Task
Supervised Classification on semeion

Supervised Classification on semeion

Task 9964 Supervised Classification semeion 20292 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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20292 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.6038, kappa: 0.5556, kb_relative_information_score: 926.6087, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.6227, predictive_accuracy: 0.6001, prior_entropy: 3.3218, recall: 0.6001, relative_absolute_error: 0.4443, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.9427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 1500.8213, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9459, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.8553, kappa: 0.8368, kb_relative_information_score: 1348.1371, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8637, predictive_accuracy: 0.8531, prior_entropy: 3.3218, recall: 0.8531, relative_absolute_error: 0.1632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.5713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4448, f_measure: 0.0012, kappa: -0.1104, kb_relative_information_score: -70.8274, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.0011, predictive_accuracy: 0.0013, prior_entropy: 3.3218, recall: 0.0013, relative_absolute_error: 1.1097, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.4898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.34, kappa: 0.2675, kb_relative_information_score: 494.1391, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3675, predictive_accuracy: 0.3409, prior_entropy: 3.3218, recall: 0.3409, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3631, root_relative_squared_error: 1.2103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6479, f_measure: 0.3656, kappa: 0.2959, kb_relative_information_score: 537.4162, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.395, predictive_accuracy: 0.3666, prior_entropy: 3.3218, recall: 0.3666, relative_absolute_error: 0.7038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3559, root_relative_squared_error: 1.1864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8764, kappa: 0.8612, kb_relative_information_score: 1384.7397, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8815, predictive_accuracy: 0.8751, prior_entropy: 3.3218, recall: 0.8751, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.5269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6431, f_measure: 0.3582, kappa: 0.2862, kb_relative_information_score: 522.8223, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3814, predictive_accuracy: 0.3578, prior_entropy: 3.3218, recall: 0.3578, relative_absolute_error: 0.7136, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3584, root_relative_squared_error: 1.1946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9549, kappa: 0.9498, kb_relative_information_score: 1517.6438, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9555, predictive_accuracy: 0.9548, prior_entropy: 3.3218, recall: 0.9548, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9562, kappa: 0.9512, kb_relative_information_score: 1519.7199, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9568, predictive_accuracy: 0.9561, prior_entropy: 3.3218, recall: 0.9561, relative_absolute_error: 0.0488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9449, kappa: 0.9386, kb_relative_information_score: 1500.8311, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9459, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5318, kappa: 0.0637, kb_relative_information_score: 190.2653, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1588, prior_entropy: 3.3218, recall: 0.1588, relative_absolute_error: 0.9347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4102, root_relative_squared_error: 1.3672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9486, kappa: 0.9428, kb_relative_information_score: 1507.1102, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9494, predictive_accuracy: 0.9485, prior_entropy: 3.3218, recall: 0.9485, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9555, kappa: 0.9505, kb_relative_information_score: 1518.6457, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9562, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8198, kappa: 0.7984, kb_relative_information_score: 1290.4289, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.828, predictive_accuracy: 0.8186, prior_entropy: 3.3218, recall: 0.8186, relative_absolute_error: 0.2016, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.6349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9556, kappa: 0.9505, kb_relative_information_score: 1518.6636, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9561, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6661, f_measure: 0.3993, kappa: 0.3323, kb_relative_information_score: 591.826, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4219, predictive_accuracy: 0.3992, prior_entropy: 3.3218, recall: 0.3992, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3466, root_relative_squared_error: 1.1554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, kappa: 0.1168, kb_relative_information_score: 269.4385, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2065, prior_entropy: 3.3218, recall: 0.2065, relative_absolute_error: 0.8816, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3984, root_relative_squared_error: 1.3279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.8336, kappa: 0.8144, kb_relative_information_score: 1314.4668, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8373, predictive_accuracy: 0.833, prior_entropy: 3.3218, recall: 0.833, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.6092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, f_measure: 0.7163, kappa: 0.6826, kb_relative_information_score: 1116.8842, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7254, predictive_accuracy: 0.7144, prior_entropy: 3.3218, recall: 0.7144, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.239, root_relative_squared_error: 0.7967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.3543, kappa: 0.282, kb_relative_information_score: 516.5188, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.373, predictive_accuracy: 0.354, prior_entropy: 3.3218, recall: 0.354, relative_absolute_error: 0.7177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3594, root_relative_squared_error: 1.1981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5728, kappa: 0.1456, kb_relative_information_score: 312.331, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2323, prior_entropy: 3.3218, recall: 0.2323, relative_absolute_error: 0.8531, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3919, root_relative_squared_error: 1.3062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9362, kappa: 0.9289, kb_relative_information_score: 1486.1499, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9372, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.9106, kappa: 0.8996, kb_relative_information_score: 1442.2168, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9145, predictive_accuracy: 0.9096, prior_entropy: 3.3218, recall: 0.9096, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1345, root_relative_squared_error: 0.4482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4441, kappa: -0.1119, kb_relative_information_score: -72.9061, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.18, number_of_instances: 1593, prior_entropy: 3.3218, relative_absolute_error: 1.1111, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.4907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7113, kappa: 0.6777, kb_relative_information_score: 1109.5447, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7205, predictive_accuracy: 0.71, prior_entropy: 3.3218, recall: 0.71, relative_absolute_error: 0.3222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.8028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1528.087, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9616, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9401, kappa: 0.933, kb_relative_information_score: 1492.5124, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9418, predictive_accuracy: 0.9397, prior_entropy: 3.3218, recall: 0.9397, relative_absolute_error: 0.067, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6466, f_measure: 0.3634, kappa: 0.2932, kb_relative_information_score: 533.2182, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3914, predictive_accuracy: 0.3641, prior_entropy: 3.3218, recall: 0.3641, relative_absolute_error: 0.7066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3566, root_relative_squared_error: 1.1888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.9224, kappa: 0.9128, kb_relative_information_score: 1462.1304, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9257, predictive_accuracy: 0.9215, prior_entropy: 3.3218, recall: 0.9215, relative_absolute_error: 0.0872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.4176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5315, kappa: 0.063, kb_relative_information_score: 189.2236, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1582, prior_entropy: 3.3218, recall: 0.1582, relative_absolute_error: 0.9354, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4103, root_relative_squared_error: 1.3677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9443, kappa: 0.9379, kb_relative_information_score: 1499.777, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9451, predictive_accuracy: 0.9441, prior_entropy: 3.3218, recall: 0.9441, relative_absolute_error: 0.0621, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.3524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4474, f_measure: 0.0046, kappa: -0.1051, kb_relative_information_score: -63.5378, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.0039, predictive_accuracy: 0.0056, prior_entropy: 3.3218, recall: 0.0056, relative_absolute_error: 1.1049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4459, root_relative_squared_error: 1.4865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9493, kappa: 0.9435, kb_relative_information_score: 1508.1829, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9501, predictive_accuracy: 0.9492, prior_entropy: 3.3218, recall: 0.9492, relative_absolute_error: 0.0565, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.3361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9557, kappa: 0.9505, kb_relative_information_score: 1518.6772, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9577, predictive_accuracy: 0.9554, prior_entropy: 3.3218, recall: 0.9554, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.7229, kappa: 0.6875, kb_relative_information_score: 1124.3168, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7388, predictive_accuracy: 0.7188, prior_entropy: 3.3218, recall: 0.7188, relative_absolute_error: 0.3125, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.7905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6437, f_measure: 0.3595, kappa: 0.2876, kb_relative_information_score: 524.9012, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3867, predictive_accuracy: 0.3591, prior_entropy: 3.3218, recall: 0.3591, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.358, root_relative_squared_error: 1.1934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9418, kappa: 0.9351, kb_relative_information_score: 1495.581, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9427, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9418, kappa: 0.9351, kb_relative_information_score: 1495.652, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.943, predictive_accuracy: 0.9416, prior_entropy: 3.3218, recall: 0.9416, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.3602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1527.0379, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9608, predictive_accuracy: 0.9605, prior_entropy: 3.3218, recall: 0.9605, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9543, kappa: 0.9491, kb_relative_information_score: 1516.5875, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9549, predictive_accuracy: 0.9542, prior_entropy: 3.3218, recall: 0.9542, relative_absolute_error: 0.0509, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.3191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9611, kappa: 0.9568, kb_relative_information_score: 1528.072, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9617, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9514, kappa: 0.9456, kb_relative_information_score: 1511.344, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9539, predictive_accuracy: 0.951, prior_entropy: 3.3218, recall: 0.951, relative_absolute_error: 0.0544, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.099, root_relative_squared_error: 0.3299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1525.9892, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9605, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9599, kappa: 0.9554, kb_relative_information_score: 1525.9914, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9602, predictive_accuracy: 0.9598, prior_entropy: 3.3218, recall: 0.9598, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.2988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5437, kappa: 0.0875, kb_relative_information_score: 225.7941, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1802, prior_entropy: 3.3218, recall: 0.1802, relative_absolute_error: 0.9109, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4049, root_relative_squared_error: 1.3498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8788, kappa: 0.8521, kb_relative_information_score: 1370.8718, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9245, predictive_accuracy: 0.8669, prior_entropy: 3.3218, recall: 0.8669, relative_absolute_error: 0.1479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.5438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6392, f_measure: 0.3508, kappa: 0.2785, kb_relative_information_score: 511.1323, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3781, predictive_accuracy: 0.3509, prior_entropy: 3.3218, recall: 0.3509, relative_absolute_error: 0.7212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3603, root_relative_squared_error: 1.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9624, kappa: 0.9581, kb_relative_information_score: 1530.2186, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9629, predictive_accuracy: 0.9623, prior_entropy: 3.3218, recall: 0.9623, relative_absolute_error: 0.0419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8859, f_measure: 0.7976, kappa: 0.7719, kb_relative_information_score: 1250.3885, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8197, predictive_accuracy: 0.7947, prior_entropy: 3.3218, recall: 0.7947, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.6754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6333, f_measure: 0.3389, kappa: 0.2667, kb_relative_information_score: 493.5389, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3619, predictive_accuracy: 0.3402, prior_entropy: 3.3218, recall: 0.3402, relative_absolute_error: 0.7331, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3633, root_relative_squared_error: 1.2109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 1486.1499, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.937, predictive_accuracy: 0.936, prior_entropy: 3.3218, recall: 0.936, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9412, kappa: 0.9344, kb_relative_information_score: 1494.5321, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9421, predictive_accuracy: 0.941, prior_entropy: 3.3218, recall: 0.941, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.3621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9319, kappa: 0.924, kb_relative_information_score: 1478.8975, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9337, predictive_accuracy: 0.9316, prior_entropy: 3.3218, recall: 0.9316, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.117, root_relative_squared_error: 0.3899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9437, kappa: 0.9372, kb_relative_information_score: 1498.716, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9447, predictive_accuracy: 0.9435, prior_entropy: 3.3218, recall: 0.9435, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.3543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.9326, kappa: 0.9247, kb_relative_information_score: 1479.9392, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9345, predictive_accuracy: 0.9322, prior_entropy: 3.3218, recall: 0.9322, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.3882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.896, kappa: 0.8835, kb_relative_information_score: 1418.3003, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8997, predictive_accuracy: 0.8952, prior_entropy: 3.3218, recall: 0.8952, relative_absolute_error: 0.1165, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.4827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5224, kappa: 0.0448, kb_relative_information_score: 162.1531, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1419, prior_entropy: 3.3218, recall: 0.1419, relative_absolute_error: 0.9535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4143, root_relative_squared_error: 1.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.8066, kappa: 0.7817, kb_relative_information_score: 1265.3535, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8248, predictive_accuracy: 0.8035, prior_entropy: 3.3218, recall: 0.8035, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.6608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6319, f_measure: 0.3359, kappa: 0.2639, kb_relative_information_score: 489.2309, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3571, predictive_accuracy: 0.3377, prior_entropy: 3.3218, recall: 0.3377, relative_absolute_error: 0.7359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3639, root_relative_squared_error: 1.2132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.888, kappa: 0.8744, kb_relative_information_score: 1404.7045, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.892, predictive_accuracy: 0.887, prior_entropy: 3.3218, recall: 0.887, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.5011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, kappa: 0.0616, kb_relative_information_score: 187.1425, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1569, prior_entropy: 3.3218, recall: 0.1569, relative_absolute_error: 0.9368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4106, root_relative_squared_error: 1.3688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.945, kappa: 0.9386, kb_relative_information_score: 1500.8844, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9459, predictive_accuracy: 0.9448, prior_entropy: 3.3218, recall: 0.9448, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.3504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 1522.8593, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9586, predictive_accuracy: 0.9579, prior_entropy: 3.3218, recall: 0.9579, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6961, kappa: 0.3924, kb_relative_information_score: 680.7878, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.4539, prior_entropy: 3.3218, recall: 0.4539, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3305, root_relative_squared_error: 1.1017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1528.082, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9618, predictive_accuracy: 0.9611, prior_entropy: 3.3218, recall: 0.9611, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.938, kappa: 0.9309, kb_relative_information_score: 1489.275, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.939, predictive_accuracy: 0.9379, prior_entropy: 3.3218, recall: 0.9379, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1115, root_relative_squared_error: 0.3716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6413, f_measure: 0.3542, kappa: 0.2827, kb_relative_information_score: 517.4827, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3818, predictive_accuracy: 0.3547, prior_entropy: 3.3218, recall: 0.3547, relative_absolute_error: 0.717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3593, root_relative_squared_error: 1.1975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8647, kappa: 0.8493, kb_relative_information_score: 1366.8519, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8662, predictive_accuracy: 0.8644, prior_entropy: 3.3218, recall: 0.8644, relative_absolute_error: 0.1507, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.5489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5668, kappa: 0.1336, kb_relative_information_score: 294.4399, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.2216, prior_entropy: 3.3218, recall: 0.2216, relative_absolute_error: 0.8649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3946, root_relative_squared_error: 1.3152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.9231, kappa: 0.9142, kb_relative_information_score: 1464.1408, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9249, predictive_accuracy: 0.9228, prior_entropy: 3.3218, recall: 0.9228, relative_absolute_error: 0.0858, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9525, kappa: 0.947, kb_relative_information_score: 1513.4331, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9535, predictive_accuracy: 0.9523, prior_entropy: 3.3218, recall: 0.9523, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0977, root_relative_squared_error: 0.3256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9322, kappa: 0.924, kb_relative_information_score: 1478.8997, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9348, predictive_accuracy: 0.9316, prior_entropy: 3.3218, recall: 0.9316, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.117, root_relative_squared_error: 0.3899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6574, f_measure: 0.3828, kappa: 0.3148, kb_relative_information_score: 565.6389, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.408, predictive_accuracy: 0.3836, prior_entropy: 3.3218, recall: 0.3836, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.1704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9544, kappa: 0.9491, kb_relative_information_score: 1516.6065, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.955, predictive_accuracy: 0.9542, prior_entropy: 3.3218, recall: 0.9542, relative_absolute_error: 0.0509, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.3191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.7614, kappa: 0.7335, kb_relative_information_score: 1193.0739, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.788, predictive_accuracy: 0.7602, prior_entropy: 3.3218, recall: 0.7602, relative_absolute_error: 0.2664, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.219, root_relative_squared_error: 0.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9618, kappa: 0.9575, kb_relative_information_score: 1529.1575, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9625, predictive_accuracy: 0.9617, prior_entropy: 3.3218, recall: 0.9617, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.2917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.9331, kappa: 0.9254, kb_relative_information_score: 1480.8953, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9343, predictive_accuracy: 0.9328, prior_entropy: 3.3218, recall: 0.9328, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1159, root_relative_squared_error: 0.3864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.7818, kappa: 0.7175, kb_relative_information_score: 1168.6398, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9168, predictive_accuracy: 0.7458, prior_entropy: 3.3218, recall: 0.7458, relative_absolute_error: 0.2825, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.7517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.875, kappa: 0.8598, kb_relative_information_score: 1382.7143, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8799, predictive_accuracy: 0.8738, prior_entropy: 3.3218, recall: 0.8738, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.5295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.7715, kappa: 0.7447, kb_relative_information_score: 1209.9287, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7781, predictive_accuracy: 0.7702, prior_entropy: 3.3218, recall: 0.7702, relative_absolute_error: 0.2553, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2144, root_relative_squared_error: 0.7145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, kappa: 0.0239, kb_relative_information_score: 130.9804, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.123, prior_entropy: 3.3218, recall: 0.123, relative_absolute_error: 0.9744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4188, root_relative_squared_error: 1.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6288, f_measure: 0.3296, kappa: 0.2576, kb_relative_information_score: 479.8511, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3516, predictive_accuracy: 0.3321, prior_entropy: 3.3218, recall: 0.3321, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3655, root_relative_squared_error: 1.2183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5318, kappa: 0.0637, kb_relative_information_score: 190.2653, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1588, prior_entropy: 3.3218, recall: 0.1588, relative_absolute_error: 0.9347, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4102, root_relative_squared_error: 1.3672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9217, kappa: 0.9121, kb_relative_information_score: 1461.1349, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9249, predictive_accuracy: 0.9209, prior_entropy: 3.3218, recall: 0.9209, relative_absolute_error: 0.0879, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.4193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0006, kb_relative_information_score: 94.5052, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1011, prior_entropy: 3.3218, recall: 0.1011, relative_absolute_error: 0.9988, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.424, root_relative_squared_error: 1.4134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.952, kappa: 0.9463, kb_relative_information_score: 1512.3905, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9544, predictive_accuracy: 0.9517, prior_entropy: 3.3218, recall: 0.9517, relative_absolute_error: 0.0537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.3277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.7212, kappa: 0.6609, kb_relative_information_score: 1083.6756, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8763, predictive_accuracy: 0.6949, prior_entropy: 3.3218, recall: 0.6949, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.247, root_relative_squared_error: 0.8234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0471, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9359, predictive_accuracy: 0.9347, prior_entropy: 3.3218, recall: 0.9347, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5032, kappa: 0.0064, kb_relative_information_score: 104.9421, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1073, prior_entropy: 3.3218, recall: 0.1073, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4225, root_relative_squared_error: 1.4084,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs