OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, scimark_benchmark: 1693.2028, usercpu_time_millis: 8560, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 8220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.883, kappa: 0.8782, kb_relative_information_score: 17659.736, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8832, predictive_accuracy: 0.8829, prior_entropy: 4.6998, recall: 0.8829, relative_absolute_error: 0.1318, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0923, root_relative_squared_error: 0.48, scimark_benchmark: 931.4501, usercpu_time_millis: 2470, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 2250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.96, kappa: 0.9583, kb_relative_information_score: 19198.0047, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.96, predictive_accuracy: 0.96, prior_entropy: 4.6998, recall: 0.96, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.2855, scimark_benchmark: 901.458, usercpu_time_millis: 33250, usercpu_time_millis_testing: 33030, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.6379, kappa: 0.6267, kb_relative_information_score: 13745.3719, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6562, predictive_accuracy: 0.6411, prior_entropy: 4.6998, recall: 0.6411, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.7233, scimark_benchmark: 901.458, usercpu_time_millis: 2150, usercpu_time_millis_testing: 2020, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.773, kappa: 0.7649, kb_relative_information_score: 15598.4065, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7731, predictive_accuracy: 0.774, prior_entropy: 4.6998, recall: 0.774, relative_absolute_error: 0.3681, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.5864, scimark_benchmark: 1700.2673, usercpu_time_millis: 99520, usercpu_time_millis_testing: 890, usercpu_time_millis_training: 98630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8345, kappa: 0.8271, kb_relative_information_score: 16790.6921, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8394, predictive_accuracy: 0.8338, prior_entropy: 4.6998, recall: 0.8338, relative_absolute_error: 0.2004, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1052, root_relative_squared_error: 0.5468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8186, kappa: 0.3514, kb_relative_information_score: 8081.4905, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.3766, prior_entropy: 4.6998, recall: 0.3766, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.8311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9602, kappa: 0.9586, kb_relative_information_score: 19193.3514, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9602, predictive_accuracy: 0.9602, prior_entropy: 4.6998, recall: 0.9602, relative_absolute_error: 0.0414, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.2877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9535, kappa: 0.9516, kb_relative_information_score: 19217.5722, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9539, predictive_accuracy: 0.9535, prior_entropy: 4.6998, recall: 0.9535, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.2743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9474, kappa: 0.9452, kb_relative_information_score: 18909.3777, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9482, predictive_accuracy: 0.9473, prior_entropy: 4.6998, recall: 0.9473, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.6392, kappa: 0.6278, kb_relative_information_score: 13772.9061, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6559, predictive_accuracy: 0.6421, prior_entropy: 4.6998, recall: 0.6421, relative_absolute_error: 0.4302, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.3708, kappa: 0.3415, kb_relative_information_score: 8150.6566, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.4814, predictive_accuracy: 0.367, prior_entropy: 4.6998, recall: 0.367, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.5563, kappa: 0.5427, kb_relative_information_score: 8632.2625, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6549, predictive_accuracy: 0.5605, prior_entropy: 4.6998, recall: 0.5605, relative_absolute_error: 0.8289, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.8651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.5934, kappa: 0.5813, kb_relative_information_score: 8662.1782, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6982, predictive_accuracy: 0.5976, prior_entropy: 4.6998, recall: 0.5976, relative_absolute_error: 0.8311, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1657, root_relative_squared_error: 0.8616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 73.4467, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, predictive_accuracy: 0.0395, prior_entropy: 4.6998, recall: 0.0395, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.8395, kappa: 0.8323, kb_relative_information_score: 16828.9379, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8445, predictive_accuracy: 0.8388, prior_entropy: 4.6998, recall: 0.8388, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.5276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.7023, kappa: 0.6864, kb_relative_information_score: 14317.6866, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7204, predictive_accuracy: 0.6985, prior_entropy: 4.6998, recall: 0.6985, relative_absolute_error: 0.4326, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.13, root_relative_squared_error: 0.6758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8896, f_measure: 0.6236, kappa: 0.5989, kb_relative_information_score: 12577.5362, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6558, predictive_accuracy: 0.6144, prior_entropy: 4.6998, recall: 0.6144, relative_absolute_error: 0.5203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.7622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8237, kappa: 0.8154, kb_relative_information_score: 4102.45, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8291, predictive_accuracy: 0.8226, prior_entropy: 4.6998, recall: 0.8226, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.885, kappa: 0.8799, kb_relative_information_score: 4172.4373, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8874, predictive_accuracy: 0.8846, prior_entropy: 4.6998, recall: 0.8846, relative_absolute_error: 0.961, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9329, kappa: 0.9301, kb_relative_information_score: 4211.958, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9338, predictive_accuracy: 0.9328, prior_entropy: 4.6998, recall: 0.9328, relative_absolute_error: 0.9605, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.9663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.538, kappa: 0.5379, kb_relative_information_score: 3715.6983, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6196, predictive_accuracy: 0.5558, prior_entropy: 4.6998, recall: 0.5558, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9534, kappa: 0.9514, kb_relative_information_score: 4225.5272, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9537, predictive_accuracy: 0.9533, prior_entropy: 4.6998, recall: 0.9533, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.7761, kappa: 0.764, kb_relative_information_score: 4021.0675, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7896, predictive_accuracy: 0.7731, prior_entropy: 4.6998, recall: 0.7731, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8396, kappa: 0.8323, kb_relative_information_score: 4124.6545, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8434, predictive_accuracy: 0.8388, prior_entropy: 4.6998, recall: 0.8388, relative_absolute_error: 0.9615, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.8059, kappa: 0.8021, kb_relative_information_score: 8535.479, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8095, predictive_accuracy: 0.8097, prior_entropy: 4.6998, recall: 0.8097, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6572, f_measure: 0.0078, kappa: 0.0026, kb_relative_information_score: 1245.3576, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0294, predictive_accuracy: 0.0432, prior_entropy: 4.6998, recall: 0.0432, relative_absolute_error: 0.9973, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1932, root_relative_squared_error: 1.0044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5242, f_measure: 0.0032, kb_relative_information_score: 1137.7162, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0017, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1935, root_relative_squared_error: 1.0063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6595, f_measure: 0.0105, kappa: 0.0044, kb_relative_information_score: 1249.3581, mean_absolute_error: 0.0738, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0317, predictive_accuracy: 0.0449, prior_entropy: 4.6998, recall: 0.0449, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1931, root_relative_squared_error: 1.0043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9323, f_measure: 0.5378, kappa: 0.5383, kb_relative_information_score: 3716.1959, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6195, predictive_accuracy: 0.5562, prior_entropy: 4.6998, recall: 0.5562, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.7752, kappa: 0.763, kb_relative_information_score: 4020.4739, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7886, predictive_accuracy: 0.7722, prior_entropy: 4.6998, recall: 0.7722, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9661, kappa: 0.9647, kb_relative_information_score: 18470.1119, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9663, predictive_accuracy: 0.9661, prior_entropy: 4.6998, recall: 0.9661, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0618, root_relative_squared_error: 0.3212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9664, kappa: 0.965, kb_relative_information_score: 18472.4251, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9666, predictive_accuracy: 0.9664, prior_entropy: 4.6998, recall: 0.9664, relative_absolute_error: 0.177, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0617, root_relative_squared_error: 0.3206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.5536, kappa: 0.5536, kb_relative_information_score: 6577.9002, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.5865, predictive_accuracy: 0.5709, prior_entropy: 4.6998, recall: 0.5709, relative_absolute_error: 0.9019, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.9183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.6855, kappa: 0.6783, kb_relative_information_score: 3912.0182, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7091, predictive_accuracy: 0.6907, prior_entropy: 4.6998, recall: 0.6907, relative_absolute_error: 0.964, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.9706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.7519, kappa: 0.7393, kb_relative_information_score: 3984.1219, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7685, predictive_accuracy: 0.7493, prior_entropy: 4.6998, recall: 0.7493, relative_absolute_error: 0.9631, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.9696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.794, kappa: 0.7829, kb_relative_information_score: 4044.2638, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8069, predictive_accuracy: 0.7913, prior_entropy: 4.6998, recall: 0.7913, relative_absolute_error: 0.9624, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.9688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.8272, kappa: 0.8184, kb_relative_information_score: 4097.0648, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.836, predictive_accuracy: 0.8254, prior_entropy: 4.6998, recall: 0.8254, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8662, kappa: 0.8597, kb_relative_information_score: 4145.145, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8714, predictive_accuracy: 0.8651, prior_entropy: 4.6998, recall: 0.8651, relative_absolute_error: 0.9613, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9048, kappa: 0.9004, kb_relative_information_score: 4189.9848, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9081, predictive_accuracy: 0.9042, prior_entropy: 4.6998, recall: 0.9042, relative_absolute_error: 0.9608, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9384, kappa: 0.9355, kb_relative_information_score: 4219.3697, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9401, predictive_accuracy: 0.938, prior_entropy: 4.6998, recall: 0.938, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9612, kappa: 0.9595, kb_relative_information_score: 4234.963, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9619, predictive_accuracy: 0.9611, prior_entropy: 4.6998, recall: 0.9611, relative_absolute_error: 0.9603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9707, kappa: 0.9695, kb_relative_information_score: 4241.0512, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.971, predictive_accuracy: 0.9707, prior_entropy: 4.6998, recall: 0.9707, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.975, kappa: 0.974, kb_relative_information_score: 4243.0663, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 4.6998, recall: 0.975, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.8828, kappa: 0.878, kb_relative_information_score: 17726.9654, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8832, predictive_accuracy: 0.8827, prior_entropy: 4.6998, recall: 0.8827, relative_absolute_error: 0.1412, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.089, root_relative_squared_error: 0.4629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8856, kappa: 0.881, kb_relative_information_score: 17668.2396, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8858, predictive_accuracy: 0.8856, prior_entropy: 4.6998, recall: 0.8856, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0932, root_relative_squared_error: 0.4844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9597, kappa: 0.958, kb_relative_information_score: 19182.3368, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9597, predictive_accuracy: 0.9597, prior_entropy: 4.6998, recall: 0.9597, relative_absolute_error: 0.042, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.2897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.6379, kappa: 0.6267, kb_relative_information_score: 13745.3719, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6562, predictive_accuracy: 0.6411, prior_entropy: 4.6998, recall: 0.6411, relative_absolute_error: 0.4365, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8257, kappa: 0.8186, kb_relative_information_score: 16603.3097, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8334, predictive_accuracy: 0.8256, prior_entropy: 4.6998, recall: 0.8256, relative_absolute_error: 0.2092, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9707, kappa: 0.9694, kb_relative_information_score: 4236.6145, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.971, predictive_accuracy: 0.9706, prior_entropy: 4.6998, recall: 0.9706, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.6501, kappa: 0.6414, kb_relative_information_score: 13843.2018, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.666, predictive_accuracy: 0.6553, prior_entropy: 4.6998, recall: 0.6553, relative_absolute_error: 0.4464, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.136, root_relative_squared_error: 0.7074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.8866, kappa: 0.8822, kb_relative_information_score: 17840.7443, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8875, predictive_accuracy: 0.8868, prior_entropy: 4.6998, recall: 0.8868, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.4557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7254, f_measure: 0.4439, kappa: 0.4508, kb_relative_information_score: 9299.5739, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.4758, predictive_accuracy: 0.4722, prior_entropy: 4.6998, recall: 0.4722, relative_absolute_error: 0.549, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2015, root_relative_squared_error: 1.0478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9677, kappa: 0.9664, kb_relative_information_score: 19344.8233, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9679, predictive_accuracy: 0.9677, prior_entropy: 4.6998, recall: 0.9677, relative_absolute_error: 0.0336, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0498, root_relative_squared_error: 0.2592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6512, f_measure: 0.0109, kappa: 0.0329, kb_relative_information_score: 2445.7166, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0059, predictive_accuracy: 0.0709, prior_entropy: 4.6998, recall: 0.0709, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.9907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5691, f_measure: 0.0918, kappa: 0.1383, kb_relative_information_score: 3226.6006, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.068, predictive_accuracy: 0.172, prior_entropy: 4.6998, recall: 0.172, relative_absolute_error: 0.8612, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2524, root_relative_squared_error: 1.3124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.6392, kappa: 0.6277, kb_relative_information_score: 13773.7488, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6557, predictive_accuracy: 0.6421, prior_entropy: 4.6998, recall: 0.6421, relative_absolute_error: 0.4301, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.846, kappa: 0.8395, kb_relative_information_score: 17037.5667, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8467, predictive_accuracy: 0.8457, prior_entropy: 4.6998, recall: 0.8457, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.5033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, f_measure: 0.3379, kappa: 0.3337, kb_relative_information_score: 7029.2128, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.3577, predictive_accuracy: 0.3593, prior_entropy: 4.6998, recall: 0.3593, relative_absolute_error: 0.6664, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.222, root_relative_squared_error: 1.1544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.0032, kb_relative_information_score: 1.6782, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.0017, predictive_accuracy: 0.0407, prior_entropy: 4.6998, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9439, kappa: 0.9416, kb_relative_information_score: 19025.7069, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9444, predictive_accuracy: 0.9439, prior_entropy: 4.6998, recall: 0.9439, relative_absolute_error: 0.0826, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0562, root_relative_squared_error: 0.2923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9477, kappa: 0.9454, kb_relative_information_score: 19059.9683, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.948, predictive_accuracy: 0.9475, prior_entropy: 4.6998, recall: 0.9475, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.2997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9748, kappa: 0.9738, kb_relative_information_score: 19489.6963, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.975, predictive_accuracy: 0.9749, prior_entropy: 4.6998, recall: 0.9749, relative_absolute_error: 0.0262, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.044, root_relative_squared_error: 0.2287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.955, f_measure: 0.8706, kappa: 0.8652, kb_relative_information_score: 17446.7349, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8711, predictive_accuracy: 0.8704, prior_entropy: 4.6998, recall: 0.8704, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.4854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9369, kappa: 0.9306, kb_relative_information_score: 4146.5216, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9476, predictive_accuracy: 0.9333, prior_entropy: 4.6998, recall: 0.9333, relative_absolute_error: 0.9613, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9583, kappa: 0.9553, kb_relative_information_score: 4206.7456, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.962, predictive_accuracy: 0.957, prior_entropy: 4.6998, recall: 0.957, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.186, root_relative_squared_error: 0.9672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.864, kappa: 0.858, kb_relative_information_score: 17270.6758, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8652, predictive_accuracy: 0.8635, prior_entropy: 4.6998, recall: 0.8635, relative_absolute_error: 0.1725, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.614, kappa: 0.614, kb_relative_information_score: 3817.7185, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6489, predictive_accuracy: 0.6289, prior_entropy: 4.6998, recall: 0.6289, relative_absolute_error: 0.9652, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.9718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, f_measure: 0.6391, kappa: 0.6276, kb_relative_information_score: 13790.3665, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6555, predictive_accuracy: 0.642, prior_entropy: 4.6998, recall: 0.642, relative_absolute_error: 0.4315, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.7224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.4011, kappa: 0.3512, kb_relative_information_score: 7360.5786, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.5417, predictive_accuracy: 0.3771, prior_entropy: 4.6998, recall: 0.3771, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.8151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.8425, kappa: 0.836, kb_relative_information_score: 16982.4539, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8432, predictive_accuracy: 0.8424, prior_entropy: 4.6998, recall: 0.8424, relative_absolute_error: 0.2158, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.5086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8235, kappa: 0.8143, kb_relative_information_score: 4091.0884, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8312, predictive_accuracy: 0.8215, prior_entropy: 4.6998, recall: 0.8215, relative_absolute_error: 0.9619, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1862, root_relative_squared_error: 0.9681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8736, kappa: 0.8682, kb_relative_information_score: 17464.9799, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.874, predictive_accuracy: 0.8733, prior_entropy: 4.6998, recall: 0.8733, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.5083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9643, kappa: 0.9629, kb_relative_information_score: 18016.0853, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9646, predictive_accuracy: 0.9643, prior_entropy: 4.6998, recall: 0.9643, relative_absolute_error: 0.2278, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.3628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9633, kappa: 0.9617, kb_relative_information_score: 18247.0413, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9636, predictive_accuracy: 0.9632, prior_entropy: 4.6998, recall: 0.9632, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0662, root_relative_squared_error: 0.3442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8662, kappa: 0.8607, kb_relative_information_score: 17476.406, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8667, predictive_accuracy: 0.8661, prior_entropy: 4.6998, recall: 0.8661, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.8526, kappa: 0.8466, kb_relative_information_score: 17263.1774, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.853, predictive_accuracy: 0.8525, prior_entropy: 4.6998, recall: 0.8525, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.4892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.841, kappa: 0.8344, kb_relative_information_score: 17062.2398, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.8415, predictive_accuracy: 0.8408, prior_entropy: 4.6998, recall: 0.8408, relative_absolute_error: 0.2165, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.5017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.8271, kappa: 0.82, kb_relative_information_score: 16755.3859, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.828, predictive_accuracy: 0.8269, prior_entropy: 4.6998, recall: 0.8269, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1001, root_relative_squared_error: 0.5203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8109, kappa: 0.803, kb_relative_information_score: 16422.3764, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.812, predictive_accuracy: 0.8106, prior_entropy: 4.6998, recall: 0.8106, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1042, root_relative_squared_error: 0.5417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.7871, kappa: 0.7777, kb_relative_information_score: 15979.6112, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7892, predictive_accuracy: 0.7863, prior_entropy: 4.6998, recall: 0.7863, relative_absolute_error: 0.3082, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.5688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7638, kappa: 0.7533, kb_relative_information_score: 15569.3704, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.767, predictive_accuracy: 0.7628, prior_entropy: 4.6998, recall: 0.7628, relative_absolute_error: 0.3388, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.7323, kappa: 0.7204, kb_relative_information_score: 15008.1255, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7368, predictive_accuracy: 0.7312, prior_entropy: 4.6998, recall: 0.7312, relative_absolute_error: 0.3806, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1202, root_relative_squared_error: 0.6249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.7054, kappa: 0.6918, kb_relative_information_score: 14550.7592, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.7127, predictive_accuracy: 0.7037, prior_entropy: 4.6998, recall: 0.7037, relative_absolute_error: 0.4119, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.6486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9748, kappa: 0.9738, kb_relative_information_score: 19489.6963, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.975, predictive_accuracy: 0.9749, prior_entropy: 4.6998, recall: 0.9749, relative_absolute_error: 0.0262, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.044, root_relative_squared_error: 0.2287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.6695, kappa: 0.6544, kb_relative_information_score: 13775.5451, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6804, predictive_accuracy: 0.6678, prior_entropy: 4.6998, recall: 0.6678, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.6852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.642, kappa: 0.6255, kb_relative_information_score: 13255.7867, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6547, predictive_accuracy: 0.64, prior_entropy: 4.6998, recall: 0.64, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1362, root_relative_squared_error: 0.7084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.6089, kappa: 0.5871, kb_relative_information_score: 12579.5225, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6277, predictive_accuracy: 0.603, prior_entropy: 4.6998, recall: 0.603, relative_absolute_error: 0.545, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.7414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.5707, kappa: 0.5496, kb_relative_information_score: 11930.6351, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.5945, predictive_accuracy: 0.567, prior_entropy: 4.6998, recall: 0.567, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9661, kappa: 0.9647, kb_relative_information_score: 18396.5543, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9664, predictive_accuracy: 0.9661, prior_entropy: 4.6998, recall: 0.9661, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0634, root_relative_squared_error: 0.3295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9637, kappa: 0.9622, kb_relative_information_score: 18513.3632, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.964, predictive_accuracy: 0.9637, prior_entropy: 4.6998, recall: 0.9637, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0615, root_relative_squared_error: 0.3197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9604, kappa: 0.9588, kb_relative_information_score: 18552.5419, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9606, predictive_accuracy: 0.9604, prior_entropy: 4.6998, recall: 0.9604, relative_absolute_error: 0.1638, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9512, kappa: 0.9491, kb_relative_information_score: 18562.3932, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9514, predictive_accuracy: 0.9511, prior_entropy: 4.6998, recall: 0.9511, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.936, kappa: 0.9333, kb_relative_information_score: 18482.8877, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 4.6998, recall: 0.9359, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.936, kappa: 0.9333, kb_relative_information_score: 18482.8877, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 4.6998, recall: 0.9359, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.936, kappa: 0.9333, kb_relative_information_score: 18482.8877, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 4.6998, recall: 0.9359, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9595, kappa: 0.9578, kb_relative_information_score: 18441.1249, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9598, predictive_accuracy: 0.9594, prior_entropy: 4.6998, recall: 0.9594, relative_absolute_error: 0.1765, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.3311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.936, kappa: 0.9333, kb_relative_information_score: 18482.8877, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 4.6998, recall: 0.9359, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.936, kappa: 0.9333, kb_relative_information_score: 18482.8877, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 4.6998, recall: 0.9359, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.936, kappa: 0.9333, kb_relative_information_score: 18482.8877, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 4.6998, recall: 0.9359, relative_absolute_error: 0.1533, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.339,

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