OpenML
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: 0.4997, 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: 0.946, f_measure: 0.9086, kappa: 0.8919, kb_relative_information_score: 1430.5845, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9327, predictive_accuracy: 0.9027, prior_entropy: 3.3218, recall: 0.9027, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.465,
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: 0.6424, f_measure: 0.3564, kappa: 0.2848, kb_relative_information_score: 520.7634, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3798, predictive_accuracy: 0.3566, prior_entropy: 3.3218, recall: 0.3566, relative_absolute_error: 0.7149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3587, root_relative_squared_error: 1.1958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9246, kappa: 0.9156, kb_relative_information_score: 1466.3725, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9271, predictive_accuracy: 0.924, prior_entropy: 3.3218, recall: 0.924, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.4108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6598, f_measure: 0.3873, kappa: 0.3197, kb_relative_information_score: 572.9808, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.41, predictive_accuracy: 0.3879, prior_entropy: 3.3218, recall: 0.3879, relative_absolute_error: 0.6801, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3499, root_relative_squared_error: 1.1663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9343, kappa: 0.9268, kb_relative_information_score: 1482.9908, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9353, predictive_accuracy: 0.9341, prior_entropy: 3.3218, recall: 0.9341, relative_absolute_error: 0.0732, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9443, kappa: 0.9379, kb_relative_information_score: 1499.8333, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9454, 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: 0.6714, f_measure: 0.4088, kappa: 0.3428, kb_relative_information_score: 607.4501, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4337, predictive_accuracy: 0.4087, prior_entropy: 3.3218, recall: 0.4087, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3439, root_relative_squared_error: 1.1463,
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: 0.6392, f_measure: 0.3523, kappa: 0.2785, kb_relative_information_score: 511.2858, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3759, 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: 0.9707, f_measure: 0.9475, kappa: 0.9414, kb_relative_information_score: 1505.0586, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9484, predictive_accuracy: 0.9473, prior_entropy: 3.3218, recall: 0.9473, relative_absolute_error: 0.0586, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1027, root_relative_squared_error: 0.3423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.535, kappa: 0.07, kb_relative_information_score: 199.6432, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1645, prior_entropy: 3.3218, recall: 0.1645, relative_absolute_error: 0.9284, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4088, root_relative_squared_error: 1.3626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.8894, kappa: 0.8654, kb_relative_information_score: 1390.8224, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9275, predictive_accuracy: 0.8788, prior_entropy: 3.3218, recall: 0.8788, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.5189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8322, kappa: 0.811, kb_relative_information_score: 1309.3813, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8434, predictive_accuracy: 0.8299, prior_entropy: 3.3218, recall: 0.8299, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.6149,
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: 0.9662, f_measure: 0.9393, kappa: 0.9323, kb_relative_information_score: 1491.3828, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9401, predictive_accuracy: 0.9391, prior_entropy: 3.3218, recall: 0.9391, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1104, root_relative_squared_error: 0.3679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9544, kappa: 0.9491, kb_relative_information_score: 1516.5866, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9566, 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: 0.9749, f_measure: 0.9551, kappa: 0.9498, kb_relative_information_score: 1517.6283, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9572, 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: 0.5318, 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: 0.9644, f_measure: 0.9363, kappa: 0.9289, kb_relative_information_score: 1486.233, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.938, 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: 0.4448, f_measure: 0.0011, 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: 0.7645, f_measure: 0.5814, kappa: 0.5291, kb_relative_information_score: 886.7113, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.6068, predictive_accuracy: 0.5763, prior_entropy: 3.3218, recall: 0.5763, relative_absolute_error: 0.4708, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.9704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9468, kappa: 0.9407, kb_relative_information_score: 1503.9754, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9474, predictive_accuracy: 0.9466, prior_entropy: 3.3218, recall: 0.9466, relative_absolute_error: 0.0593, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.3443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6326, f_measure: 0.341, kappa: 0.2652, kb_relative_information_score: 491.2902, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3729, predictive_accuracy: 0.339, prior_entropy: 3.3218, recall: 0.339, relative_absolute_error: 0.7345, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3636, root_relative_squared_error: 1.212,
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: 0.5224, 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: 0.4997, 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: 0.9658, f_measure: 0.9387, kappa: 0.9316, kb_relative_information_score: 1490.341, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9396, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.0684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.3697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9368, kappa: 0.9295, kb_relative_information_score: 1487.2087, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9376, predictive_accuracy: 0.9366, prior_entropy: 3.3218, recall: 0.9366, relative_absolute_error: 0.0704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.3754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6777, f_measure: 0.4601, kappa: 0.3556, kb_relative_information_score: 625.9365, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9139, predictive_accuracy: 0.4206, prior_entropy: 3.3218, recall: 0.4206, relative_absolute_error: 0.6438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3404, root_relative_squared_error: 1.1347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.8415, kappa: 0.8228, kb_relative_information_score: 1327.0653, mean_absolute_error: 0.0319, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8465, predictive_accuracy: 0.8406, prior_entropy: 3.3218, recall: 0.8406, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8396, f_measure: 0.7511, kappa: 0.6791, kb_relative_information_score: 1110.9845, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9163, predictive_accuracy: 0.7112, prior_entropy: 3.3218, recall: 0.7112, relative_absolute_error: 0.3209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.8011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8891, kappa: 0.8751, kb_relative_information_score: 1405.6722, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8933, predictive_accuracy: 0.8876, prior_entropy: 3.3218, recall: 0.8876, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.4997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.9456, kappa: 0.9393, kb_relative_information_score: 1501.863, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9467, predictive_accuracy: 0.9454, prior_entropy: 3.3218, recall: 0.9454, relative_absolute_error: 0.0607, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8867, kappa: 0.8619, kb_relative_information_score: 1385.5848, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9268, predictive_accuracy: 0.8757, prior_entropy: 3.3218, recall: 0.8757, relative_absolute_error: 0.1381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.5256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9443, kappa: 0.9379, kb_relative_information_score: 1499.7869, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9452, 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: 0.9798, f_measure: 0.9636, kappa: 0.9595, kb_relative_information_score: 1532.2875, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9642, predictive_accuracy: 0.9636, prior_entropy: 3.3218, recall: 0.9636, relative_absolute_error: 0.0405, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 1486.1164, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9374, 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: 0.9637, f_measure: 0.9349, kappa: 0.9275, kb_relative_information_score: 1484.0373, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.936, 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: 0.8231, f_measure: 0.6852, kappa: 0.6463, kb_relative_information_score: 1062.4832, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.7007, predictive_accuracy: 0.6817, prior_entropy: 3.3218, recall: 0.6817, relative_absolute_error: 0.3536, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9372, f_measure: 0.8961, kappa: 0.8744, kb_relative_information_score: 1404.3817, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9299, 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: 0.9382, f_measure: 0.8905, kappa: 0.8765, kb_relative_information_score: 1407.7138, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8958, predictive_accuracy: 0.8889, prior_entropy: 3.3218, recall: 0.8889, relative_absolute_error: 0.1235, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.4969,
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: 0.444, kappa: -0.1121, 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: 0.9111, f_measure: 0.8416, kappa: 0.8221, kb_relative_information_score: 1326.1296, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8469, predictive_accuracy: 0.8399, prior_entropy: 3.3218, recall: 0.8399, relative_absolute_error: 0.1779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.5964,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9518, kappa: 0.9463, kb_relative_information_score: 1512.377, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9525, 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,
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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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.8447, kappa: 0.8249, kb_relative_information_score: 1330.2856, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8549, predictive_accuracy: 0.8424, prior_entropy: 3.3218, recall: 0.8424, relative_absolute_error: 0.1751, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.5917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.7829, kappa: 0.7391, kb_relative_information_score: 1201.2106, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8846, predictive_accuracy: 0.7652, prior_entropy: 3.3218, recall: 0.7652, relative_absolute_error: 0.2609, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.7223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6441, f_measure: 0.3593, kappa: 0.2883, kb_relative_information_score: 525.9382, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3842, predictive_accuracy: 0.3597, prior_entropy: 3.3218, recall: 0.3597, relative_absolute_error: 0.7115, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3579, root_relative_squared_error: 1.1929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9543, kappa: 0.9491, kb_relative_information_score: 1516.5729, 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: 0.4882, kappa: -0.0237, kb_relative_information_score: 60.1307, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.0804, prior_entropy: 3.3218, recall: 0.0804, relative_absolute_error: 1.0218, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4289, root_relative_squared_error: 1.4296,
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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: 0.9233, f_measure: 0.8626, kappa: 0.8465, kb_relative_information_score: 1362.7357, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8682, predictive_accuracy: 0.8619, prior_entropy: 3.3218, recall: 0.8619, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1662, root_relative_squared_error: 0.554,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.7553, kappa: 0.6847, kb_relative_information_score: 1119.369, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9155, predictive_accuracy: 0.7163, prior_entropy: 3.3218, recall: 0.7163, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.7941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6378, f_measure: 0.3472, kappa: 0.2757, kb_relative_information_score: 507.0512, mean_absolute_error: 0.1303, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3679, predictive_accuracy: 0.3484, prior_entropy: 3.3218, recall: 0.3484, relative_absolute_error: 0.724, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.361, root_relative_squared_error: 1.2033,
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: 0.4997, 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: 0.9658, f_measure: 0.9388, kappa: 0.9316, kb_relative_information_score: 1490.4193, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9406, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.0684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.3697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.842, f_measure: 0.7546, kappa: 0.684, kb_relative_information_score: 1118.3079, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9154, predictive_accuracy: 0.7156, prior_entropy: 3.3218, recall: 0.7156, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.7949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.358, kappa: 0.2869, kb_relative_information_score: 523.8808, mean_absolute_error: 0.1283, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3785, predictive_accuracy: 0.3584, prior_entropy: 3.3218, recall: 0.3584, relative_absolute_error: 0.7129, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3582, root_relative_squared_error: 1.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9587, kappa: 0.954, kb_relative_information_score: 1523.8986, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9592, predictive_accuracy: 0.9586, prior_entropy: 3.3218, recall: 0.9586, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.091, root_relative_squared_error: 0.3034,
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: 0.9665, f_measure: 0.9399, kappa: 0.933, kb_relative_information_score: 1492.4293, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9408, 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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8889, kappa: 0.8647, kb_relative_information_score: 1389.7807, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9274, predictive_accuracy: 0.8782, prior_entropy: 3.3218, recall: 0.8782, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.5202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.8508, kappa: 0.8082, kb_relative_information_score: 1305.2775, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9157, predictive_accuracy: 0.8274, prior_entropy: 3.3218, recall: 0.8274, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.6194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5311, kappa: 0.0623, kb_relative_information_score: 188.1866, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1576, prior_entropy: 3.3218, recall: 0.1576, relative_absolute_error: 0.9361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4105, root_relative_squared_error: 1.3683,
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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: 0.9576, 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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8866, f_measure: 0.7965, kappa: 0.7733, kb_relative_information_score: 1252.8659, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.8012, predictive_accuracy: 0.796, prior_entropy: 3.3218, recall: 0.796, relative_absolute_error: 0.2267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.202, root_relative_squared_error: 0.6733,
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: 0.9627, 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: 0.4997, 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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.65, f_measure: 0.3725, kappa: 0.3002, kb_relative_information_score: 543.7044, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.3978, predictive_accuracy: 0.3704, prior_entropy: 3.3218, recall: 0.3704, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3549, root_relative_squared_error: 1.1829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6867, f_measure: 0.44, kappa: 0.3735, kb_relative_information_score: 653.4499, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.4915, predictive_accuracy: 0.4363, prior_entropy: 3.3218, recall: 0.4363, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3358, root_relative_squared_error: 1.1193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9612, kappa: 0.9568, kb_relative_information_score: 1528.0844, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9615, 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: 0.9658, f_measure: 0.9386, kappa: 0.9316, kb_relative_information_score: 1490.3338, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9395, predictive_accuracy: 0.9385, prior_entropy: 3.3218, recall: 0.9385, relative_absolute_error: 0.0684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1109, root_relative_squared_error: 0.3697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5046, kappa: 0.0092, kb_relative_information_score: 109.0774, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1099, prior_entropy: 3.3218, recall: 0.1099, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4219, root_relative_squared_error: 1.4065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, kappa: 0.0029, kb_relative_information_score: 99.7382, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1593, predictive_accuracy: 0.1042, prior_entropy: 3.3218, recall: 0.1042, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.4109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9512, kappa: 0.9456, kb_relative_information_score: 1511.3152, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9519, 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: 0.9752, 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: 0.9576, 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: 0.9777, f_measure: 0.96, kappa: 0.9554, kb_relative_information_score: 1526.0007, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 1593, precision: 0.9614, 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,

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