Task
Supervised Classification on splice

Supervised Classification on splice

Task 45 Supervised Classification splice 20618 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

20618 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: 0.9802, f_measure: 0.9406, kappa: 0.9036, kb_relative_information_score: 2809.469, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 1.4804, recall: 0.9404, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.4002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.942, kappa: 0.9059, kb_relative_information_score: 2843.417, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9421, predictive_accuracy: 0.942, prior_entropy: 1.4804, recall: 0.942, relative_absolute_error: 0.1272, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.3872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9373, kappa: 0.8983, kb_relative_information_score: 2832.4616, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9375, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.4183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9393, kappa: 0.9014, kb_relative_information_score: 2849.4636, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9396, predictive_accuracy: 0.9392, prior_entropy: 1.4804, recall: 0.9392, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.4161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.939, kappa: 0.9009, kb_relative_information_score: 2818.7805, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9392, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9376, kappa: 0.8984, kb_relative_information_score: 2828.6219, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9381, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9387, kappa: 0.9003, kb_relative_information_score: 2826.3412, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9389, predictive_accuracy: 0.9386, prior_entropy: 1.4804, recall: 0.9386, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.3949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9401, kappa: 0.9028, kb_relative_information_score: 2805.2022, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9408, predictive_accuracy: 0.9398, prior_entropy: 1.4804, recall: 0.9398, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9345, kappa: 0.8938, kb_relative_information_score: 2816.9286, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9348, predictive_accuracy: 0.9345, prior_entropy: 1.4804, recall: 0.9345, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9351, kappa: 0.8945, kb_relative_information_score: 2827.5339, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9352, predictive_accuracy: 0.9351, prior_entropy: 1.4804, recall: 0.9351, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9338, kappa: 0.8923, kb_relative_information_score: 2826.2266, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9341, predictive_accuracy: 0.9335, prior_entropy: 1.4804, recall: 0.9335, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.939, kappa: 0.9009, kb_relative_information_score: 2823.3241, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9391, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1308, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.19, root_relative_squared_error: 0.4197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9334, kappa: 0.8917, kb_relative_information_score: 2825.4227, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9337, predictive_accuracy: 0.9332, prior_entropy: 1.4804, recall: 0.9332, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9358, kappa: 0.8958, kb_relative_information_score: 2857.4901, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.936, predictive_accuracy: 0.9357, prior_entropy: 1.4804, recall: 0.9357, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.4248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9362, kappa: 0.8963, kb_relative_information_score: 2808.9107, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9364, predictive_accuracy: 0.9361, prior_entropy: 1.4804, recall: 0.9361, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.4005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9393, kappa: 0.9014, kb_relative_information_score: 2837.1525, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9396, predictive_accuracy: 0.9392, prior_entropy: 1.4804, recall: 0.9392, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9436, kappa: 0.9084, kb_relative_information_score: 2840.7352, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9437, predictive_accuracy: 0.9436, prior_entropy: 1.4804, recall: 0.9436, relative_absolute_error: 0.1265, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1823, root_relative_squared_error: 0.4026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9377, kappa: 0.8989, kb_relative_information_score: 2814.6269, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9379, predictive_accuracy: 0.9376, prior_entropy: 1.4804, recall: 0.9376, relative_absolute_error: 0.1398, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9396, kappa: 0.9019, kb_relative_information_score: 2822.0176, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9395, prior_entropy: 1.4804, recall: 0.9395, relative_absolute_error: 0.1372, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.94, kappa: 0.9026, kb_relative_information_score: 2815.5003, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.94, predictive_accuracy: 0.9401, prior_entropy: 1.4804, recall: 0.9401, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.4179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9398, kappa: 0.9023, kb_relative_information_score: 2863.0746, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9398, prior_entropy: 1.4804, recall: 0.9398, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9344, kappa: 0.8933, kb_relative_information_score: 2825.4608, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9347, predictive_accuracy: 0.9342, prior_entropy: 1.4804, recall: 0.9342, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.4048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9371, kappa: 0.8977, kb_relative_information_score: 2831.1869, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9372, predictive_accuracy: 0.937, prior_entropy: 1.4804, recall: 0.937, relative_absolute_error: 0.1272, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9365, kappa: 0.8969, kb_relative_information_score: 2845.9218, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9368, predictive_accuracy: 0.9364, prior_entropy: 1.4804, recall: 0.9364, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9371, kappa: 0.898, kb_relative_information_score: 2862.4552, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9375, predictive_accuracy: 0.937, prior_entropy: 1.4804, recall: 0.937, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9389, kappa: 0.9008, kb_relative_information_score: 2832.1026, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9389, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.3908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.941, kappa: 0.9043, kb_relative_information_score: 2800.7721, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9416, predictive_accuracy: 0.9408, prior_entropy: 1.4804, recall: 0.9408, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.4008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9407, kappa: 0.9036, kb_relative_information_score: 2827.6331, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9411, predictive_accuracy: 0.9404, prior_entropy: 1.4804, recall: 0.9404, relative_absolute_error: 0.1342, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.3956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9432, kappa: 0.9078, kb_relative_information_score: 2828.0156, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9432, predictive_accuracy: 0.9433, prior_entropy: 1.4804, recall: 0.9433, relative_absolute_error: 0.1311, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9395, kappa: 0.9016, kb_relative_information_score: 2832.0479, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9402, predictive_accuracy: 0.9392, prior_entropy: 1.4804, recall: 0.9392, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9352, kappa: 0.8948, kb_relative_information_score: 2816.0868, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9354, predictive_accuracy: 0.9351, prior_entropy: 1.4804, recall: 0.9351, relative_absolute_error: 0.1385, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9392, kappa: 0.9011, kb_relative_information_score: 2832.7418, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1326, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9377, kappa: 0.8989, kb_relative_information_score: 2814.4821, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9379, predictive_accuracy: 0.9376, prior_entropy: 1.4804, recall: 0.9376, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.3972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9406, kappa: 0.9036, kb_relative_information_score: 2807.6926, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.941, predictive_accuracy: 0.9404, prior_entropy: 1.4804, recall: 0.9404, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.4004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9306, kappa: 0.887, kb_relative_information_score: 2819.4299, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9308, predictive_accuracy: 0.9304, prior_entropy: 1.4804, recall: 0.9304, relative_absolute_error: 0.1344, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9381, kappa: 0.8993, kb_relative_information_score: 2838.5502, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9383, predictive_accuracy: 0.9379, prior_entropy: 1.4804, recall: 0.9379, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.4192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.939, kappa: 0.9009, kb_relative_information_score: 2809.2976, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9391, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1414, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9419, kappa: 0.9059, kb_relative_information_score: 2808.9043, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9427, predictive_accuracy: 0.9417, prior_entropy: 1.4804, recall: 0.9417, relative_absolute_error: 0.1423, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9356, kappa: 0.8952, kb_relative_information_score: 2825.8835, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.936, predictive_accuracy: 0.9354, prior_entropy: 1.4804, recall: 0.9354, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9368, kappa: 0.8974, kb_relative_information_score: 2833.8234, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.937, predictive_accuracy: 0.9367, prior_entropy: 1.4804, recall: 0.9367, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.4238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9366, kappa: 0.8968, kb_relative_information_score: 2829.8944, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9369, predictive_accuracy: 0.9364, prior_entropy: 1.4804, recall: 0.9364, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9334, kappa: 0.8918, kb_relative_information_score: 2833.716, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9336, predictive_accuracy: 0.9332, prior_entropy: 1.4804, recall: 0.9332, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.937, kappa: 0.8978, kb_relative_information_score: 2860.2284, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9372, predictive_accuracy: 0.937, prior_entropy: 1.4804, recall: 0.937, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.9309, kappa: 0.888, kb_relative_information_score: 2845.9424, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9317, predictive_accuracy: 0.9307, prior_entropy: 1.4804, recall: 0.9307, relative_absolute_error: 0.1167, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.4476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9359, kappa: 0.8958, kb_relative_information_score: 2817.3633, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9361, predictive_accuracy: 0.9357, prior_entropy: 1.4804, recall: 0.9357, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.3962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9353, kappa: 0.8948, kb_relative_information_score: 2819.1227, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9355, predictive_accuracy: 0.9351, prior_entropy: 1.4804, recall: 0.9351, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9407, kappa: 0.9038, kb_relative_information_score: 2837.838, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9408, predictive_accuracy: 0.9408, prior_entropy: 1.4804, recall: 0.9408, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.3876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9449, kappa: 0.9105, kb_relative_information_score: 2843.0628, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.945, predictive_accuracy: 0.9448, prior_entropy: 1.4804, recall: 0.9448, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9413, kappa: 0.9046, kb_relative_information_score: 2829.9292, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9417, predictive_accuracy: 0.9411, prior_entropy: 1.4804, recall: 0.9411, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.3952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9418, kappa: 0.9055, kb_relative_information_score: 2844.5327, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.942, predictive_accuracy: 0.9417, prior_entropy: 1.4804, recall: 0.9417, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.9248, kappa: 0.878, kb_relative_information_score: 2824.5742, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9257, predictive_accuracy: 0.9245, prior_entropy: 1.4804, recall: 0.9245, relative_absolute_error: 0.1238, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9381, kappa: 0.8995, kb_relative_information_score: 2816.259, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9385, predictive_accuracy: 0.9379, prior_entropy: 1.4804, recall: 0.9379, relative_absolute_error: 0.1386, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.3993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.941, kappa: 0.9043, kb_relative_information_score: 2800.6889, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9416, predictive_accuracy: 0.9408, prior_entropy: 1.4804, recall: 0.9408, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.4008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.939, kappa: 0.9009, kb_relative_information_score: 2821.0072, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9392, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1375, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.3977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9396, kappa: 0.9019, kb_relative_information_score: 2820.1719, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9395, prior_entropy: 1.4804, recall: 0.9395, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.3972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9413, kappa: 0.9047, kb_relative_information_score: 2827.7549, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9412, predictive_accuracy: 0.9414, prior_entropy: 1.4804, recall: 0.9414, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.4118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9375, kappa: 0.8986, kb_relative_information_score: 2841.4121, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.938, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.121, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9379, kappa: 0.899, kb_relative_information_score: 2829.8328, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9385, predictive_accuracy: 0.9376, prior_entropy: 1.4804, recall: 0.9376, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.3954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.9344, kappa: 0.8936, kb_relative_information_score: 2848.5364, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.935, predictive_accuracy: 0.9342, prior_entropy: 1.4804, recall: 0.9342, relative_absolute_error: 0.1173, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9414, kappa: 0.9049, kb_relative_information_score: 2825.1914, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9416, predictive_accuracy: 0.9414, prior_entropy: 1.4804, recall: 0.9414, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.4105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9346, kappa: 0.8937, kb_relative_information_score: 2827.6514, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9348, predictive_accuracy: 0.9345, prior_entropy: 1.4804, recall: 0.9345, relative_absolute_error: 0.1308, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9396, kappa: 0.9019, kb_relative_information_score: 2832.6437, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9398, predictive_accuracy: 0.9395, prior_entropy: 1.4804, recall: 0.9395, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.178, root_relative_squared_error: 0.3931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9391, kappa: 0.9011, kb_relative_information_score: 2841.0477, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9396, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1894, root_relative_squared_error: 0.4182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9375, kappa: 0.8985, kb_relative_information_score: 2842.6018, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9379, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.1209, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.4229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.939, kappa: 0.9009, kb_relative_information_score: 2809.1861, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9391, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.3978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9349, kappa: 0.8942, kb_relative_information_score: 2824.5144, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9351, predictive_accuracy: 0.9348, prior_entropy: 1.4804, recall: 0.9348, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.4144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9452, kappa: 0.911, kb_relative_information_score: 2843.4528, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9453, predictive_accuracy: 0.9451, prior_entropy: 1.4804, recall: 0.9451, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.3965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9422, kappa: 0.9061, kb_relative_information_score: 2844.2463, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9426, predictive_accuracy: 0.942, prior_entropy: 1.4804, recall: 0.942, relative_absolute_error: 0.1244, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.4091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9368, kappa: 0.8973, kb_relative_information_score: 2811.7151, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.937, predictive_accuracy: 0.9367, prior_entropy: 1.4804, recall: 0.9367, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.3991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9382, kappa: 0.8996, kb_relative_information_score: 2836.3819, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9386, predictive_accuracy: 0.9379, prior_entropy: 1.4804, recall: 0.9379, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.4254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9413, kappa: 0.9045, kb_relative_information_score: 2846.1901, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9416, predictive_accuracy: 0.9411, prior_entropy: 1.4804, recall: 0.9411, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.4155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9396, kappa: 0.9019, kb_relative_information_score: 2820.2159, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9395, prior_entropy: 1.4804, recall: 0.9395, relative_absolute_error: 0.138, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.3981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9407, kappa: 0.9037, kb_relative_information_score: 2822.0353, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9406, predictive_accuracy: 0.9408, prior_entropy: 1.4804, recall: 0.9408, relative_absolute_error: 0.1321, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.188, root_relative_squared_error: 0.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9426, kappa: 0.9068, kb_relative_information_score: 2835.0124, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9426, predictive_accuracy: 0.9426, prior_entropy: 1.4804, recall: 0.9426, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1784, root_relative_squared_error: 0.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9379, kappa: 0.899, kb_relative_information_score: 2828.642, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9385, predictive_accuracy: 0.9376, prior_entropy: 1.4804, recall: 0.9376, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9437, kappa: 0.9085, kb_relative_information_score: 2842.6852, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9439, predictive_accuracy: 0.9436, prior_entropy: 1.4804, recall: 0.9436, relative_absolute_error: 0.1286, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.9375, kappa: 0.8985, kb_relative_information_score: 2815.0204, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9379, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.3999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.9263, kappa: 0.8804, kb_relative_information_score: 2833.618, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.927, predictive_accuracy: 0.926, prior_entropy: 1.4804, recall: 0.926, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.208, root_relative_squared_error: 0.4593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9375, kappa: 0.8985, kb_relative_information_score: 2815.0447, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9379, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.3995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.939, kappa: 0.9009, kb_relative_information_score: 2810.1933, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9391, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.141, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.3983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.941, kappa: 0.9043, kb_relative_information_score: 2800.8243, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9416, predictive_accuracy: 0.9408, prior_entropy: 1.4804, recall: 0.9408, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9356, kappa: 0.8953, kb_relative_information_score: 2819.0729, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9359, predictive_accuracy: 0.9354, prior_entropy: 1.4804, recall: 0.9354, relative_absolute_error: 0.1322, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.189, root_relative_squared_error: 0.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9408, kappa: 0.9038, kb_relative_information_score: 2823.505, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9409, predictive_accuracy: 0.9408, prior_entropy: 1.4804, recall: 0.9408, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.4081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9383, kappa: 0.8999, kb_relative_information_score: 2816.919, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9385, predictive_accuracy: 0.9382, prior_entropy: 1.4804, recall: 0.9382, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.179, root_relative_squared_error: 0.3952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9432, kappa: 0.9079, kb_relative_information_score: 2847.4614, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9433, predictive_accuracy: 0.9433, prior_entropy: 1.4804, recall: 0.9433, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.3845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.9446, kappa: 0.9099, kb_relative_information_score: 2850.5798, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9447, predictive_accuracy: 0.9445, prior_entropy: 1.4804, recall: 0.9445, relative_absolute_error: 0.1222, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.4018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9431, kappa: 0.9075, kb_relative_information_score: 2838.3172, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9433, predictive_accuracy: 0.9429, prior_entropy: 1.4804, recall: 0.9429, relative_absolute_error: 0.1304, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.3877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.933, kappa: 0.8913, kb_relative_information_score: 2812.8806, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9334, predictive_accuracy: 0.9329, prior_entropy: 1.4804, recall: 0.9329, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.4341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.9368, kappa: 0.8973, kb_relative_information_score: 2833.4869, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9369, predictive_accuracy: 0.9367, prior_entropy: 1.4804, recall: 0.9367, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.192, root_relative_squared_error: 0.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9392, kappa: 0.9011, kb_relative_information_score: 2830.5578, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9399, predictive_accuracy: 0.9389, prior_entropy: 1.4804, recall: 0.9389, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.179, root_relative_squared_error: 0.3954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.935, kappa: 0.8942, kb_relative_information_score: 2823.2056, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9353, predictive_accuracy: 0.9348, prior_entropy: 1.4804, recall: 0.9348, relative_absolute_error: 0.1314, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9401, kappa: 0.9028, kb_relative_information_score: 2835.4134, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9402, predictive_accuracy: 0.9401, prior_entropy: 1.4804, recall: 0.9401, relative_absolute_error: 0.1306, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9471, kappa: 0.9141, kb_relative_information_score: 2852.7592, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9472, predictive_accuracy: 0.947, prior_entropy: 1.4804, recall: 0.947, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.178, root_relative_squared_error: 0.3931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9423, kappa: 0.9063, kb_relative_information_score: 2825.6854, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9423, predictive_accuracy: 0.9423, prior_entropy: 1.4804, recall: 0.9423, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.4021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9257, kappa: 0.8795, kb_relative_information_score: 2826.2381, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9266, predictive_accuracy: 0.9254, prior_entropy: 1.4804, recall: 0.9254, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9378, kappa: 0.899, kb_relative_information_score: 2842.0577, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9383, predictive_accuracy: 0.9376, prior_entropy: 1.4804, recall: 0.9376, relative_absolute_error: 0.1209, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.4192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9376, kappa: 0.8984, kb_relative_information_score: 2827.7771, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9381, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9383, kappa: 0.8998, kb_relative_information_score: 2859.9885, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9384, predictive_accuracy: 0.9382, prior_entropy: 1.4804, recall: 0.9382, relative_absolute_error: 0.1151, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1888, root_relative_squared_error: 0.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9375, kappa: 0.8982, kb_relative_information_score: 2834.517, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9378, predictive_accuracy: 0.9373, prior_entropy: 1.4804, recall: 0.9373, relative_absolute_error: 0.1276, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.4056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9387, kappa: 0.9003, kb_relative_information_score: 2826.2446, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4101, number_of_instances: 3190, precision: 0.9389, predictive_accuracy: 0.9386, prior_entropy: 1.4804, recall: 0.9386, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.4528, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.3949,

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