Task
Supervised Classification on volcanoes-e3

Supervised Classification on volcanoes-e3

Task 9917 Supervised Classification volcanoes-e3 73 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7771, f_measure: 0.8761, kb_relative_information_score: -2182.2511, mean_absolute_error: 0.1056, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 1.6434, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1835, root_relative_squared_error: 1.0316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7327, f_measure: 0.8792, kappa: 0.0598, kb_relative_information_score: 62.8931, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8487, predictive_accuracy: 0.9146, prior_entropy: 0.5778, recall: 0.9146, relative_absolute_error: 0.8031, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5415, f_measure: 0.8761, kb_relative_information_score: 6.3053, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.9871, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.9975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5116, f_measure: 0.8785, kappa: 0.0432, kb_relative_information_score: 20.2047, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8594, predictive_accuracy: 0.9139, prior_entropy: 0.5778, recall: 0.9139, relative_absolute_error: 0.9578, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1784, root_relative_squared_error: 1.0028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, f_measure: 0.8761, kb_relative_information_score: -8.6751, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 1.0017, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1779, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, f_measure: 0.8804, kappa: 0.0899, kb_relative_information_score: -637.8427, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8574, predictive_accuracy: 0.9123, prior_entropy: 0.5778, recall: 0.9123, relative_absolute_error: 1.257, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1845, root_relative_squared_error: 1.0374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, f_measure: 0.8865, kappa: 0.1837, kb_relative_information_score: 203.3333, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8734, predictive_accuracy: 0.906, prior_entropy: 0.5778, recall: 0.906, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1891, root_relative_squared_error: 1.0633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.8827, kappa: 0.178, kb_relative_information_score: -1807.2712, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8652, predictive_accuracy: 0.9037, prior_entropy: 0.5778, recall: 0.9037, relative_absolute_error: 1.5233, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1876, root_relative_squared_error: 1.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.8835, kappa: 0.0945, kb_relative_information_score: -61.9421, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8573, predictive_accuracy: 0.9178, prior_entropy: 0.5778, recall: 0.9178, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1691, root_relative_squared_error: 0.9509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.8761, kb_relative_information_score: -44.5654, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.9431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, f_measure: 0.8786, kappa: 0.0932, kb_relative_information_score: -154.9343, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8552, predictive_accuracy: 0.9076, prior_entropy: 0.5778, recall: 0.9076, relative_absolute_error: 0.8042, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.175, root_relative_squared_error: 0.9841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.8808, kappa: 0.1744, kb_relative_information_score: -20.9044, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.861, predictive_accuracy: 0.9021, prior_entropy: 0.5778, recall: 0.9021, relative_absolute_error: 0.8679, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4973, f_measure: 0.8761, kb_relative_information_score: -5161.7489, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 3.833, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.3252, root_relative_squared_error: 1.8281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.8808, kappa: 0.1744, kb_relative_information_score: -20.9044, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.861, predictive_accuracy: 0.9021, prior_entropy: 0.5778, recall: 0.9021, relative_absolute_error: 0.8679, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.8821, kappa: 0.1245, kb_relative_information_score: -50.2191, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8636, predictive_accuracy: 0.9084, prior_entropy: 0.5778, recall: 0.9084, relative_absolute_error: 0.8056, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.9606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.8761, kb_relative_information_score: -11.9411, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.928, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.9538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4885, f_measure: 0.8761, kb_relative_information_score: -8.6751, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 1.0017, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1779, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7582, f_measure: 0.8804, kappa: 0.0899, kb_relative_information_score: -244.1319, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8574, predictive_accuracy: 0.9123, prior_entropy: 0.5778, recall: 0.9123, relative_absolute_error: 0.802, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.9965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6861, f_measure: 0.8804, kappa: 0.113, kb_relative_information_score: -346.1175, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8531, predictive_accuracy: 0.9107, prior_entropy: 0.5778, recall: 0.9107, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1845, root_relative_squared_error: 1.0374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6861, f_measure: 0.8804, kappa: 0.113, kb_relative_information_score: -346.1175, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8531, predictive_accuracy: 0.9107, prior_entropy: 0.5778, recall: 0.9107, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1845, root_relative_squared_error: 1.0374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.8819, kappa: 0.1203, kb_relative_information_score: -40.1305, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8572, predictive_accuracy: 0.9115, prior_entropy: 0.5778, recall: 0.9115, relative_absolute_error: 0.8374, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8827, kappa: 0.178, kb_relative_information_score: -1.0236, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8652, predictive_accuracy: 0.9037, prior_entropy: 0.5778, recall: 0.9037, relative_absolute_error: 0.8511, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: -5163.2793, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 3.8319, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.326, root_relative_squared_error: 1.8328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, f_measure: 0.8761, kb_relative_information_score: -1982.1578, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 1.5685, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1806, root_relative_squared_error: 1.0153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.8761, kb_relative_information_score: -5165.0099, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 3.8324, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.326, root_relative_squared_error: 1.8331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8827, kappa: 0.178, kb_relative_information_score: -1.1135, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8652, predictive_accuracy: 0.9037, prior_entropy: 0.5778, recall: 0.9037, relative_absolute_error: 0.8512, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.9594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, f_measure: 0.8889, kappa: 0.1718, kb_relative_information_score: -106.5685, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8773, predictive_accuracy: 0.9139, prior_entropy: 0.5778, recall: 0.9139, relative_absolute_error: 0.8204, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: -5163.2793, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 3.8319, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.326, root_relative_squared_error: 1.8328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.8842, kappa: 0.1897, kb_relative_information_score: -11.748, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8658, predictive_accuracy: 0.906, prior_entropy: 0.5778, recall: 0.906, relative_absolute_error: 0.8522, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7853, f_measure: 0.8772, kappa: 0.0241, kb_relative_information_score: -192.4555, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8414, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.9677, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.9575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.8819, kappa: 0.1203, kb_relative_information_score: -40.1305, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8572, predictive_accuracy: 0.9115, prior_entropy: 0.5778, recall: 0.9115, relative_absolute_error: 0.8374, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5033, f_measure: 0.8761, kb_relative_information_score: 1.7007, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.9668, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1781, root_relative_squared_error: 1.0011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.8841, kappa: 0.1321, kb_relative_information_score: -134.7816, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8731, predictive_accuracy: 0.9115, prior_entropy: 0.5778, recall: 0.9115, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6236, f_measure: 0.8674, kappa: 0.1707, kb_relative_information_score: -115.4834, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8689, predictive_accuracy: 0.8661, prior_entropy: 0.5778, recall: 0.8661, relative_absolute_error: 0.8334, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.2314, root_relative_squared_error: 1.3012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5832, f_measure: 0.884, kappa: 0.1727, kb_relative_information_score: 185.7156, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8687, predictive_accuracy: 0.9037, prior_entropy: 0.5778, recall: 0.9037, relative_absolute_error: 0.5995, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1963, root_relative_squared_error: 1.1036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5605, f_measure: 0.8796, kappa: 0.1091, kb_relative_information_score: 205.1156, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8551, predictive_accuracy: 0.9092, prior_entropy: 0.5778, recall: 0.9092, relative_absolute_error: 0.5654, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1906, root_relative_squared_error: 1.0717, usercpu_time_millis: 37.871, usercpu_time_millis_testing: 0.478, usercpu_time_millis_training: 37.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.8754, kappa: -0.0023, kb_relative_information_score: 243.9197, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8393, predictive_accuracy: 0.9146, prior_entropy: 0.5778, recall: 0.9146, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1848, root_relative_squared_error: 1.0389, usercpu_time_millis: 2.354, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 2.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 1.535, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5557, f_measure: 0.8806, kappa: 0.1245, kb_relative_information_score: 214.2129, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.856, predictive_accuracy: 0.9084, prior_entropy: 0.5778, recall: 0.9084, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1914, root_relative_squared_error: 1.0763, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.582, f_measure: 0.8828, kappa: 0.1677, kb_relative_information_score: 166.7117, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.868, predictive_accuracy: 0.9013, prior_entropy: 0.5778, recall: 0.9013, relative_absolute_error: 0.6141, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1987, root_relative_squared_error: 1.117, usercpu_time_millis: 375.523, usercpu_time_millis_testing: 4.983, usercpu_time_millis_training: 370.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, f_measure: 0.8878, kappa: 0.1833, kb_relative_information_score: 234.5282, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8743, predictive_accuracy: 0.9099, prior_entropy: 0.5778, recall: 0.9099, relative_absolute_error: 0.5605, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1898, root_relative_squared_error: 1.0671, usercpu_time_millis: 67.192, usercpu_time_millis_testing: 8.512, usercpu_time_millis_training: 58.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 7.618, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 7.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5679, f_measure: 0.8892, kappa: 0.1701, kb_relative_information_score: 279.368, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8779, predictive_accuracy: 0.9154, prior_entropy: 0.5778, recall: 0.9154, relative_absolute_error: 0.5264, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1839, root_relative_squared_error: 1.0341, usercpu_time_millis: 8.386, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 7.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5667, f_measure: 0.8877, kappa: 0.164, kb_relative_information_score: 257.8732, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8735, predictive_accuracy: 0.9131, prior_entropy: 0.5778, recall: 0.9131, relative_absolute_error: 0.541, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1865, root_relative_squared_error: 1.0484, usercpu_time_millis: 7.719, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 7.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.557, f_measure: 0.8826, kappa: 0.1243, kb_relative_information_score: 228.7324, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8628, predictive_accuracy: 0.9107, prior_entropy: 0.5778, recall: 0.9107, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.189, root_relative_squared_error: 1.0624, usercpu_time_millis: 2.076, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 1.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6186, f_measure: 0.8863, kappa: 0.2027, kb_relative_information_score: 190.0431, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8702, predictive_accuracy: 0.906, prior_entropy: 0.5778, recall: 0.906, relative_absolute_error: 0.5849, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1939, root_relative_squared_error: 1.09, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5423, f_measure: 0.8825, kappa: 0.1103, kb_relative_information_score: 269.5442, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8532, predictive_accuracy: 0.9154, prior_entropy: 0.5778, recall: 0.9154, relative_absolute_error: 0.5264, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1839, root_relative_squared_error: 1.0341, usercpu_time_millis: 1.53, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 0.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 0.473, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 35.456, usercpu_time_millis_testing: 1.996, usercpu_time_millis_training: 33.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 0.485, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6096, f_measure: 0.8836, kappa: 0.1816, kb_relative_information_score: 182.5255, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8655, predictive_accuracy: 0.9052, prior_entropy: 0.5778, recall: 0.9052, relative_absolute_error: 0.5898, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1947, root_relative_squared_error: 1.0946, usercpu_time_millis: 0.861, usercpu_time_millis_testing: 0.743, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5279, f_measure: 0.8776, kappa: 0.0546, kb_relative_information_score: 226.5962, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8483, predictive_accuracy: 0.9123, prior_entropy: 0.5778, recall: 0.9123, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1873, root_relative_squared_error: 1.0531, usercpu_time_millis: 1.625, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5996, f_measure: 0.8891, kappa: 0.2045, kb_relative_information_score: 233.4051, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8734, predictive_accuracy: 0.9107, prior_entropy: 0.5778, recall: 0.9107, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.189, root_relative_squared_error: 1.0624, usercpu_time_millis: 4.607, usercpu_time_millis_testing: 0.116, usercpu_time_millis_training: 4.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5206, f_measure: 0.8787, kappa: 0.0529, kb_relative_information_score: 251.6357, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8472, predictive_accuracy: 0.9146, prior_entropy: 0.5778, recall: 0.9146, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1848, root_relative_squared_error: 1.0389, usercpu_time_millis: 108.8, usercpu_time_millis_testing: 13.559, usercpu_time_millis_training: 95.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5085, f_measure: 0.8769, kappa: 0.0161, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8408, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.009, usercpu_time_millis_training: 0.257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6101, f_measure: 0.882, kappa: 0.1849, kb_relative_information_score: 193.5287, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8594, predictive_accuracy: 0.906, prior_entropy: 0.5778, recall: 0.906, relative_absolute_error: 0.5849, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1939, root_relative_squared_error: 1.09, usercpu_time_millis: 0.173, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5171, f_measure: 0.8786, kappa: 0.0403, kb_relative_information_score: 260.1338, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8514, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 1.578, usercpu_time_millis_testing: 0.224, usercpu_time_millis_training: 1.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, f_measure: 0.8848, kappa: 0.1681, kb_relative_information_score: 203.6656, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8701, predictive_accuracy: 0.906, prior_entropy: 0.5778, recall: 0.906, relative_absolute_error: 0.5849, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1939, root_relative_squared_error: 1.09, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5171, f_measure: 0.8792, kappa: 0.048, kb_relative_information_score: 264.305, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8474, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 2.76, usercpu_time_millis_testing: 0.645, usercpu_time_millis_training: 2.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5574, f_measure: 0.8819, kappa: 0.1203, kb_relative_information_score: 233.3867, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8572, predictive_accuracy: 0.9115, prior_entropy: 0.5778, recall: 0.9115, relative_absolute_error: 0.5508, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1881, root_relative_squared_error: 1.0578, usercpu_time_millis: 2.419, usercpu_time_millis_testing: 0.857, usercpu_time_millis_training: 1.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6382, f_measure: 0.876, kappa: 0.2063, kb_relative_information_score: -17.1033, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8742, predictive_accuracy: 0.8778, prior_entropy: 0.5778, recall: 0.8778, relative_absolute_error: 0.7603, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.2211, root_relative_squared_error: 1.2428, usercpu_time_millis: 2.867, usercpu_time_millis_testing: 0.705, usercpu_time_millis_training: 2.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5278, f_measure: 0.8776, kappa: 0.0538, kb_relative_information_score: 226.5962, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8469, predictive_accuracy: 0.9123, prior_entropy: 0.5778, recall: 0.9123, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1873, root_relative_squared_error: 1.0531, usercpu_time_millis: 2.055, usercpu_time_millis_testing: 0.621, usercpu_time_millis_training: 1.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 3.14, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 3.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5551, f_measure: 0.8872, kappa: 0.1469, kb_relative_information_score: 275.1968, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8738, predictive_accuracy: 0.9154, prior_entropy: 0.5778, recall: 0.9154, relative_absolute_error: 0.5264, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1839, root_relative_squared_error: 1.0341, usercpu_time_millis: 3.186, usercpu_time_millis_testing: 0.551, usercpu_time_millis_training: 2.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5279, f_measure: 0.8774, kappa: 0.0563, kb_relative_information_score: 228.7738, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8458, predictive_accuracy: 0.9123, prior_entropy: 0.5778, recall: 0.9123, relative_absolute_error: 0.5459, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1873, root_relative_squared_error: 1.0531, usercpu_time_millis: 0.753, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 2.664, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 2.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 0.557, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8761, kb_relative_information_score: 256.589, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8394, predictive_accuracy: 0.9162, prior_entropy: 0.5778, recall: 0.9162, relative_absolute_error: 0.5215, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1831, root_relative_squared_error: 1.0293, usercpu_time_millis: 2.756, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 2.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.8819, kappa: 0.1203, kb_relative_information_score: -40.1305, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.0643, number_of_instances: 1277, precision: 0.8572, predictive_accuracy: 0.9115, prior_entropy: 0.5778, recall: 0.9115, relative_absolute_error: 0.8374, root_mean_prior_squared_error: 0.1779, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.9749,

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