962, kappa: 0.836, kb_relative_information_score: 2485.4656, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9636, predictive_accuracy: 0.9637, prior_entropy: 0.5848, recall: 0.9637, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.5266, scimark_benchmark: 1847.7442, usercpu_time_millis: 94.294, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 94.021,
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: 2.399, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 2.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.9231, kappa: 0.6498, kb_relative_information_score: 1620.0843, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9362, predictive_accuracy: 0.9323, prior_entropy: 0.5848, recall: 0.9323, relative_absolute_error: 0.601, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.6712, scimark_benchmark: 1809.5085, usercpu_time_millis: 4.086, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 3.856,
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: 2.423, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8818, kappa: 0.4434, kb_relative_information_score: 1257.14, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9105, predictive_accuracy: 0.9036, prior_entropy: 0.5848, recall: 0.9036, relative_absolute_error: 0.6942, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.7501, scimark_benchmark: 1846.6923, usercpu_time_millis: 2.322, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.15,
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: 1838.622, usercpu_time_millis: 2.131, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 1.972,
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: 1847.817, usercpu_time_millis: 2.382, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.203,
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: 1835.0844, usercpu_time_millis: 2.14, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 1.984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.92, kappa: 0.6347, kb_relative_information_score: 1603.6243, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9337, predictive_accuracy: 0.9299, prior_entropy: 0.5848, recall: 0.9299, relative_absolute_error: 0.5961, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.233, root_relative_squared_error: 0.6716, scimark_benchmark: 1849.9051, usercpu_time_millis: 2.444, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.268,
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: 1708.5514, usercpu_time_millis: 2.473, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 2.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.9655, kappa: 0.8504, kb_relative_information_score: 2386.9384, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9675, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.4852, scimark_benchmark: 1715.192, usercpu_time_millis: 6.699, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 6.524,
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: 1816.9301, usercpu_time_millis: 2.257, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.081,
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: 1715.1285, usercpu_time_millis: 2.359, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.176,
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: 1850.1356, usercpu_time_millis: 2.174, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.016,
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: 1848.388, usercpu_time_millis: 2.182, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.8856, kappa: 0.4629, kb_relative_information_score: 1294.4681, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9127, predictive_accuracy: 0.9061, prior_entropy: 0.5848, recall: 0.9061, relative_absolute_error: 0.6833, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2574, root_relative_squared_error: 0.7418, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.113, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 1.954,
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: 1828.3529, usercpu_time_millis: 2.203, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 2.035,
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: 1834.0484, usercpu_time_millis: 2.129, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 1.971,
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: 1825.162, usercpu_time_millis: 2.467, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 2.277,
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: 1828.2173, usercpu_time_millis: 2.616, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 2.413,
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: 1828.5409, usercpu_time_millis: 2.462, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 2.276,
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: 1826.6723, usercpu_time_millis: 2.46, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.275,
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: 1826.1507, usercpu_time_millis: 2.663, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 2.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.9129, kappa: 0.5999, kb_relative_information_score: 1551.1039, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9291, predictive_accuracy: 0.9247, prior_entropy: 0.5848, recall: 0.9247, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.6833, scimark_benchmark: 1827.2523, usercpu_time_millis: 2.565, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 2.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9134, kappa: 0.602, kb_relative_information_score: 1527.8991, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9294, predictive_accuracy: 0.925, prior_entropy: 0.5848, recall: 0.925, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2393, root_relative_squared_error: 0.6898, scimark_benchmark: 1821.7292, usercpu_time_millis: 2.681, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 2.474,
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: 2.16, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 2.003,
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: 1846.2342, usercpu_time_millis: 2.164, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.005,
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: 1843.1261, usercpu_time_millis: 2.178, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.02,
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: 1841.7343, usercpu_time_millis: 2.173, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 2.009,
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: 1832.1735, usercpu_time_millis: 2.239, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.9312, kappa: 0.6891, kb_relative_information_score: 1761.1575, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9414, predictive_accuracy: 0.9384, prior_entropy: 0.5848, recall: 0.9384, relative_absolute_error: 0.5283, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.6343, scimark_benchmark: 1834.1659, usercpu_time_millis: 2.233, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.067,
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: 1830.2533, usercpu_time_millis: 2.56, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 2.354,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.963, kappa: 0.8392, kb_relative_information_score: 2298.6951, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9656, predictive_accuracy: 0.9649, prior_entropy: 0.5848, recall: 0.9649, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.175, root_relative_squared_error: 0.5044, scimark_benchmark: 1715.1818, usercpu_time_millis: 4.264, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 4.078,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9474, kappa: 0.7664, kb_relative_information_score: 1968.7521, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9533, predictive_accuracy: 0.9515, prior_entropy: 0.5848, recall: 0.9515, relative_absolute_error: 0.4549, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.5845, scimark_benchmark: 1849.3742, usercpu_time_millis: 3.039, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 2.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.9159, kappa: 0.6144, kb_relative_information_score: 1524.8299, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.931, predictive_accuracy: 0.9268, prior_entropy: 0.5848, recall: 0.9268, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2391, root_relative_squared_error: 0.6892, scimark_benchmark: 1835.0844, usercpu_time_millis: 2.163, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.002,
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: 1840.7617, usercpu_time_millis: 2.352, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.167,
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: 1837.1955, usercpu_time_millis: 2.359, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 2.177,
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: 1844.3569, usercpu_time_millis: 2.393, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.8739, kappa: 0.4031, kb_relative_information_score: 1140.9052, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9061, predictive_accuracy: 0.8988, prior_entropy: 0.5848, recall: 0.8988, relative_absolute_error: 0.7239, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.7743, scimark_benchmark: 1837.7574, usercpu_time_millis: 2.029, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 1.871,
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: 1836.7606, usercpu_time_millis: 2.197, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 2.031,
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: 1846.1643, usercpu_time_millis: 2.084, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 1.932,
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: 1836.1132, usercpu_time_millis: 2.161, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9581, kappa: 0.8167, kb_relative_information_score: 2210.3769, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9617, predictive_accuracy: 0.9607, prior_entropy: 0.5848, recall: 0.9607, relative_absolute_error: 0.3799, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.527, scimark_benchmark: 1845.7061, usercpu_time_millis: 6.838, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 6.66,
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: 1841.2811, usercpu_time_millis: 2.533, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 2.338,
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: 1839.7359, usercpu_time_millis: 2.553, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 2.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.9377, kappa: 0.7206, kb_relative_information_score: 1852.361, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9461, predictive_accuracy: 0.9436, prior_entropy: 0.5848, recall: 0.9436, relative_absolute_error: 0.4948, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.6129, scimark_benchmark: 1836.6101, usercpu_time_millis: 2.134, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 1.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9373, kappa: 0.7187, kb_relative_information_score: 1843.5548, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9458, predictive_accuracy: 0.9433, prior_entropy: 0.5848, recall: 0.9433, relative_absolute_error: 0.4992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.6146, scimark_benchmark: 1831.1421, usercpu_time_millis: 2.555, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 2.358,
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: 1830.1173, usercpu_time_millis: 2.251, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.077,
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: 1840.3077, usercpu_time_millis: 2.197, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 2.029,
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: 1840.8272, usercpu_time_millis: 2.202, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 2.034,
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: 2.127, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 1.97,
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: 1834.1659, usercpu_time_millis: 2.228, usercpu_time_millis_testing: 0.168, 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: 1834.1773, usercpu_time_millis: 2.257, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 2.086,
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: 1849.8294, usercpu_time_millis: 2.297, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 2.128,
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: 1852.9988, usercpu_time_millis: 2.291, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.126,
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: 1833.6579, usercpu_time_millis: 2.42, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 2.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9638, kappa: 0.8427, kb_relative_information_score: 2318.2238, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.966, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.3353, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5008, scimark_benchmark: 1849.3742, usercpu_time_millis: 4.725, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 4.557,
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: 2.343, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.8389, kappa: 0.2237, kb_relative_information_score: 867.3091, mean_absolute_error: 0.1959, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.887, predictive_accuracy: 0.8792, prior_entropy: 0.5848, recall: 0.8792, relative_absolute_error: 0.8131, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.8365, scimark_benchmark: 1836.7415, usercpu_time_millis: 2.074, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 1.909,
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: 1850.3603, usercpu_time_millis: 2.279, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 2.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9728, kappa: 0.8842, kb_relative_information_score: 2652.9747, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9732, predictive_accuracy: 0.9735, prior_entropy: 0.5848, recall: 0.9735, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.4257, scimark_benchmark: 1835.6067, usercpu_time_millis: 42.397, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 42.089,
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: 2127.937, usercpu_time_millis: 1.827, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 1.7,

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