OpenML
Supervised Classification on arrhythmia

Supervised Classification on arrhythmia

Task 5 Supervised Classification arrhythmia 3391 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • basic study_1 study_41 study_73 under100k under1m
Issue #Downvotes for this reason By


Metric:

3391 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, kappa: 0.4895, kb_relative_information_score: -40.0613, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7013, prior_entropy: 2.5222, recall: 0.7013, relative_absolute_error: 1.3475, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, kappa: 0.5503, kb_relative_information_score: 243.6752, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.8658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8548, kappa: 0.5987, kb_relative_information_score: -39.7847, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7456, prior_entropy: 2.5222, recall: 0.7456, relative_absolute_error: 1.3473, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6704, kappa: 0.4161, kb_relative_information_score: 97.4118, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6593, prior_entropy: 2.5222, recall: 0.6593, relative_absolute_error: 0.9939, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2062, root_relative_squared_error: 1.0036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7468, f_measure: 0.4634, kappa: 0.2971, kb_relative_information_score: -40.509, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.5893, predictive_accuracy: 0.4292, prior_entropy: 2.5222, recall: 0.4292, relative_absolute_error: 1.3486, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8164, kappa: 0.3468, kb_relative_information_score: 195.6603, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6416, prior_entropy: 2.5222, recall: 0.6416, relative_absolute_error: 0.5266, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.9036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, kappa: 0.4744, kb_relative_information_score: -40.0483, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6173, prior_entropy: 2.5222, recall: 0.6173, relative_absolute_error: 1.3479, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7855, kappa: 0.2508, kb_relative_information_score: 162.3011, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.615, prior_entropy: 2.5222, recall: 0.615, relative_absolute_error: 0.6151, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.9426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, kappa: 0.539, kb_relative_information_score: -39.3542, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7235, prior_entropy: 2.5222, recall: 0.7235, relative_absolute_error: 1.346, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, kappa: 0.5377, kb_relative_information_score: -39.6986, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7235, prior_entropy: 2.5222, recall: 0.7235, relative_absolute_error: 1.3468, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8409, kappa: 0.4988, kb_relative_information_score: 220.6389, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.8624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6962, kappa: 0.0819, kb_relative_information_score: 53.3265, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5509, prior_entropy: 2.5222, recall: 0.5509, relative_absolute_error: 1.0865, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2136, root_relative_squared_error: 1.0396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, kappa: 0.5124, kb_relative_information_score: -39.223, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7102, prior_entropy: 2.5222, recall: 0.7102, relative_absolute_error: 1.3456, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8363, kappa: 0.4908, kb_relative_information_score: 217.8376, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6881, prior_entropy: 2.5222, recall: 0.6881, relative_absolute_error: 0.4663, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.8898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, kappa: 0.3611, kb_relative_information_score: 188.4708, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6372, prior_entropy: 2.5222, recall: 0.6372, relative_absolute_error: 0.5401, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.9216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, kappa: 0.4902, kb_relative_information_score: 229.4576, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 0.4274, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, kappa: 0.4656, kb_relative_information_score: 225.2784, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6969, prior_entropy: 2.5222, recall: 0.6969, relative_absolute_error: 0.455, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.8487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.6012, kappa: 0.4528, kb_relative_information_score: -40.282, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.6464, predictive_accuracy: 0.5907, prior_entropy: 2.5222, recall: 0.5907, relative_absolute_error: 1.3483, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, kappa: 0.4102, kb_relative_information_score: 202.7448, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6748, prior_entropy: 2.5222, recall: 0.6748, relative_absolute_error: 0.4704, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.9236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, kappa: 0.4983, kb_relative_information_score: -39.8592, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6593, prior_entropy: 2.5222, recall: 0.6593, relative_absolute_error: 1.3476, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, kappa: 0.5227, kb_relative_information_score: 229.8145, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6925, prior_entropy: 2.5222, recall: 0.6925, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7111, kappa: 0.1136, kb_relative_information_score: 55.6274, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5619, prior_entropy: 2.5222, recall: 0.5619, relative_absolute_error: 1.0826, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2127, root_relative_squared_error: 1.0349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, kappa: 0.5493, kb_relative_information_score: 234.2507, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7102, prior_entropy: 2.5222, recall: 0.7102, relative_absolute_error: 0.4355, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.8902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.748, kappa: 0.2634, kb_relative_information_score: 154.0661, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6084, prior_entropy: 2.5222, recall: 0.6084, relative_absolute_error: 0.6616, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.9461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, kappa: 0.1049, kb_relative_information_score: 115.6342, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5686, prior_entropy: 2.5222, recall: 0.5686, relative_absolute_error: 0.8206, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.9553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8099, kappa: 0.5025, kb_relative_information_score: -40.0535, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6394, prior_entropy: 2.5222, recall: 0.6394, relative_absolute_error: 1.3479, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, kappa: 0.4602, kb_relative_information_score: 219.2039, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6947, prior_entropy: 2.5222, recall: 0.6947, relative_absolute_error: 0.4422, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.185, root_relative_squared_error: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.6219, kappa: 0.4666, kb_relative_information_score: -39.87, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.6358, predictive_accuracy: 0.6217, prior_entropy: 2.5222, recall: 0.6217, relative_absolute_error: 1.3476, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, kappa: 0.4722, kb_relative_information_score: 212.2047, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6925, prior_entropy: 2.5222, recall: 0.6925, relative_absolute_error: 0.4687, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.8897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, kappa: 0.2273, kb_relative_information_score: 150.8313, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6018, prior_entropy: 2.5222, recall: 0.6018, relative_absolute_error: 0.6363, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8869, kappa: 0.4016, kb_relative_information_score: 195.1863, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6726, prior_entropy: 2.5222, recall: 0.6726, relative_absolute_error: 0.49, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.9386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, kappa: 0.3731, kb_relative_information_score: -40.3177, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6571, prior_entropy: 2.5222, recall: 0.6571, relative_absolute_error: 1.348, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, kappa: 0.5441, kb_relative_information_score: 240.1064, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 0.4281, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.8753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, kappa: 0.5522, kb_relative_information_score: -39.0298, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7279, prior_entropy: 2.5222, recall: 0.7279, relative_absolute_error: 1.3453, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8301, kappa: 0.5285, kb_relative_information_score: 229.1657, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6947, prior_entropy: 2.5222, recall: 0.6947, relative_absolute_error: 0.4501, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.8998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, kappa: 0.4243, kb_relative_information_score: 198.0821, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6593, prior_entropy: 2.5222, recall: 0.6593, relative_absolute_error: 0.5034, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7931, kappa: 0.3456, kb_relative_information_score: 182.8268, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6305, prior_entropy: 2.5222, recall: 0.6305, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.9438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, kappa: 0.5437, kb_relative_information_score: -38.8501, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7235, prior_entropy: 2.5222, recall: 0.7235, relative_absolute_error: 1.3447, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2394, root_relative_squared_error: 1.1652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, kappa: 0.4985, kb_relative_information_score: 225.0971, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7058, prior_entropy: 2.5222, recall: 0.7058, relative_absolute_error: 0.4448, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.8684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, kappa: 0.5454, kb_relative_information_score: -40.3295, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6858, prior_entropy: 2.5222, recall: 0.6858, relative_absolute_error: 1.3484, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, kappa: 0.5925, kb_relative_information_score: -39.968, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7434, prior_entropy: 2.5222, recall: 0.7434, relative_absolute_error: 1.3476, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6995, kappa: 0.2856, kb_relative_information_score: 106.2336, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5686, prior_entropy: 2.5222, recall: 0.5686, relative_absolute_error: 0.9518, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8548, kappa: 0.5417, kb_relative_information_score: 232.9893, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 0.4446, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.8747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7588, kappa: 0.2145, kb_relative_information_score: 146.2111, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5929, prior_entropy: 2.5222, recall: 0.5929, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5516, kappa: 0.2488, kb_relative_information_score: -0.2016, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.4845, prior_entropy: 2.5222, recall: 0.4845, relative_absolute_error: 1.26, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2318, root_relative_squared_error: 1.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, kappa: 0.5581, kb_relative_information_score: -40.2238, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7257, prior_entropy: 2.5222, recall: 0.7257, relative_absolute_error: 1.348, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, kappa: 0.5615, kb_relative_information_score: 245.4389, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7212, prior_entropy: 2.5222, recall: 0.7212, relative_absolute_error: 0.4059, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, kappa: 0.5458, kb_relative_information_score: -39.913, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6858, prior_entropy: 2.5222, recall: 0.6858, relative_absolute_error: 1.3477, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7758, kappa: 0.5055, kb_relative_information_score: -40.3258, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6593, prior_entropy: 2.5222, recall: 0.6593, relative_absolute_error: 1.3484, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8169, kappa: 0.2179, kb_relative_information_score: 165.2531, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6018, prior_entropy: 2.5222, recall: 0.6018, relative_absolute_error: 0.6031, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.9404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, kappa: 0.5308, kb_relative_information_score: -38.6113, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7102, prior_entropy: 2.5222, recall: 0.7102, relative_absolute_error: 1.3442, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2394, root_relative_squared_error: 1.1648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, kappa: 0.364, kb_relative_information_score: 196.3229, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6527, prior_entropy: 2.5222, recall: 0.6527, relative_absolute_error: 0.5298, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.9124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.888, kappa: 0.4719, kb_relative_information_score: -39.4509, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6991, prior_entropy: 2.5222, recall: 0.6991, relative_absolute_error: 1.3457, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, kappa: 0.4953, kb_relative_information_score: 178.6348, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7058, prior_entropy: 2.5222, recall: 0.7058, relative_absolute_error: 0.7315, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.8411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, kappa: 0.4308, kb_relative_information_score: 208.3401, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6814, prior_entropy: 2.5222, recall: 0.6814, relative_absolute_error: 0.4599, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.189, root_relative_squared_error: 0.9199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, kappa: 0.5357, kb_relative_information_score: -39.2277, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 1.3461, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8278, kappa: 0.5434, kb_relative_information_score: -40.0653, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6969, prior_entropy: 2.5222, recall: 0.6969, relative_absolute_error: 1.3479, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, kappa: 0.0725, kb_relative_information_score: 54.7606, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5487, prior_entropy: 2.5222, recall: 0.5487, relative_absolute_error: 1.0654, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2107, root_relative_squared_error: 1.0252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, kappa: 0.5584, kb_relative_information_score: -40.0707, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7058, prior_entropy: 2.5222, recall: 0.7058, relative_absolute_error: 1.3479, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8255, kappa: 0.5153, kb_relative_information_score: -40.0883, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6504, prior_entropy: 2.5222, recall: 0.6504, relative_absolute_error: 1.348, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, kappa: 0.4725, kb_relative_information_score: 213.3265, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6881, prior_entropy: 2.5222, recall: 0.6881, relative_absolute_error: 0.4805, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.8877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7017, kappa: 0.0771, kb_relative_information_score: 59.4798, mean_absolute_error: 0.0897, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5509, prior_entropy: 2.5222, recall: 0.5509, relative_absolute_error: 1.0488, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2081, root_relative_squared_error: 1.0128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, kappa: 0.4931, kb_relative_information_score: 209.4001, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7102, prior_entropy: 2.5222, recall: 0.7102, relative_absolute_error: 0.5517, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.8209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, kappa: 0.4608, kb_relative_information_score: -40.4284, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6858, prior_entropy: 2.5222, recall: 0.6858, relative_absolute_error: 1.3483, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, kappa: 0.3677, kb_relative_information_score: 186.1103, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.635, prior_entropy: 2.5222, recall: 0.635, relative_absolute_error: 0.5577, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, kappa: 0.5041, kb_relative_information_score: 225.8493, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7146, prior_entropy: 2.5222, recall: 0.7146, relative_absolute_error: 0.4451, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.8599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, kappa: 0.5627, kb_relative_information_score: 239.3398, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.719, prior_entropy: 2.5222, recall: 0.719, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, kappa: 0.0901, kb_relative_information_score: 58.027, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5531, prior_entropy: 2.5222, recall: 0.5531, relative_absolute_error: 1.0892, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2137, root_relative_squared_error: 1.0399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7133, kappa: 0.2705, kb_relative_information_score: 53.4208, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5398, prior_entropy: 2.5222, recall: 0.5398, relative_absolute_error: 1.1616, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2175, root_relative_squared_error: 1.0582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, kappa: 0.2872, kb_relative_information_score: 182.7328, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6327, prior_entropy: 2.5222, recall: 0.6327, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.8931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, kappa: 0.5338, kb_relative_information_score: 230.9333, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7035, prior_entropy: 2.5222, recall: 0.7035, relative_absolute_error: 0.4463, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.8636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8449, kappa: 0.5482, kb_relative_information_score: -39.4599, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7212, prior_entropy: 2.5222, recall: 0.7212, relative_absolute_error: 1.3467, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8467, kappa: 0.5309, kb_relative_information_score: -39.3946, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 1.3464, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, kappa: 0.4995, kb_relative_information_score: -39.4131, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.708, prior_entropy: 2.5222, recall: 0.708, relative_absolute_error: 1.346, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, kappa: 0.4775, kb_relative_information_score: 218.4433, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6903, prior_entropy: 2.5222, recall: 0.6903, relative_absolute_error: 0.4502, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7017, kappa: 0.1228, kb_relative_information_score: 116.8858, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.5752, prior_entropy: 2.5222, recall: 0.5752, relative_absolute_error: 0.8197, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.9534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, kappa: 0.5752, kb_relative_information_score: -39.8349, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7412, prior_entropy: 2.5222, recall: 0.7412, relative_absolute_error: 1.3473, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, kappa: 0.539, kb_relative_information_score: -39.5731, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7058, prior_entropy: 2.5222, recall: 0.7058, relative_absolute_error: 1.3469, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8652, kappa: 0.6009, kb_relative_information_score: -39.6521, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7522, prior_entropy: 2.5222, recall: 0.7522, relative_absolute_error: 1.347, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, kappa: 0.5593, kb_relative_information_score: 244.6241, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7168, prior_entropy: 2.5222, recall: 0.7168, relative_absolute_error: 0.4169, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.8553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8407, kappa: 0.54, kb_relative_information_score: 229.2441, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7102, prior_entropy: 2.5222, recall: 0.7102, relative_absolute_error: 0.4445, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.8756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8061, f_measure: 0.6364, kappa: 0.4949, kb_relative_information_score: -40.0741, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.6617, predictive_accuracy: 0.635, prior_entropy: 2.5222, recall: 0.635, relative_absolute_error: 1.348, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6808, kappa: 0.404, kb_relative_information_score: 107.4665, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6416, prior_entropy: 2.5222, recall: 0.6416, relative_absolute_error: 0.9668, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.204, root_relative_squared_error: 0.9928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8546, kappa: 0.5951, kb_relative_information_score: -39.9332, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7478, prior_entropy: 2.5222, recall: 0.7478, relative_absolute_error: 1.3475, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.24, root_relative_squared_error: 1.1677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.5981, kappa: 0.4377, kb_relative_information_score: -40.2715, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, precision: 0.6313, predictive_accuracy: 0.5885, prior_entropy: 2.5222, recall: 0.5885, relative_absolute_error: 1.3482, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, kappa: 0.5492, kb_relative_information_score: -39.4676, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7168, prior_entropy: 2.5222, recall: 0.7168, relative_absolute_error: 1.3467, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, kappa: 0.4875, kb_relative_information_score: -40.4632, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6881, prior_entropy: 2.5222, recall: 0.6881, relative_absolute_error: 1.3484, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, kappa: 0.5467, kb_relative_information_score: -40.3137, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6925, prior_entropy: 2.5222, recall: 0.6925, relative_absolute_error: 1.3483, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7836, kappa: 0.5316, kb_relative_information_score: -40.326, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6704, prior_entropy: 2.5222, recall: 0.6704, relative_absolute_error: 1.3484, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, kappa: 0.5439, kb_relative_information_score: -39.4133, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7235, prior_entropy: 2.5222, recall: 0.7235, relative_absolute_error: 1.3461, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2397, root_relative_squared_error: 1.1665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, kappa: 0.261, kb_relative_information_score: 131.3562, mean_absolute_error: 0.0747, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6195, prior_entropy: 2.5222, recall: 0.6195, relative_absolute_error: 0.8731, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7606, kappa: 0.4636, kb_relative_information_score: -40.5391, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6416, prior_entropy: 2.5222, recall: 0.6416, relative_absolute_error: 1.3486, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8814, kappa: 0.5269, kb_relative_information_score: -39.2601, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.719, prior_entropy: 2.5222, recall: 0.719, relative_absolute_error: 1.3456, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7838, kappa: 0.549, kb_relative_information_score: -40.3367, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6925, prior_entropy: 2.5222, recall: 0.6925, relative_absolute_error: 1.3483, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2401, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8316, kappa: 0.5403, kb_relative_information_score: -39.5032, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7124, prior_entropy: 2.5222, recall: 0.7124, relative_absolute_error: 1.3468, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, kappa: 0.5532, kb_relative_information_score: -39.0532, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7301, prior_entropy: 2.5222, recall: 0.7301, relative_absolute_error: 1.3453, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2396, root_relative_squared_error: 1.1657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.828, kappa: 0.4541, kb_relative_information_score: 211.2406, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.677, prior_entropy: 2.5222, recall: 0.677, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.8963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8539, kappa: 0.6053, kb_relative_information_score: -39.7298, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7522, prior_entropy: 2.5222, recall: 0.7522, relative_absolute_error: 1.3472, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2399, root_relative_squared_error: 1.1674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, kappa: 0.5645, kb_relative_information_score: -39.5285, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.7301, prior_entropy: 2.5222, recall: 0.7301, relative_absolute_error: 1.3468, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, kappa: 0.5259, kb_relative_information_score: -39.5783, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.0855, number_of_instances: 452, predictive_accuracy: 0.6991, prior_entropy: 2.5222, recall: 0.6991, relative_absolute_error: 1.3469, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.2398, root_relative_squared_error: 1.1671,

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

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs