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: 1836.0792, usercpu_time_millis: 2.349, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 2.192,
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: 1722.7088, usercpu_time_millis: 2.344, usercpu_time_millis_testing: 0.177, 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: 788.4134, usercpu_time_millis: 3.377, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 3.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.9212, kappa: 0.6407, kb_relative_information_score: 1610.6783, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9346, predictive_accuracy: 0.9308, prior_entropy: 0.5848, recall: 0.9308, relative_absolute_error: 0.5744, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.6699, scimark_benchmark: 1724.3221, usercpu_time_millis: 2.108, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.7953, kb_relative_information_score: 490.2937, mean_absolute_error: 0.2199, 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: 0.9127, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.9183, scimark_benchmark: 789.3389, usercpu_time_millis: 3.434, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 3.169,
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: 2.219, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 2.057,
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: 1722.7088, usercpu_time_millis: 2.442, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 2.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8595, kappa: 0.3294, kb_relative_information_score: 1014.3548, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8995, predictive_accuracy: 0.8905, prior_entropy: 0.5848, recall: 0.8905, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.8067, scimark_benchmark: 790.2522, usercpu_time_millis: 3.488, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 3.221,
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: 789.3389, usercpu_time_millis: 3.184, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 2.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.7953, kb_relative_information_score: 390.1918, mean_absolute_error: 0.2251, 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: 0.9345, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.9381, scimark_benchmark: 788.7358, usercpu_time_millis: 3.533, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 3.271,
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: 788.7358, usercpu_time_millis: 3.578, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 3.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9415, kappa: 0.7391, kb_relative_information_score: 1909.5796, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9486, predictive_accuracy: 0.9466, prior_entropy: 0.5848, recall: 0.9466, relative_absolute_error: 0.4956, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.599, scimark_benchmark: 1850.3603, usercpu_time_millis: 3.575, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 3.42,
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: 1727.044, usercpu_time_millis: 2.388, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.204,
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: 3.198, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 2.962,
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: 789.5687, usercpu_time_millis: 3.587, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 3.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9284, kappa: 0.6759, kb_relative_information_score: 1725.2112, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9395, predictive_accuracy: 0.9363, prior_entropy: 0.5848, recall: 0.9363, relative_absolute_error: 0.5425, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.223, root_relative_squared_error: 0.6426, scimark_benchmark: 1730.1287, usercpu_time_millis: 2.301, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.9138, kappa: 0.6041, kb_relative_information_score: 1547.6885, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9297, predictive_accuracy: 0.9253, prior_entropy: 0.5848, recall: 0.9253, relative_absolute_error: 0.5995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.6841, scimark_benchmark: 1724.3221, usercpu_time_millis: 2.156, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 2.001,
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: 1716.8263, usercpu_time_millis: 2.312, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.14,
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: 1726.9824, usercpu_time_millis: 2.328, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 2.157,
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: 1849.3014, usercpu_time_millis: 2.104, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 1.956,
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: 2.252, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 2.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.93, kappa: 0.6835, kb_relative_information_score: 1768.437, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9406, predictive_accuracy: 0.9375, prior_entropy: 0.5848, recall: 0.9375, relative_absolute_error: 0.5344, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.6318, scimark_benchmark: 1725.6207, usercpu_time_millis: 2.433, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 2.263,
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: 2.258, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.099,
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: 1732.9618, usercpu_time_millis: 2.272, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.105,
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: 1731.6277, usercpu_time_millis: 2.108, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.953,
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: 2.394, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 2.209,
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: 1733.3606, usercpu_time_millis: 2.181, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.018,
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: 2.197, usercpu_time_millis_testing: 0.161, 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: 1724.3221, usercpu_time_millis: 2.53, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 2.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9655, kappa: 0.8507, kb_relative_information_score: 2451.7173, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9674, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.164, root_relative_squared_error: 0.4726, scimark_benchmark: 1849.7595, usercpu_time_millis: 10.429, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 10.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.9433, kappa: 0.7473, kb_relative_information_score: 1909.6192, mean_absolute_error: 0.1143, 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: 0.4743, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.599, scimark_benchmark: 1725.6937, usercpu_time_millis: 2.663, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 2.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9581, kappa: 0.8167, kb_relative_information_score: 2203.7404, mean_absolute_error: 0.0902, 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: 0.3745, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.5261, scimark_benchmark: 1733.8252, usercpu_time_millis: 4.008, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 3.822,
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: 2.163, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 2.004,
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: 1849.3014, usercpu_time_millis: 2.161, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.003,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.9441, kappa: 0.7514, kb_relative_information_score: 1934.0686, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9506, predictive_accuracy: 0.9488, prior_entropy: 0.5848, recall: 0.9488, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5944, scimark_benchmark: 1814.613, usercpu_time_millis: 3.205, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 3.028,
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: 1737.9267, usercpu_time_millis: 2.218, usercpu_time_millis_testing: 0.158, 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: 1822.243, usercpu_time_millis: 2.557, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 2.365,
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: 1818.7276, usercpu_time_millis: 2.975, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 2.769,
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: 1827.587, usercpu_time_millis: 3.002, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 2.793,
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: 2.106, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 1.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9456, kappa: 0.7583, kb_relative_information_score: 1963.0394, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9517, predictive_accuracy: 0.95, prior_entropy: 0.5848, recall: 0.95, relative_absolute_error: 0.474, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.5857, scimark_benchmark: 1801.4448, usercpu_time_millis: 4.866, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 4.685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8306, kappa: 0.1809, kb_relative_information_score: 833.1128, mean_absolute_error: 0.1985, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8842, predictive_accuracy: 0.8753, prior_entropy: 0.5848, recall: 0.8753, relative_absolute_error: 0.824, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.8447, scimark_benchmark: 1833.1288, usercpu_time_millis: 2.823, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 2.61,
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: 1731.5003, usercpu_time_millis: 2.36, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 2.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.9284, kappa: 0.6759, kb_relative_information_score: 1727.3366, mean_absolute_error: 0.1305, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9395, predictive_accuracy: 0.9363, prior_entropy: 0.5848, recall: 0.9363, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.6421, scimark_benchmark: 1832.5979, usercpu_time_millis: 2.931, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 2.713,
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: 1839.1104, usercpu_time_millis: 2.85, usercpu_time_millis_testing: 0.223, usercpu_time_millis_training: 2.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9655, kappa: 0.8507, kb_relative_information_score: 2428.7408, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9674, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.2858, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.4771, scimark_benchmark: 1737.9678, usercpu_time_millis: 9.913, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 9.752,
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: 1726.0305, usercpu_time_millis: 2.414, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 2.238,
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: 1728.4686, usercpu_time_millis: 2.376, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 2.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.7953, kb_relative_information_score: 134.0684, mean_absolute_error: 0.2362, 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: 0.9805, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.9816, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.234, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 2.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9638, kappa: 0.8427, kb_relative_information_score: 2323.2366, mean_absolute_error: 0.0803, 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: 0.3331, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.4996, scimark_benchmark: 1710.3172, usercpu_time_millis: 5.674, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 5.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9477, kappa: 0.7682, kb_relative_information_score: 1996.046, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9536, predictive_accuracy: 0.9518, prior_entropy: 0.5848, recall: 0.9518, relative_absolute_error: 0.4415, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.5787, scimark_benchmark: 1731.9625, usercpu_time_millis: 2.905, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 2.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9607, kappa: 0.8286, kb_relative_information_score: 2311.0614, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9634, predictive_accuracy: 0.9628, prior_entropy: 0.5848, recall: 0.9628, relative_absolute_error: 0.3378, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5023, scimark_benchmark: 1718.6781, usercpu_time_millis: 8.021, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 7.847,
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: 1728.4686, usercpu_time_millis: 2.421, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 2.256,
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: 2.361, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 2.188,
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: 1802.9424, usercpu_time_millis: 2.124, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.969,
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: 1856.2919, usercpu_time_millis: 2.129, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 1.987,
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: 1736.4936, usercpu_time_millis: 2.191, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 2.033,
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: 1727.4447, usercpu_time_millis: 2.204, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 2.044,
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: 1797.1209, usercpu_time_millis: 2.149, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 1.992,
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: 1799.5696, usercpu_time_millis: 2.142, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 1.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.7953, kb_relative_information_score: 549.4576, mean_absolute_error: 0.216, 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: 0.8966, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.9055, scimark_benchmark: 1723.9607, usercpu_time_millis: 2.061, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 1.902,
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: 2.049, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 1.9,
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: 2.126, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 1.969,

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