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: 0.9955, f_measure: 0.9246, kappa: 0.9163, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.18, weighted_recall: 0.9247, number_of_instances: 1593, precision: 0.9251, predictive_accuracy: 0.9247, prior_entropy: 3.3218, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.3536, unweighted_recall: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8969, kappa: 0.8856, kb_relative_information_score: 0.9014, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.18, weighted_recall: 0.897, number_of_instances: 1593, precision: 0.8969, predictive_accuracy: 0.897, prior_entropy: 3.3218, relative_absolute_error: 0.1271, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4122, unweighted_recall: 0.8966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.7476, kappa: 0.721, kb_relative_information_score: 0.7399, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, weighted_recall: 0.7489, number_of_instances: 1593, precision: 0.7481, predictive_accuracy: 0.7489, prior_entropy: 3.3218, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.709, unweighted_recall: 0.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.6464, kappa: 0.6093, kb_relative_information_score: 0.6234, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.18, weighted_recall: 0.6485, number_of_instances: 1593, precision: 0.6484, predictive_accuracy: 0.6485, prior_entropy: 3.3218, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.7426, unweighted_recall: 0.6474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9112, f_measure: 0.7003, kappa: 0.67, kb_relative_information_score: 0.6787, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.18, weighted_recall: 0.7031, number_of_instances: 1593, precision: 0.7016, predictive_accuracy: 0.7031, prior_entropy: 3.3218, relative_absolute_error: 0.4113, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.6943, unweighted_recall: 0.7021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.6564, kappa: 0.6177, kb_relative_information_score: 0.6323, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, weighted_recall: 0.656, number_of_instances: 1593, precision: 0.6594, predictive_accuracy: 0.656, prior_entropy: 3.3218, relative_absolute_error: 0.4879, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.7357, unweighted_recall: 0.6553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.6932, kappa: 0.6603, kb_relative_information_score: 0.6993, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.18, weighted_recall: 0.6943, number_of_instances: 1593, precision: 0.6962, predictive_accuracy: 0.6943, prior_entropy: 3.3218, relative_absolute_error: 0.3638, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.7294, unweighted_recall: 0.6933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.7164, kappa: 0.6847, kb_relative_information_score: 0.7064, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.18, weighted_recall: 0.7163, number_of_instances: 1593, precision: 0.7211, predictive_accuracy: 0.7163, prior_entropy: 3.3218, relative_absolute_error: 0.3644, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.204, root_relative_squared_error: 0.6799, unweighted_recall: 0.7155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.6902, kappa: 0.6596, kb_relative_information_score: 0.6723, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.18, weighted_recall: 0.6937, number_of_instances: 1593, precision: 0.6904, predictive_accuracy: 0.6937, prior_entropy: 3.3218, relative_absolute_error: 0.4263, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.6858, unweighted_recall: 0.6925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.6881, kappa: 0.6561, kb_relative_information_score: 0.6646, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.18, weighted_recall: 0.6905, number_of_instances: 1593, precision: 0.6904, predictive_accuracy: 0.6905, prior_entropy: 3.3218, relative_absolute_error: 0.4202, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.214, root_relative_squared_error: 0.7132, unweighted_recall: 0.6893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.668, kappa: 0.6359, kb_relative_information_score: 0.64, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.18, weighted_recall: 0.6723, number_of_instances: 1593, precision: 0.6691, predictive_accuracy: 0.6723, prior_entropy: 3.3218, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.7171, unweighted_recall: 0.6713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9178, f_measure: 0.6685, kappa: 0.6344, kb_relative_information_score: 0.6433, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.18, weighted_recall: 0.6711, number_of_instances: 1593, precision: 0.6728, predictive_accuracy: 0.6711, prior_entropy: 3.3218, relative_absolute_error: 0.4653, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.7172, unweighted_recall: 0.6699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.6717, kappa: 0.6379, kb_relative_information_score: 0.6468, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.18, weighted_recall: 0.6742, number_of_instances: 1593, precision: 0.6758, predictive_accuracy: 0.6742, prior_entropy: 3.3218, relative_absolute_error: 0.4579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2122, root_relative_squared_error: 0.7074, unweighted_recall: 0.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8707, f_measure: 0.7169, kappa: 0.6875, kb_relative_information_score: 0.7202, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.18, weighted_recall: 0.7188, number_of_instances: 1593, precision: 0.7169, predictive_accuracy: 0.7188, prior_entropy: 3.3218, relative_absolute_error: 0.3177, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.219, root_relative_squared_error: 0.7301, unweighted_recall: 0.7176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.6597, kappa: 0.6233, kb_relative_information_score: 0.6341, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.18, weighted_recall: 0.661, number_of_instances: 1593, precision: 0.6613, predictive_accuracy: 0.661, prior_entropy: 3.3218, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.7194, unweighted_recall: 0.6599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.6572, kappa: 0.6219, kb_relative_information_score: 0.6495, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.18, weighted_recall: 0.6598, number_of_instances: 1593, precision: 0.6593, predictive_accuracy: 0.6598, prior_entropy: 3.3218, relative_absolute_error: 0.4566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.7151, unweighted_recall: 0.6588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.6687, kappa: 0.6338, kb_relative_information_score: 0.6385, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.18, weighted_recall: 0.6704, number_of_instances: 1593, precision: 0.6719, predictive_accuracy: 0.6704, prior_entropy: 3.3218, relative_absolute_error: 0.4721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2167, root_relative_squared_error: 0.7224, unweighted_recall: 0.6693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.6349, kappa: 0.5954, kb_relative_information_score: 0.6086, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, weighted_recall: 0.6359, number_of_instances: 1593, precision: 0.642, predictive_accuracy: 0.6359, prior_entropy: 3.3218, relative_absolute_error: 0.5027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.7417, unweighted_recall: 0.6347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.6724, kappa: 0.6394, kb_relative_information_score: 0.6607, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.18, weighted_recall: 0.6755, number_of_instances: 1593, precision: 0.6748, predictive_accuracy: 0.6755, prior_entropy: 3.3218, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.7063, unweighted_recall: 0.6745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.6211, kappa: 0.5815, kb_relative_information_score: 0.6136, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.18, weighted_recall: 0.6234, number_of_instances: 1593, precision: 0.6214, predictive_accuracy: 0.6234, prior_entropy: 3.3218, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.225, root_relative_squared_error: 0.7501, unweighted_recall: 0.6225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.7205, kappa: 0.6924, kb_relative_information_score: 0.7014, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.18, weighted_recall: 0.7232, number_of_instances: 1593, precision: 0.7218, predictive_accuracy: 0.7232, prior_entropy: 3.3218, relative_absolute_error: 0.3933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.6754, unweighted_recall: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.7599, kappa: 0.7349, kb_relative_information_score: 0.7579, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, weighted_recall: 0.7615, number_of_instances: 1593, precision: 0.7627, predictive_accuracy: 0.7615, prior_entropy: 3.3218, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6573, unweighted_recall: 0.7607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.6784, kappa: 0.6456, kb_relative_information_score: 0.6609, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.18, weighted_recall: 0.6811, number_of_instances: 1593, precision: 0.6782, predictive_accuracy: 0.6811, prior_entropy: 3.3218, relative_absolute_error: 0.4392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.7059, unweighted_recall: 0.6801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.6871, kappa: 0.6554, kb_relative_information_score: 0.6816, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.18, weighted_recall: 0.6899, number_of_instances: 1593, precision: 0.6883, predictive_accuracy: 0.6899, prior_entropy: 3.3218, relative_absolute_error: 0.4103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7113, unweighted_recall: 0.6887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.6726, kappa: 0.6366, kb_relative_information_score: 0.6509, mean_absolute_error: 0.0832, mean_prior_absolute_error: 0.18, weighted_recall: 0.6729, number_of_instances: 1593, precision: 0.6768, predictive_accuracy: 0.6729, prior_entropy: 3.3218, relative_absolute_error: 0.4624, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2148, root_relative_squared_error: 0.7161, unweighted_recall: 0.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, f_measure: 0.703, kappa: 0.6721, kb_relative_information_score: 0.6925, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.18, weighted_recall: 0.705, number_of_instances: 1593, precision: 0.7071, predictive_accuracy: 0.705, prior_entropy: 3.3218, relative_absolute_error: 0.3906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.6838, unweighted_recall: 0.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.6684, kappa: 0.6372, kb_relative_information_score: 0.6509, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.18, weighted_recall: 0.6736, number_of_instances: 1593, precision: 0.671, predictive_accuracy: 0.6736, prior_entropy: 3.3218, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.7114, unweighted_recall: 0.6722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.6815, kappa: 0.6491, kb_relative_information_score: 0.6659, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, weighted_recall: 0.6842, number_of_instances: 1593, precision: 0.6834, predictive_accuracy: 0.6842, prior_entropy: 3.3218, relative_absolute_error: 0.4321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.7152, unweighted_recall: 0.6833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.7203, kappa: 0.691, kb_relative_information_score: 0.6963, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.18, weighted_recall: 0.7219, number_of_instances: 1593, precision: 0.7232, predictive_accuracy: 0.7219, prior_entropy: 3.3218, relative_absolute_error: 0.3868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.6761, unweighted_recall: 0.7209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.7289, kappa: 0.7007, kb_relative_information_score: 0.7147, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.18, weighted_recall: 0.7307, number_of_instances: 1593, precision: 0.73, predictive_accuracy: 0.7307, prior_entropy: 3.3218, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.6784, unweighted_recall: 0.7299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.7305, kappa: 0.7021, kb_relative_information_score: 0.7128, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.18, weighted_recall: 0.732, number_of_instances: 1593, precision: 0.7318, predictive_accuracy: 0.732, prior_entropy: 3.3218, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2053, root_relative_squared_error: 0.6844, unweighted_recall: 0.7311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.6112, kappa: 0.5717, kb_relative_information_score: 0.6004, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.18, weighted_recall: 0.6146, number_of_instances: 1593, precision: 0.6162, predictive_accuracy: 0.6146, prior_entropy: 3.3218, relative_absolute_error: 0.5222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.231, root_relative_squared_error: 0.7701, unweighted_recall: 0.6133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, f_measure: 0.7047, kappa: 0.6756, kb_relative_information_score: 0.681, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.18, weighted_recall: 0.7081, number_of_instances: 1593, precision: 0.705, predictive_accuracy: 0.7081, prior_entropy: 3.3218, relative_absolute_error: 0.4052, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.6916, unweighted_recall: 0.7071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9106, f_measure: 0.7585, kappa: 0.7335, kb_relative_information_score: 0.759, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.18, weighted_recall: 0.7602, number_of_instances: 1593, precision: 0.7609, predictive_accuracy: 0.7602, prior_entropy: 3.3218, relative_absolute_error: 0.2949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.6458, unweighted_recall: 0.7591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.6841, kappa: 0.6505, kb_relative_information_score: 0.6558, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.18, weighted_recall: 0.6855, number_of_instances: 1593, precision: 0.6869, predictive_accuracy: 0.6855, prior_entropy: 3.3218, relative_absolute_error: 0.4495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2106, root_relative_squared_error: 0.7022, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.6876, kappa: 0.6554, kb_relative_information_score: 0.6704, mean_absolute_error: 0.0786, mean_prior_absolute_error: 0.18, weighted_recall: 0.6899, number_of_instances: 1593, precision: 0.689, predictive_accuracy: 0.6899, prior_entropy: 3.3218, relative_absolute_error: 0.4369, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.7137, unweighted_recall: 0.6887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.7336, kappa: 0.7063, kb_relative_information_score: 0.7357, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.18, weighted_recall: 0.7357, number_of_instances: 1593, precision: 0.7335, predictive_accuracy: 0.7357, prior_entropy: 3.3218, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2183, root_relative_squared_error: 0.7277, unweighted_recall: 0.7348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.6566, kappa: 0.6178, kb_relative_information_score: 0.6426, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.18, weighted_recall: 0.656, number_of_instances: 1593, precision: 0.6601, predictive_accuracy: 0.656, prior_entropy: 3.3218, relative_absolute_error: 0.4728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.7293, unweighted_recall: 0.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.7298, kappa: 0.7, kb_relative_information_score: 0.7346, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.18, weighted_recall: 0.7301, number_of_instances: 1593, precision: 0.7337, predictive_accuracy: 0.7301, prior_entropy: 3.3218, relative_absolute_error: 0.3073, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.7082, unweighted_recall: 0.7293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.7008, kappa: 0.6693, kb_relative_information_score: 0.6913, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.18, weighted_recall: 0.7024, number_of_instances: 1593, precision: 0.7022, predictive_accuracy: 0.7024, prior_entropy: 3.3218, relative_absolute_error: 0.3906, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.6959, unweighted_recall: 0.7015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.7108, kappa: 0.6791, kb_relative_information_score: 0.7009, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.18, weighted_recall: 0.7112, number_of_instances: 1593, precision: 0.7122, predictive_accuracy: 0.7112, prior_entropy: 3.3218, relative_absolute_error: 0.3715, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.6905, unweighted_recall: 0.7102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.6706, kappa: 0.6372, kb_relative_information_score: 0.6451, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.18, weighted_recall: 0.6736, number_of_instances: 1593, precision: 0.6751, predictive_accuracy: 0.6736, prior_entropy: 3.3218, relative_absolute_error: 0.455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.7155, unweighted_recall: 0.6724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.7126, kappa: 0.6826, kb_relative_information_score: 0.6952, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.18, weighted_recall: 0.7144, number_of_instances: 1593, precision: 0.7179, predictive_accuracy: 0.7144, prior_entropy: 3.3218, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.6796, unweighted_recall: 0.7132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.6807, kappa: 0.647, kb_relative_information_score: 0.671, mean_absolute_error: 0.0782, mean_prior_absolute_error: 0.18, weighted_recall: 0.6824, number_of_instances: 1593, precision: 0.6819, predictive_accuracy: 0.6824, prior_entropy: 3.3218, relative_absolute_error: 0.4346, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2099, root_relative_squared_error: 0.6997, unweighted_recall: 0.6815,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.701, kappa: 0.6687, kb_relative_information_score: 0.6892, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.18, weighted_recall: 0.7018, number_of_instances: 1593, precision: 0.7028, predictive_accuracy: 0.7018, prior_entropy: 3.3218, relative_absolute_error: 0.3847, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.7083, unweighted_recall: 0.7009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.7461, kappa: 0.7196, kb_relative_information_score: 0.7421, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.18, weighted_recall: 0.7476, number_of_instances: 1593, precision: 0.7481, predictive_accuracy: 0.7476, prior_entropy: 3.3218, relative_absolute_error: 0.32, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6572, unweighted_recall: 0.7467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.6755, kappa: 0.6401, kb_relative_information_score: 0.6661, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.18, weighted_recall: 0.6761, number_of_instances: 1593, precision: 0.6795, predictive_accuracy: 0.6761, prior_entropy: 3.3218, relative_absolute_error: 0.4406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.7041, unweighted_recall: 0.6752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.7199, kappa: 0.6903, kb_relative_information_score: 0.7078, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.18, weighted_recall: 0.7213, number_of_instances: 1593, precision: 0.7242, predictive_accuracy: 0.7213, prior_entropy: 3.3218, relative_absolute_error: 0.3734, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.203, root_relative_squared_error: 0.6767, unweighted_recall: 0.7204,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.6671, kappa: 0.6338, kb_relative_information_score: 0.6443, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.18, weighted_recall: 0.6704, number_of_instances: 1593, precision: 0.6689, predictive_accuracy: 0.6704, prior_entropy: 3.3218, relative_absolute_error: 0.4656, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.721, unweighted_recall: 0.6694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.7313, kappa: 0.7042, kb_relative_information_score: 0.723, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.18, weighted_recall: 0.7338, number_of_instances: 1593, precision: 0.7344, predictive_accuracy: 0.7338, prior_entropy: 3.3218, relative_absolute_error: 0.3518, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.6652, unweighted_recall: 0.7328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.6491, kappa: 0.6115, kb_relative_information_score: 0.6386, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.18, weighted_recall: 0.6503, number_of_instances: 1593, precision: 0.6537, predictive_accuracy: 0.6503, prior_entropy: 3.3218, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2185, root_relative_squared_error: 0.7284, unweighted_recall: 0.6493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.6324, kappa: 0.5912, kb_relative_information_score: 0.6224, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.18, weighted_recall: 0.6321, number_of_instances: 1593, precision: 0.6362, predictive_accuracy: 0.6321, prior_entropy: 3.3218, relative_absolute_error: 0.4989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.7426, unweighted_recall: 0.6312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.6561, kappa: 0.617, kb_relative_information_score: 0.6213, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.18, weighted_recall: 0.6554, number_of_instances: 1593, precision: 0.664, predictive_accuracy: 0.6554, prior_entropy: 3.3218, relative_absolute_error: 0.4931, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.741, unweighted_recall: 0.6545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.6794, kappa: 0.6463, kb_relative_information_score: 0.6631, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.18, weighted_recall: 0.6817, number_of_instances: 1593, precision: 0.6801, predictive_accuracy: 0.6817, prior_entropy: 3.3218, relative_absolute_error: 0.4274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.7182, unweighted_recall: 0.6806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.7444, kappa: 0.7168, kb_relative_information_score: 0.7366, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.18, weighted_recall: 0.7451, number_of_instances: 1593, precision: 0.7472, predictive_accuracy: 0.7451, prior_entropy: 3.3218, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.6524, unweighted_recall: 0.7442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.6673, kappa: 0.6359, kb_relative_information_score: 0.6483, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.18, weighted_recall: 0.6723, number_of_instances: 1593, precision: 0.6689, predictive_accuracy: 0.6723, prior_entropy: 3.3218, relative_absolute_error: 0.4598, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.7248, unweighted_recall: 0.6712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.6821, kappa: 0.6505, kb_relative_information_score: 0.6581, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.18, weighted_recall: 0.6855, number_of_instances: 1593, precision: 0.6821, predictive_accuracy: 0.6855, prior_entropy: 3.3218, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.215, root_relative_squared_error: 0.7165, unweighted_recall: 0.6843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.6877, kappa: 0.6554, kb_relative_information_score: 0.6721, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.18, weighted_recall: 0.6899, number_of_instances: 1593, precision: 0.6901, predictive_accuracy: 0.6899, prior_entropy: 3.3218, relative_absolute_error: 0.4212, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.7007, unweighted_recall: 0.6889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.7001, kappa: 0.6686, kb_relative_information_score: 0.6943, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.18, weighted_recall: 0.7018, number_of_instances: 1593, precision: 0.7017, predictive_accuracy: 0.7018, prior_entropy: 3.3218, relative_absolute_error: 0.3895, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.7007, unweighted_recall: 0.7008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.7372, kappa: 0.7112, kb_relative_information_score: 0.7253, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, weighted_recall: 0.7401, number_of_instances: 1593, precision: 0.7398, predictive_accuracy: 0.7401, prior_entropy: 3.3218, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.6611, unweighted_recall: 0.7389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.6718, kappa: 0.6387, kb_relative_information_score: 0.6452, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.18, weighted_recall: 0.6748, number_of_instances: 1593, precision: 0.6762, predictive_accuracy: 0.6748, prior_entropy: 3.3218, relative_absolute_error: 0.461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.216, root_relative_squared_error: 0.7201, unweighted_recall: 0.6738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.7277, kappa: 0.7007, kb_relative_information_score: 0.7183, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, weighted_recall: 0.7307, number_of_instances: 1593, precision: 0.7287, predictive_accuracy: 0.7307, prior_entropy: 3.3218, relative_absolute_error: 0.3483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.6777, unweighted_recall: 0.7297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.7297, kappa: 0.7014, kb_relative_information_score: 0.7177, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.18, weighted_recall: 0.7313, number_of_instances: 1593, precision: 0.7301, predictive_accuracy: 0.7313, prior_entropy: 3.3218, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.6806, unweighted_recall: 0.7305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.6637, kappa: 0.6268, kb_relative_information_score: 0.6356, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.18, weighted_recall: 0.6642, number_of_instances: 1593, precision: 0.6652, predictive_accuracy: 0.6642, prior_entropy: 3.3218, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.7188, unweighted_recall: 0.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.72, kappa: 0.6903, kb_relative_information_score: 0.6782, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.18, weighted_recall: 0.7213, number_of_instances: 1593, precision: 0.7251, predictive_accuracy: 0.7213, prior_entropy: 3.3218, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.6808, unweighted_recall: 0.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.6917, kappa: 0.6631, kb_relative_information_score: 0.6752, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.18, weighted_recall: 0.6968, number_of_instances: 1593, precision: 0.6922, predictive_accuracy: 0.6968, prior_entropy: 3.3218, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.6994, unweighted_recall: 0.6956,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.7386, kappa: 0.7105, kb_relative_information_score: 0.7454, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, weighted_recall: 0.7395, number_of_instances: 1593, precision: 0.7425, predictive_accuracy: 0.7395, prior_entropy: 3.3218, relative_absolute_error: 0.2959, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.697, unweighted_recall: 0.7384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.6134, kappa: 0.5745, kb_relative_information_score: 0.5804, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.18, weighted_recall: 0.6171, number_of_instances: 1593, precision: 0.6154, predictive_accuracy: 0.6171, prior_entropy: 3.3218, relative_absolute_error: 0.5406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.7689, unweighted_recall: 0.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.6542, kappa: 0.6164, kb_relative_information_score: 0.6388, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.18, weighted_recall: 0.6547, number_of_instances: 1593, precision: 0.6557, predictive_accuracy: 0.6547, prior_entropy: 3.3218, relative_absolute_error: 0.4763, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.7293, unweighted_recall: 0.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.6777, kappa: 0.6428, kb_relative_information_score: 0.6719, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.18, weighted_recall: 0.6786, number_of_instances: 1593, precision: 0.6839, predictive_accuracy: 0.6786, prior_entropy: 3.3218, relative_absolute_error: 0.4189, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.7125, unweighted_recall: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9195, f_measure: 0.7162, kappa: 0.6882, kb_relative_information_score: 0.7068, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.18, weighted_recall: 0.7194, number_of_instances: 1593, precision: 0.7193, predictive_accuracy: 0.7194, prior_entropy: 3.3218, relative_absolute_error: 0.3796, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.6774, unweighted_recall: 0.7184,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.6842, kappa: 0.6498, kb_relative_information_score: 0.6678, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.18, weighted_recall: 0.6849, number_of_instances: 1593, precision: 0.6862, predictive_accuracy: 0.6849, prior_entropy: 3.3218, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.7105, unweighted_recall: 0.6842,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.7251, kappa: 0.6959, kb_relative_information_score: 0.7095, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.18, weighted_recall: 0.7263, number_of_instances: 1593, precision: 0.7249, predictive_accuracy: 0.7263, prior_entropy: 3.3218, relative_absolute_error: 0.3654, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.6875, unweighted_recall: 0.7253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.6879, kappa: 0.6547, kb_relative_information_score: 0.6625, mean_absolute_error: 0.0806, mean_prior_absolute_error: 0.18, weighted_recall: 0.6893, number_of_instances: 1593, precision: 0.6885, predictive_accuracy: 0.6893, prior_entropy: 3.3218, relative_absolute_error: 0.4479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.7059, unweighted_recall: 0.6885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.6514, kappa: 0.6156, kb_relative_information_score: 0.6377, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.18, weighted_recall: 0.6541, number_of_instances: 1593, precision: 0.6543, predictive_accuracy: 0.6541, prior_entropy: 3.3218, relative_absolute_error: 0.479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.7376, unweighted_recall: 0.6529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.7254, kappa: 0.6966, kb_relative_information_score: 0.7173, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.18, weighted_recall: 0.7269, number_of_instances: 1593, precision: 0.7279, predictive_accuracy: 0.7269, prior_entropy: 3.3218, relative_absolute_error: 0.3533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.6713, unweighted_recall: 0.7258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.7344, kappa: 0.7077, kb_relative_information_score: 0.7125, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.18, weighted_recall: 0.737, number_of_instances: 1593, precision: 0.7339, predictive_accuracy: 0.737, prior_entropy: 3.3218, relative_absolute_error: 0.3602, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.6724, unweighted_recall: 0.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.6998, kappa: 0.6721, kb_relative_information_score: 0.6835, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.18, weighted_recall: 0.705, number_of_instances: 1593, precision: 0.7039, predictive_accuracy: 0.705, prior_entropy: 3.3218, relative_absolute_error: 0.3995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.6918, unweighted_recall: 0.7036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.6915, kappa: 0.6631, kb_relative_information_score: 0.6749, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.18, weighted_recall: 0.6968, number_of_instances: 1593, precision: 0.6928, predictive_accuracy: 0.6968, prior_entropy: 3.3218, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.209, root_relative_squared_error: 0.6965, unweighted_recall: 0.6956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.6689, kappa: 0.6345, kb_relative_information_score: 0.6589, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.18, weighted_recall: 0.6711, number_of_instances: 1593, precision: 0.6715, predictive_accuracy: 0.6711, prior_entropy: 3.3218, relative_absolute_error: 0.4461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.7124, unweighted_recall: 0.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.6889, kappa: 0.6568, kb_relative_information_score: 0.6651, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.18, weighted_recall: 0.6911, number_of_instances: 1593, precision: 0.6942, predictive_accuracy: 0.6911, prior_entropy: 3.3218, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.212, root_relative_squared_error: 0.7067, unweighted_recall: 0.6898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.7373, kappa: 0.7091, kb_relative_information_score: 0.7359, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.18, weighted_recall: 0.7382, number_of_instances: 1593, precision: 0.7379, predictive_accuracy: 0.7382, prior_entropy: 3.3218, relative_absolute_error: 0.3256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.6818, unweighted_recall: 0.7374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.6882, kappa: 0.654, kb_relative_information_score: 0.674, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, weighted_recall: 0.6886, number_of_instances: 1593, precision: 0.6934, predictive_accuracy: 0.6886, prior_entropy: 3.3218, relative_absolute_error: 0.4335, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.6952, unweighted_recall: 0.6877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.7323, kappa: 0.7035, kb_relative_information_score: 0.7171, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.18, weighted_recall: 0.7332, number_of_instances: 1593, precision: 0.7333, predictive_accuracy: 0.7332, prior_entropy: 3.3218, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2036, root_relative_squared_error: 0.6786, unweighted_recall: 0.7323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.652, kappa: 0.6163, kb_relative_information_score: 0.6357, mean_absolute_error: 0.0864, mean_prior_absolute_error: 0.18, weighted_recall: 0.6547, number_of_instances: 1593, precision: 0.6533, predictive_accuracy: 0.6547, prior_entropy: 3.3218, relative_absolute_error: 0.4798, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.7398, unweighted_recall: 0.6535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.6681, kappa: 0.6379, kb_relative_information_score: 0.6565, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.18, weighted_recall: 0.6742, number_of_instances: 1593, precision: 0.6696, predictive_accuracy: 0.6742, prior_entropy: 3.3218, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.7138, unweighted_recall: 0.6728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.7325, kappa: 0.7042, kb_relative_information_score: 0.7324, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.18, weighted_recall: 0.7338, number_of_instances: 1593, precision: 0.7326, predictive_accuracy: 0.7338, prior_entropy: 3.3218, relative_absolute_error: 0.3298, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.6685, unweighted_recall: 0.7331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.6945, kappa: 0.6617, kb_relative_information_score: 0.6766, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.18, weighted_recall: 0.6955, number_of_instances: 1593, precision: 0.7003, predictive_accuracy: 0.6955, prior_entropy: 3.3218, relative_absolute_error: 0.4274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.208, root_relative_squared_error: 0.6935, unweighted_recall: 0.6948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.7229, kappa: 0.6931, kb_relative_information_score: 0.7105, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.18, weighted_recall: 0.7238, number_of_instances: 1593, precision: 0.7256, predictive_accuracy: 0.7238, prior_entropy: 3.3218, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.6763, unweighted_recall: 0.7228,

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