Task
Supervised Classification on fri_c4_500_25

Supervised Classification on fri_c4_500_25

Task 3703 Supervised Classification fri_c4_500_25 554 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7021, f_measure: 0.6679, kappa: 0.3203, kb_relative_information_score: 122.453, mean_absolute_error: 0.3766, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6712, predictive_accuracy: 0.674, prior_entropy: 0.9867, recall: 0.674, relative_absolute_error: 0.7674, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4804, root_relative_squared_error: 0.9698, scimark_benchmark: 1870.7932, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8677, kappa: 0.7298, kb_relative_information_score: 364.3828, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8678, predictive_accuracy: 0.868, prior_entropy: 0.9867, recall: 0.868, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.7335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6626, f_measure: 0.6718, kappa: 0.3286, kb_relative_information_score: 165.146, mean_absolute_error: 0.326, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6715, predictive_accuracy: 0.674, prior_entropy: 0.9867, recall: 0.674, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.571, root_relative_squared_error: 1.1526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.6086, kappa: 0.2128, kb_relative_information_score: 124.0662, mean_absolute_error: 0.366, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6346, predictive_accuracy: 0.634, prior_entropy: 0.9867, recall: 0.634, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.605, root_relative_squared_error: 1.2213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8581, kappa: 0.7111, kb_relative_information_score: 331.3018, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8583, predictive_accuracy: 0.858, prior_entropy: 0.9867, recall: 0.858, relative_absolute_error: 0.3485, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.7049, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.8483, kappa: 0.6916, kb_relative_information_score: 333.6899, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.849, predictive_accuracy: 0.848, prior_entropy: 0.9867, recall: 0.848, relative_absolute_error: 0.336, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3841, root_relative_squared_error: 0.7754, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8782, kappa: 0.7521, kb_relative_information_score: 331.0519, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8785, predictive_accuracy: 0.878, prior_entropy: 0.9867, recall: 0.878, relative_absolute_error: 0.3549, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6154, scimark_benchmark: 1806.5905, usercpu_time_millis: 62.4004, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 46.8003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8576, kappa: 0.7092, kb_relative_information_score: 241.6584, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8578, predictive_accuracy: 0.858, prior_entropy: 0.9867, recall: 0.858, relative_absolute_error: 0.5617, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.668, scimark_benchmark: 1806.5905, usercpu_time_millis: 156.001, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 140.4009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.824, kappa: 0.6414, kb_relative_information_score: 318.146, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.824, predictive_accuracy: 0.824, prior_entropy: 0.9867, recall: 0.824, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8451, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.6141, kappa: 0.2139, kb_relative_information_score: 103.1572, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6142, predictive_accuracy: 0.614, prior_entropy: 0.9867, recall: 0.614, relative_absolute_error: 0.7875, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6199, root_relative_squared_error: 1.2515, scimark_benchmark: 1806.5905, usercpu_time_millis: 31.2002, usercpu_time_millis_testing: 31.2002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.728, f_measure: 0.6665, kappa: 0.3173, kb_relative_information_score: 94.9968, mean_absolute_error: 0.4079, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.667, predictive_accuracy: 0.67, prior_entropy: 0.9867, recall: 0.67, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9245, scimark_benchmark: 1877.5305, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, f_measure: 0.6777, kappa: 0.3406, kb_relative_information_score: 101.3452, mean_absolute_error: 0.4006, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6776, predictive_accuracy: 0.68, prior_entropy: 0.9867, recall: 0.68, relative_absolute_error: 0.8161, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9382, scimark_benchmark: 1850.8887, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4902, f_measure: 0.4115, kb_relative_information_score: -0.0675, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.3226, predictive_accuracy: 0.568, prior_entropy: 0.9867, recall: 0.568, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4954, root_relative_squared_error: 1, scimark_benchmark: 1850.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.8483, kappa: 0.6916, kb_relative_information_score: 343.8429, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.849, predictive_accuracy: 0.848, prior_entropy: 0.9867, recall: 0.848, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.7871, usercpu_time_millis: 5.601, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 5.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6694, f_measure: 0.6771, kappa: 0.3406, kb_relative_information_score: 169.2539, mean_absolute_error: 0.322, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6766, predictive_accuracy: 0.678, prior_entropy: 0.9867, recall: 0.678, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5675, root_relative_squared_error: 1.1455, usercpu_time_millis: 2.13, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 2.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6745, f_measure: 0.6853, kappa: 0.3558, kb_relative_information_score: 181.5779, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6876, predictive_accuracy: 0.69, prior_entropy: 0.9867, recall: 0.69, relative_absolute_error: 0.6316, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.124, usercpu_time_millis: 1.262, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 1.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6504, f_measure: 0.6597, kappa: 0.3039, kb_relative_information_score: 152.822, mean_absolute_error: 0.338, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6593, predictive_accuracy: 0.662, prior_entropy: 0.9867, recall: 0.662, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5814, root_relative_squared_error: 1.1737, usercpu_time_millis: 0.355, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6613, f_measure: 0.6691, kappa: 0.3242, kb_relative_information_score: 161.038, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6686, predictive_accuracy: 0.67, prior_entropy: 0.9867, recall: 0.67, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.1597, usercpu_time_millis: 0.869, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, f_measure: 0.5686, kappa: 0.1361, kb_relative_information_score: 89.1484, mean_absolute_error: 0.4, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.5921, predictive_accuracy: 0.6, prior_entropy: 0.9867, recall: 0.6, relative_absolute_error: 0.815, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6325, root_relative_squared_error: 1.2768, usercpu_time_millis: 0.438, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.8401, kappa: 0.6743, kb_relative_information_score: 335.627, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8402, predictive_accuracy: 0.84, prior_entropy: 0.9867, recall: 0.84, relative_absolute_error: 0.326, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8075, usercpu_time_millis: 0.322, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 0.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.8116, kappa: 0.6144, kb_relative_information_score: 308.9251, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8158, predictive_accuracy: 0.814, prior_entropy: 0.9867, recall: 0.814, relative_absolute_error: 0.379, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.8706, usercpu_time_millis: 12.441, usercpu_time_millis_testing: 0.757, usercpu_time_millis_training: 11.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, f_measure: 0.6423, kappa: 0.2689, kb_relative_information_score: 134.3361, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6417, predictive_accuracy: 0.644, prior_entropy: 0.9867, recall: 0.644, relative_absolute_error: 0.7254, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5967, root_relative_squared_error: 1.2045, usercpu_time_millis: 21.569, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 21.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.8652, kappa: 0.7244, kb_relative_information_score: 362.3288, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8665, predictive_accuracy: 0.866, prior_entropy: 0.9867, recall: 0.866, relative_absolute_error: 0.273, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3661, root_relative_squared_error: 0.739, usercpu_time_millis: 35.892, usercpu_time_millis_testing: 4.248, usercpu_time_millis_training: 31.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8692, kappa: 0.7326, kb_relative_information_score: 366.4368, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8705, predictive_accuracy: 0.87, prior_entropy: 0.9867, recall: 0.87, relative_absolute_error: 0.2649, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.7279, usercpu_time_millis: 6.327, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 6.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.8675, kappa: 0.7292, kb_relative_information_score: 364.3828, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.868, predictive_accuracy: 0.868, prior_entropy: 0.9867, recall: 0.868, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.7335, usercpu_time_millis: 6.686, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 6.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6457, f_measure: 0.6554, kappa: 0.2949, kb_relative_information_score: 148.7141, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6551, predictive_accuracy: 0.658, prior_entropy: 0.9867, recall: 0.658, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5848, root_relative_squared_error: 1.1806, usercpu_time_millis: 0.324, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.7879, kappa: 0.5675, kb_relative_information_score: 282.2233, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.7878, predictive_accuracy: 0.788, prior_entropy: 0.9867, recall: 0.788, relative_absolute_error: 0.432, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9295, usercpu_time_millis: 73.274, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 73.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6706, f_measure: 0.6787, kappa: 0.3436, kb_relative_information_score: 171.3079, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6783, predictive_accuracy: 0.68, prior_entropy: 0.9867, recall: 0.68, relative_absolute_error: 0.652, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5657, root_relative_squared_error: 1.142, usercpu_time_millis: 0.463, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6254, f_measure: 0.6352, kappa: 0.2537, kb_relative_information_score: 128.1742, mean_absolute_error: 0.362, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6347, predictive_accuracy: 0.638, prior_entropy: 0.9867, recall: 0.638, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2146, usercpu_time_millis: 0.168, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6719, f_measure: 0.6804, kappa: 0.3466, kb_relative_information_score: 173.3619, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.68, predictive_accuracy: 0.682, prior_entropy: 0.9867, recall: 0.682, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5639, root_relative_squared_error: 1.1384, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6764, f_measure: 0.6834, kappa: 0.3539, kb_relative_information_score: 175.4159, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6831, predictive_accuracy: 0.684, prior_entropy: 0.9867, recall: 0.684, relative_absolute_error: 0.6439, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5621, root_relative_squared_error: 1.1348, usercpu_time_millis: 51.867, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 51.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8802, f_measure: 0.8838, kappa: 0.7628, kb_relative_information_score: 380.8147, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8838, predictive_accuracy: 0.884, prior_entropy: 0.9867, recall: 0.884, relative_absolute_error: 0.2364, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.6876, usercpu_time_millis: 353.807, usercpu_time_millis_testing: 7.075, usercpu_time_millis_training: 346.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8086, f_measure: 0.8136, kappa: 0.6195, kb_relative_information_score: 308.9251, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8135, predictive_accuracy: 0.814, prior_entropy: 0.9867, recall: 0.814, relative_absolute_error: 0.379, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.8706, usercpu_time_millis: 2.695, usercpu_time_millis_testing: 0.871, usercpu_time_millis_training: 1.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5242, f_measure: 0.4686, kappa: 0.0542, kb_relative_information_score: 74.7705, mean_absolute_error: 0.414, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6382, predictive_accuracy: 0.586, prior_entropy: 0.9867, recall: 0.586, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6434, root_relative_squared_error: 1.2989, usercpu_time_millis: 1.426, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7712, f_measure: 0.7759, kappa: 0.5431, kb_relative_information_score: 269.8994, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.7758, predictive_accuracy: 0.776, prior_entropy: 0.9867, recall: 0.776, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4733, root_relative_squared_error: 0.9555, usercpu_time_millis: 1.885, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 1.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5314, f_measure: 0.541, kappa: 0.0631, kb_relative_information_score: 29.5828, mean_absolute_error: 0.458, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.5402, predictive_accuracy: 0.542, prior_entropy: 0.9867, recall: 0.542, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6768, root_relative_squared_error: 1.3662, usercpu_time_millis: 0.259, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6579, f_measure: 0.6594, kappa: 0.3119, kb_relative_information_score: 148.7141, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6636, predictive_accuracy: 0.658, prior_entropy: 0.9867, recall: 0.658, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5848, root_relative_squared_error: 1.1806, usercpu_time_millis: 0.787, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6684, f_measure: 0.6777, kappa: 0.3406, kb_relative_information_score: 171.3079, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6776, predictive_accuracy: 0.68, prior_entropy: 0.9867, recall: 0.68, relative_absolute_error: 0.652, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5657, root_relative_squared_error: 1.142, usercpu_time_millis: 1.208, usercpu_time_millis_testing: 0.916, usercpu_time_millis_training: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7633, f_measure: 0.7707, kappa: 0.5313, kb_relative_information_score: 265.7914, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.7711, predictive_accuracy: 0.772, prior_entropy: 0.9867, recall: 0.772, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4775, root_relative_squared_error: 0.9639, usercpu_time_millis: 15.61, usercpu_time_millis_testing: 1.388, usercpu_time_millis_training: 14.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6597, f_measure: 0.6693, kappa: 0.3234, kb_relative_information_score: 163.092, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6693, predictive_accuracy: 0.672, prior_entropy: 0.9867, recall: 0.672, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1562, usercpu_time_millis: 1.036, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 1.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7676, f_measure: 0.7704, kappa: 0.5331, kb_relative_information_score: 263.7374, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.7711, predictive_accuracy: 0.77, prior_entropy: 0.9867, recall: 0.77, relative_absolute_error: 0.4686, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9682, usercpu_time_millis: 1.755, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 1.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6719, f_measure: 0.6804, kappa: 0.3466, kb_relative_information_score: 173.3619, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.68, predictive_accuracy: 0.682, prior_entropy: 0.9867, recall: 0.682, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5639, root_relative_squared_error: 1.1384, usercpu_time_millis: 0.398, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6719, f_measure: 0.6804, kappa: 0.3466, kb_relative_information_score: 173.3619, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.68, predictive_accuracy: 0.682, prior_entropy: 0.9867, recall: 0.682, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5639, root_relative_squared_error: 1.1384, usercpu_time_millis: 0.336, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6637, f_measure: 0.6723, kappa: 0.3301, kb_relative_information_score: 165.146, mean_absolute_error: 0.326, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6719, predictive_accuracy: 0.674, prior_entropy: 0.9867, recall: 0.674, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.571, root_relative_squared_error: 1.1526, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6636, f_measure: 0.6712, kappa: 0.3287, kb_relative_information_score: 163.092, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6707, predictive_accuracy: 0.672, prior_entropy: 0.9867, recall: 0.672, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1562, usercpu_time_millis: 0.325, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6713, f_measure: 0.6801, kappa: 0.3459, kb_relative_information_score: 173.3619, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6798, predictive_accuracy: 0.682, prior_entropy: 0.9867, recall: 0.682, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5639, root_relative_squared_error: 1.1384, usercpu_time_millis: 0.066, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.8402, kappa: 0.6751, kb_relative_information_score: 335.627, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8407, predictive_accuracy: 0.84, prior_entropy: 0.9867, recall: 0.84, relative_absolute_error: 0.326, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8075, usercpu_time_millis: 3.207, usercpu_time_millis_testing: 0.794, usercpu_time_millis_training: 2.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.8483, kappa: 0.6916, kb_relative_information_score: 343.8429, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.849, predictive_accuracy: 0.848, prior_entropy: 0.9867, recall: 0.848, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.7871, usercpu_time_millis: 2.897, usercpu_time_millis_testing: 0.987, usercpu_time_millis_training: 1.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.6656, kappa: 0.3159, kb_relative_information_score: 158.984, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6653, predictive_accuracy: 0.668, prior_entropy: 0.9867, recall: 0.668, relative_absolute_error: 0.6765, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.1632, usercpu_time_millis: 0.246, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6612, f_measure: 0.6729, kappa: 0.3309, kb_relative_information_score: 171.3079, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6779, predictive_accuracy: 0.68, prior_entropy: 0.9867, recall: 0.68, relative_absolute_error: 0.652, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5657, root_relative_squared_error: 1.142, usercpu_time_millis: 0.884, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6636, f_measure: 0.6712, kappa: 0.3287, kb_relative_information_score: 163.092, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6707, predictive_accuracy: 0.672, prior_entropy: 0.9867, recall: 0.672, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1562, usercpu_time_millis: 0.623, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6376, f_measure: 0.6473, kappa: 0.2784, kb_relative_information_score: 140.4981, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6469, predictive_accuracy: 0.65, prior_entropy: 0.9867, recall: 0.65, relative_absolute_error: 0.7131, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.1943, usercpu_time_millis: 1.362, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 1.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.655, kappa: 0.2941, kb_relative_information_score: 148.7141, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6549, predictive_accuracy: 0.658, prior_entropy: 0.9867, recall: 0.658, relative_absolute_error: 0.6968, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5848, root_relative_squared_error: 1.1806, usercpu_time_millis: 0.701, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 0.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.6141, kappa: 0.2139, kb_relative_information_score: 103.5263, mean_absolute_error: 0.386, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6142, predictive_accuracy: 0.614, prior_entropy: 0.9867, recall: 0.614, relative_absolute_error: 0.7865, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6213, root_relative_squared_error: 1.2542, usercpu_time_millis: 2.348, usercpu_time_millis_testing: 0.711, usercpu_time_millis_training: 1.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.8526, kappa: 0.6983, kb_relative_information_score: 350.0049, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8556, predictive_accuracy: 0.854, prior_entropy: 0.9867, recall: 0.854, relative_absolute_error: 0.2975, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3821, root_relative_squared_error: 0.7714, usercpu_time_millis: 2.66, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 2.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.8007, kappa: 0.596, kb_relative_information_score: 294.5472, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.803, predictive_accuracy: 0.8, prior_entropy: 0.9867, recall: 0.8, relative_absolute_error: 0.4075, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9028, usercpu_time_millis: 1.115, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4115, kb_relative_information_score: 56.2846, mean_absolute_error: 0.432, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.3226, predictive_accuracy: 0.568, prior_entropy: 0.9867, recall: 0.568, relative_absolute_error: 0.8802, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6573, root_relative_squared_error: 1.3269, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5063, f_measure: 0.4747, kappa: 0.0138, kb_relative_information_score: 48.0687, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.524, predictive_accuracy: 0.56, prior_entropy: 0.9867, recall: 0.56, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3391, usercpu_time_millis: 0.397, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.8878, kappa: 0.771, kb_relative_information_score: 384.9227, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 0.9867, recall: 0.888, relative_absolute_error: 0.2282, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.6756, usercpu_time_millis: 100.476, usercpu_time_millis_testing: 6.052, usercpu_time_millis_training: 94.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.8284, kappa: 0.6487, kb_relative_information_score: 325.357, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.831, predictive_accuracy: 0.83, prior_entropy: 0.9867, recall: 0.83, relative_absolute_error: 0.3464, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8324, usercpu_time_millis: 30.414, usercpu_time_millis_testing: 3.143, usercpu_time_millis_training: 27.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.8414, kappa: 0.6761, kb_relative_information_score: 337.681, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8417, predictive_accuracy: 0.842, prior_entropy: 0.9867, recall: 0.842, relative_absolute_error: 0.3219, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8024, usercpu_time_millis: 2.672, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 2.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6719, f_measure: 0.6804, kappa: 0.3466, kb_relative_information_score: 173.3619, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.68, predictive_accuracy: 0.682, prior_entropy: 0.9867, recall: 0.682, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5639, root_relative_squared_error: 1.1384, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8817, kappa: 0.7586, kb_relative_information_score: 378.7607, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8818, predictive_accuracy: 0.882, prior_entropy: 0.9867, recall: 0.882, relative_absolute_error: 0.2404, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.6935, usercpu_time_millis: 27.96, usercpu_time_millis_testing: 3.722, usercpu_time_millis_training: 24.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6599, f_measure: 0.6647, kappa: 0.3184, kb_relative_information_score: 154.876, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6656, predictive_accuracy: 0.664, prior_entropy: 0.9867, recall: 0.664, relative_absolute_error: 0.6846, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5797, root_relative_squared_error: 1.1702, usercpu_time_millis: 1.726, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 1.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7407, f_measure: 0.7497, kappa: 0.4878, kb_relative_information_score: 245.2515, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.751, predictive_accuracy: 0.752, prior_entropy: 0.9867, recall: 0.752, relative_absolute_error: 0.5053, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.498, root_relative_squared_error: 1.0053, usercpu_time_millis: 3.36, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 3.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, f_measure: 0.8303, kappa: 0.6549, kb_relative_information_score: 292.6845, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8309, predictive_accuracy: 0.83, prior_entropy: 0.9867, recall: 0.83, relative_absolute_error: 0.4323, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.7229, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8778, kappa: 0.7507, kb_relative_information_score: 283.8292, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8778, predictive_accuracy: 0.878, prior_entropy: 0.9867, recall: 0.878, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6308, scimark_benchmark: 972.587, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, f_measure: 0.8418, kappa: 0.6772, kb_relative_information_score: 295.1226, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8417, predictive_accuracy: 0.842, prior_entropy: 0.9867, recall: 0.842, relative_absolute_error: 0.427, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.6933, scimark_benchmark: 851.2074, usercpu_time_millis: 160, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 938.191, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.8678, kappa: 0.7304, kb_relative_information_score: 298.4289, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8678, predictive_accuracy: 0.868, prior_entropy: 0.9867, recall: 0.868, relative_absolute_error: 0.4328, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.6257, scimark_benchmark: 941.6675, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.6872, kappa: 0.3596, kb_relative_information_score: 183.6319, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6898, predictive_accuracy: 0.692, prior_entropy: 0.9867, recall: 0.692, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.555, root_relative_squared_error: 1.1204, scimark_benchmark: 941.3847, usercpu_time_millis: 170, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 932.438, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 941.3847, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 974.2014, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 947.1781, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.819, kappa: 0.6299, kb_relative_information_score: 290.5966, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8197, predictive_accuracy: 0.82, prior_entropy: 0.9867, recall: 0.82, relative_absolute_error: 0.4318, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.742, scimark_benchmark: 939.8002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8576, kappa: 0.7092, kb_relative_information_score: 241.6584, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8578, predictive_accuracy: 0.858, prior_entropy: 0.9867, recall: 0.858, relative_absolute_error: 0.5617, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.668, scimark_benchmark: 947.1781, usercpu_time_millis: 210, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, f_measure: 0.8303, kappa: 0.6549, kb_relative_information_score: 292.6845, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8309, predictive_accuracy: 0.83, prior_entropy: 0.9867, recall: 0.83, relative_absolute_error: 0.4323, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.7229, scimark_benchmark: 819.5729, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8778, kappa: 0.7507, kb_relative_information_score: 283.8292, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8778, predictive_accuracy: 0.878, prior_entropy: 0.9867, recall: 0.878, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6308, scimark_benchmark: 901.6243, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.6872, kappa: 0.3596, kb_relative_information_score: 183.6319, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6898, predictive_accuracy: 0.692, prior_entropy: 0.9867, recall: 0.692, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.555, root_relative_squared_error: 1.1204, scimark_benchmark: 930.404, usercpu_time_millis: 160, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.6872, kappa: 0.3596, kb_relative_information_score: 183.6319, mean_absolute_error: 0.308, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6898, predictive_accuracy: 0.692, prior_entropy: 0.9867, recall: 0.692, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.555, root_relative_squared_error: 1.1204, scimark_benchmark: 934.5964, usercpu_time_millis: 200, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.8338, kappa: 0.6608, kb_relative_information_score: 289.7314, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8337, predictive_accuracy: 0.834, prior_entropy: 0.9867, recall: 0.834, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.6976, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 938.1282, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.8678, kappa: 0.7304, kb_relative_information_score: 298.4289, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8678, predictive_accuracy: 0.868, prior_entropy: 0.9867, recall: 0.868, relative_absolute_error: 0.4328, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.6257, scimark_benchmark: 930.404, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7129, f_measure: 0.6742, kappa: 0.3339, kb_relative_information_score: 112.3067, mean_absolute_error: 0.389, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.6738, predictive_accuracy: 0.676, prior_entropy: 0.9867, recall: 0.676, relative_absolute_error: 0.7926, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4697, root_relative_squared_error: 0.9482, scimark_benchmark: 941.7976, usercpu_time_millis: 4750, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 4690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8377, kappa: 0.6686, kb_relative_information_score: 295.8591, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8376, predictive_accuracy: 0.838, prior_entropy: 0.9867, recall: 0.838, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6836, scimark_benchmark: 944.0133, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.819, kappa: 0.6299, kb_relative_information_score: 290.5966, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8197, predictive_accuracy: 0.82, prior_entropy: 0.9867, recall: 0.82, relative_absolute_error: 0.4318, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.742, scimark_benchmark: 941.3057, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8576, kappa: 0.7092, kb_relative_information_score: 241.6584, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8578, predictive_accuracy: 0.858, prior_entropy: 0.9867, recall: 0.858, relative_absolute_error: 0.5617, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.668, scimark_benchmark: 938.988, usercpu_time_millis: 250, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.8634, kappa: 0.7207, kb_relative_information_score: 212.7431, mean_absolute_error: 0.3068, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8641, predictive_accuracy: 0.864, prior_entropy: 0.9867, recall: 0.864, relative_absolute_error: 0.6252, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3497, root_relative_squared_error: 0.706, scimark_benchmark: 936.9595, usercpu_time_millis: 7250, usercpu_time_millis_testing: 2780, usercpu_time_millis_training: 4470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8573, kappa: 0.7082, kb_relative_information_score: 218.2052, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8581, predictive_accuracy: 0.858, prior_entropy: 0.9867, recall: 0.858, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.6987, scimark_benchmark: 940.1541, usercpu_time_millis: 3270, usercpu_time_millis_testing: 1100, usercpu_time_millis_training: 2170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8451, kappa: 0.6832, kb_relative_information_score: 215.9679, mean_absolute_error: 0.3021, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8462, predictive_accuracy: 0.846, prior_entropy: 0.9867, recall: 0.846, relative_absolute_error: 0.6156, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.35, root_relative_squared_error: 0.7066, scimark_benchmark: 939.3535, usercpu_time_millis: 1380, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 1080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8224, kappa: 0.6365, kb_relative_information_score: 195.7192, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8247, predictive_accuracy: 0.824, prior_entropy: 0.9867, recall: 0.824, relative_absolute_error: 0.6523, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3696, root_relative_squared_error: 0.7462, scimark_benchmark: 924.2305, usercpu_time_millis: 690, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.7959, kappa: 0.5821, kb_relative_information_score: 172.3127, mean_absolute_error: 0.3398, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.7985, predictive_accuracy: 0.798, prior_entropy: 0.9867, recall: 0.798, relative_absolute_error: 0.6923, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3923, root_relative_squared_error: 0.7919, scimark_benchmark: 899.1108, usercpu_time_millis: 400, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8499, kappa: 0.6938, kb_relative_information_score: 315.0112, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8498, predictive_accuracy: 0.85, prior_entropy: 0.9867, recall: 0.85, relative_absolute_error: 0.3841, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.6614, scimark_benchmark: 941.9549, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8499, kappa: 0.6938, kb_relative_information_score: 315.0112, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8498, predictive_accuracy: 0.85, prior_entropy: 0.9867, recall: 0.85, relative_absolute_error: 0.3841, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.6614, scimark_benchmark: 929.0296, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8397, kappa: 0.6729, kb_relative_information_score: 306.1271, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8397, predictive_accuracy: 0.84, prior_entropy: 0.9867, recall: 0.84, relative_absolute_error: 0.4006, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.6837, scimark_benchmark: 894.7131, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.8497, kappa: 0.6932, kb_relative_information_score: 306.5683, mean_absolute_error: 0.1984, mean_prior_absolute_error: 0.4908, number_of_instances: 500, precision: 0.8497, predictive_accuracy: 0.85, prior_entropy: 0.9867, recall: 0.85, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.666, scimark_benchmark: 926.5859, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,

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