OpenML
Supervised Classification on LED-display-domain-7digit

Supervised Classification on LED-display-domain-7digit

Task 125921 Supervised Classification LED-display-domain-7digit 13128 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50
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13128 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.6739, kappa: 0.637, kb_relative_information_score: 0.6237, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1797, weighted_recall: 0.674, number_of_instances: 500, precision: 0.687, predictive_accuracy: 0.674, prior_entropy: 3.3123, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.7242, unweighted_recall: 0.6668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.6886, kappa: 0.6529, kb_relative_information_score: 0.6, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1797, weighted_recall: 0.688, number_of_instances: 500, precision: 0.6933, predictive_accuracy: 0.688, prior_entropy: 3.3123, relative_absolute_error: 0.5189, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.7435, unweighted_recall: 0.6912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.6431, kappa: 0.6063, kb_relative_information_score: 0.5555, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.1797, weighted_recall: 0.646, number_of_instances: 500, precision: 0.6593, predictive_accuracy: 0.646, prior_entropy: 3.3123, relative_absolute_error: 0.5721, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.7661, unweighted_recall: 0.6491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.6619, kappa: 0.6241, kb_relative_information_score: 0.624, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1797, weighted_recall: 0.662, number_of_instances: 500, precision: 0.6659, predictive_accuracy: 0.662, prior_entropy: 3.3123, relative_absolute_error: 0.5029, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.22, root_relative_squared_error: 0.734, unweighted_recall: 0.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.5707, kappa: 0.5368, kb_relative_information_score: 0.5718, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.1797, weighted_recall: 0.584, number_of_instances: 500, precision: 0.5954, predictive_accuracy: 0.584, prior_entropy: 3.3123, relative_absolute_error: 0.5818, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.7781, unweighted_recall: 0.5851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.6953, kappa: 0.6621, kb_relative_information_score: 0.686, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.1797, weighted_recall: 0.696, number_of_instances: 500, precision: 0.7019, predictive_accuracy: 0.696, prior_entropy: 3.3123, relative_absolute_error: 0.4273, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.6916, unweighted_recall: 0.6997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, kappa: 0.5261, kb_relative_information_score: 0.5435, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1797, weighted_recall: 0.576, number_of_instances: 500, predictive_accuracy: 0.576, prior_entropy: 3.3123, relative_absolute_error: 0.6134, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.8015, unweighted_recall: 0.5515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, kappa: 0.5105, kb_relative_information_score: 0.5665, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.1797, weighted_recall: 0.562, number_of_instances: 500, predictive_accuracy: 0.562, prior_entropy: 3.3123, relative_absolute_error: 0.5909, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2347, root_relative_squared_error: 0.7828, unweighted_recall: 0.5393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.6085, kappa: 0.5676, kb_relative_information_score: 0.5982, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1797, weighted_recall: 0.612, number_of_instances: 500, precision: 0.6168, predictive_accuracy: 0.612, prior_entropy: 3.3123, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.7651, unweighted_recall: 0.6015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9153, f_measure: 0.7008, kappa: 0.6686, kb_relative_information_score: 0.6705, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.1797, weighted_recall: 0.702, number_of_instances: 500, precision: 0.705, predictive_accuracy: 0.702, prior_entropy: 3.3123, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.699, unweighted_recall: 0.7031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.6751, kappa: 0.6375, kb_relative_information_score: 0.6165, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1797, weighted_recall: 0.674, number_of_instances: 500, precision: 0.6826, predictive_accuracy: 0.674, prior_entropy: 3.3123, relative_absolute_error: 0.5034, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.7286, unweighted_recall: 0.6771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.638, kappa: 0.602, kb_relative_information_score: 0.5539, mean_absolute_error: 0.1055, mean_prior_absolute_error: 0.1797, weighted_recall: 0.642, number_of_instances: 500, precision: 0.6544, predictive_accuracy: 0.642, prior_entropy: 3.3123, relative_absolute_error: 0.5869, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2325, root_relative_squared_error: 0.7755, unweighted_recall: 0.6448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.6358, kappa: 0.6062, kb_relative_information_score: 0.5935, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1797, weighted_recall: 0.646, number_of_instances: 500, precision: 0.6572, predictive_accuracy: 0.646, prior_entropy: 3.3123, relative_absolute_error: 0.5367, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.226, root_relative_squared_error: 0.7539, unweighted_recall: 0.6456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.688, kappa: 0.6527, kb_relative_information_score: 0.5909, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1797, weighted_recall: 0.688, number_of_instances: 500, precision: 0.7002, predictive_accuracy: 0.688, prior_entropy: 3.3123, relative_absolute_error: 0.5387, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.7509, unweighted_recall: 0.6874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.6121, kappa: 0.575, kb_relative_information_score: 0.589, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.1797, weighted_recall: 0.618, number_of_instances: 500, precision: 0.6418, predictive_accuracy: 0.618, prior_entropy: 3.3123, relative_absolute_error: 0.5461, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.7585, unweighted_recall: 0.6192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.6693, kappa: 0.6331, kb_relative_information_score: 0.6588, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.1797, weighted_recall: 0.67, number_of_instances: 500, precision: 0.674, predictive_accuracy: 0.67, prior_entropy: 3.3123, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.7334, unweighted_recall: 0.6715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.5311, kappa: 0.4988, kb_relative_information_score: 0.5007, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1797, weighted_recall: 0.55, number_of_instances: 500, precision: 0.5966, predictive_accuracy: 0.55, prior_entropy: 3.3123, relative_absolute_error: 0.6576, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.828, unweighted_recall: 0.5472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, f_measure: 0.6233, kappa: 0.5817, kb_relative_information_score: 0.6284, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.1797, weighted_recall: 0.624, number_of_instances: 500, precision: 0.6324, predictive_accuracy: 0.624, prior_entropy: 3.3123, relative_absolute_error: 0.4885, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.7349, unweighted_recall: 0.6259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.6935, kappa: 0.6595, kb_relative_information_score: 0.6786, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.1797, weighted_recall: 0.694, number_of_instances: 500, precision: 0.6995, predictive_accuracy: 0.694, prior_entropy: 3.3123, relative_absolute_error: 0.4301, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.208, root_relative_squared_error: 0.6938, unweighted_recall: 0.6949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.6446, kappa: 0.6063, kb_relative_information_score: 0.6143, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1797, weighted_recall: 0.646, number_of_instances: 500, precision: 0.6515, predictive_accuracy: 0.646, prior_entropy: 3.3123, relative_absolute_error: 0.5085, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.7364, unweighted_recall: 0.6502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.6565, kappa: 0.6174, kb_relative_information_score: 0.6233, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.1797, weighted_recall: 0.656, number_of_instances: 500, precision: 0.6637, predictive_accuracy: 0.656, prior_entropy: 3.3123, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.7246, unweighted_recall: 0.6585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.7137, kappa: 0.6798, kb_relative_information_score: 0.6254, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.1797, weighted_recall: 0.712, number_of_instances: 500, precision: 0.721, predictive_accuracy: 0.712, prior_entropy: 3.3123, relative_absolute_error: 0.4887, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.7175, unweighted_recall: 0.7152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.667, kappa: 0.6308, kb_relative_information_score: 0.6092, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1797, weighted_recall: 0.668, number_of_instances: 500, precision: 0.6775, predictive_accuracy: 0.668, prior_entropy: 3.3123, relative_absolute_error: 0.5197, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2215, root_relative_squared_error: 0.7388, unweighted_recall: 0.6681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.7198, kappa: 0.6862, kb_relative_information_score: 0.6186, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1797, weighted_recall: 0.718, number_of_instances: 500, precision: 0.7239, predictive_accuracy: 0.718, prior_entropy: 3.3123, relative_absolute_error: 0.5041, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2166, root_relative_squared_error: 0.7224, unweighted_recall: 0.7197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.7025, kappa: 0.6688, kb_relative_information_score: 0.6766, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.1797, weighted_recall: 0.702, number_of_instances: 500, precision: 0.7114, predictive_accuracy: 0.702, prior_entropy: 3.3123, relative_absolute_error: 0.4369, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.6877, unweighted_recall: 0.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.6995, kappa: 0.6664, kb_relative_information_score: 0.6666, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.1797, weighted_recall: 0.7, number_of_instances: 500, precision: 0.7048, predictive_accuracy: 0.7, prior_entropy: 3.3123, relative_absolute_error: 0.4463, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.7016, unweighted_recall: 0.7038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.6904, kappa: 0.6553, kb_relative_information_score: 0.6555, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.1797, weighted_recall: 0.69, number_of_instances: 500, precision: 0.6967, predictive_accuracy: 0.69, prior_entropy: 3.3123, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.7022, unweighted_recall: 0.6921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, kappa: 0.4006, kb_relative_information_score: 0.4497, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.1797, weighted_recall: 0.464, number_of_instances: 500, predictive_accuracy: 0.464, prior_entropy: 3.3123, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.254, root_relative_squared_error: 0.8473, unweighted_recall: 0.4482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.6918, kappa: 0.6549, kb_relative_information_score: 0.6019, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.1797, weighted_recall: 0.69, number_of_instances: 500, precision: 0.6984, predictive_accuracy: 0.69, prior_entropy: 3.3123, relative_absolute_error: 0.5252, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.222, root_relative_squared_error: 0.7405, unweighted_recall: 0.6891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.6565, kappa: 0.6194, kb_relative_information_score: 0.6276, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1797, weighted_recall: 0.658, number_of_instances: 500, precision: 0.6658, predictive_accuracy: 0.658, prior_entropy: 3.3123, relative_absolute_error: 0.5015, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.7315, unweighted_recall: 0.6573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, kappa: 0.5513, kb_relative_information_score: 0.5443, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.1797, weighted_recall: 0.598, number_of_instances: 500, predictive_accuracy: 0.598, prior_entropy: 3.3123, relative_absolute_error: 0.6094, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2366, root_relative_squared_error: 0.7892, unweighted_recall: 0.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.5811, kappa: 0.5585, kb_relative_information_score: 0.542, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.1797, weighted_recall: 0.604, number_of_instances: 500, precision: 0.6458, predictive_accuracy: 0.604, prior_entropy: 3.3123, relative_absolute_error: 0.6105, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.7943, unweighted_recall: 0.5964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9053, f_measure: 0.6778, kappa: 0.6397, kb_relative_information_score: 0.6636, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.1797, weighted_recall: 0.676, number_of_instances: 500, precision: 0.6815, predictive_accuracy: 0.676, prior_entropy: 3.3123, relative_absolute_error: 0.4532, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.7127, unweighted_recall: 0.6776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8495, kappa: 0.5284, kb_relative_information_score: 0.5212, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.1797, weighted_recall: 0.578, number_of_instances: 500, predictive_accuracy: 0.578, prior_entropy: 3.3123, relative_absolute_error: 0.6476, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.813, unweighted_recall: 0.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, kappa: 0.4199, kb_relative_information_score: 0.4549, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.1797, weighted_recall: 0.48, number_of_instances: 500, predictive_accuracy: 0.48, prior_entropy: 3.3123, relative_absolute_error: 0.7064, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.8456, unweighted_recall: 0.4794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.5804, kappa: 0.5473, kb_relative_information_score: 0.577, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1797, weighted_recall: 0.594, number_of_instances: 500, precision: 0.6051, predictive_accuracy: 0.594, prior_entropy: 3.3123, relative_absolute_error: 0.5754, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.232, root_relative_squared_error: 0.7738, unweighted_recall: 0.5789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8915, f_measure: 0.6903, kappa: 0.6551, kb_relative_information_score: 0.6208, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1797, weighted_recall: 0.69, number_of_instances: 500, precision: 0.6948, predictive_accuracy: 0.69, prior_entropy: 3.3123, relative_absolute_error: 0.5015, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.217, root_relative_squared_error: 0.7237, unweighted_recall: 0.6903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.6726, kappa: 0.6373, kb_relative_information_score: 0.6602, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.1797, weighted_recall: 0.674, number_of_instances: 500, precision: 0.6801, predictive_accuracy: 0.674, prior_entropy: 3.3123, relative_absolute_error: 0.4579, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.215, root_relative_squared_error: 0.7171, unweighted_recall: 0.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.604, kappa: 0.5652, kb_relative_information_score: 0.5385, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1797, weighted_recall: 0.61, number_of_instances: 500, precision: 0.6253, predictive_accuracy: 0.61, prior_entropy: 3.3123, relative_absolute_error: 0.6064, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.238, root_relative_squared_error: 0.7941, unweighted_recall: 0.6021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.6719, kappa: 0.6353, kb_relative_information_score: 0.6542, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.1797, weighted_recall: 0.672, number_of_instances: 500, precision: 0.6789, predictive_accuracy: 0.672, prior_entropy: 3.3123, relative_absolute_error: 0.4618, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.7309, unweighted_recall: 0.6736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.6153, kappa: 0.5726, kb_relative_information_score: 0.5892, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.1797, weighted_recall: 0.616, number_of_instances: 500, precision: 0.6186, predictive_accuracy: 0.616, prior_entropy: 3.3123, relative_absolute_error: 0.5473, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.7602, unweighted_recall: 0.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.637, kappa: 0.5904, kb_relative_information_score: 0.5741, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.1797, weighted_recall: 0.632, number_of_instances: 500, precision: 0.6596, predictive_accuracy: 0.632, prior_entropy: 3.3123, relative_absolute_error: 0.5492, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.7499, unweighted_recall: 0.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.6794, kappa: 0.644, kb_relative_information_score: 0.6458, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.1797, weighted_recall: 0.68, number_of_instances: 500, precision: 0.686, predictive_accuracy: 0.68, prior_entropy: 3.3123, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.7132, unweighted_recall: 0.6799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, kappa: 0.4785, kb_relative_information_score: 0.5304, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.1797, weighted_recall: 0.534, number_of_instances: 500, predictive_accuracy: 0.534, prior_entropy: 3.3123, relative_absolute_error: 0.653, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8164, unweighted_recall: 0.5075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.6685, kappa: 0.6331, kb_relative_information_score: 0.6671, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.1797, weighted_recall: 0.67, number_of_instances: 500, precision: 0.6729, predictive_accuracy: 0.67, prior_entropy: 3.3123, relative_absolute_error: 0.4497, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.7096, unweighted_recall: 0.6723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.6622, kappa: 0.6263, kb_relative_information_score: 0.6565, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.1797, weighted_recall: 0.664, number_of_instances: 500, precision: 0.6642, predictive_accuracy: 0.664, prior_entropy: 3.3123, relative_absolute_error: 0.4545, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2147, root_relative_squared_error: 0.7162, unweighted_recall: 0.6661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, kappa: 0.5137, kb_relative_information_score: 0.5312, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.1797, weighted_recall: 0.564, number_of_instances: 500, predictive_accuracy: 0.564, prior_entropy: 3.3123, relative_absolute_error: 0.6241, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.8059, unweighted_recall: 0.5464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, kappa: 0.5376, kb_relative_information_score: 0.5429, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.1797, weighted_recall: 0.586, number_of_instances: 500, predictive_accuracy: 0.586, prior_entropy: 3.3123, relative_absolute_error: 0.6215, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.7977, unweighted_recall: 0.5639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.7073, kappa: 0.6731, kb_relative_information_score: 0.6137, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.1797, weighted_recall: 0.706, number_of_instances: 500, precision: 0.7124, predictive_accuracy: 0.706, prior_entropy: 3.3123, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.729, unweighted_recall: 0.7091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.615, kappa: 0.5808, kb_relative_information_score: 0.573, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.1797, weighted_recall: 0.624, number_of_instances: 500, precision: 0.6429, predictive_accuracy: 0.624, prior_entropy: 3.3123, relative_absolute_error: 0.5576, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.7576, unweighted_recall: 0.6116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.6805, kappa: 0.644, kb_relative_information_score: 0.6176, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.1797, weighted_recall: 0.68, number_of_instances: 500, precision: 0.684, predictive_accuracy: 0.68, prior_entropy: 3.3123, relative_absolute_error: 0.4994, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.7368, unweighted_recall: 0.6822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.645, kappa: 0.6036, kb_relative_information_score: 0.5969, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1797, weighted_recall: 0.644, number_of_instances: 500, precision: 0.6649, predictive_accuracy: 0.644, prior_entropy: 3.3123, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.7436, unweighted_recall: 0.6365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.5155, kappa: 0.5021, kb_relative_information_score: 0.5233, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.1797, weighted_recall: 0.554, number_of_instances: 500, precision: 0.5259, predictive_accuracy: 0.554, prior_entropy: 3.3123, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.8102, unweighted_recall: 0.5453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.7204, kappa: 0.6885, kb_relative_information_score: 0.6882, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.1797, weighted_recall: 0.72, number_of_instances: 500, precision: 0.7226, predictive_accuracy: 0.72, prior_entropy: 3.3123, relative_absolute_error: 0.422, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.6701, unweighted_recall: 0.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.693, kappa: 0.6573, kb_relative_information_score: 0.6774, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7027, predictive_accuracy: 0.692, prior_entropy: 3.3123, recall: 0.692, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.8279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7253, kappa: 0.6952, kb_relative_information_score: 0.7141, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.727, predictive_accuracy: 0.726, prior_entropy: 3.3123, recall: 0.726, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.7315, kappa: 0.7019, kb_relative_information_score: 0.7202, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.734, predictive_accuracy: 0.732, prior_entropy: 3.3123, recall: 0.732, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.7723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5034, kappa: 0.0068, kb_relative_information_score: 0.0734, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.12, prior_entropy: 3.3123, recall: 0.12, relative_absolute_error: 0.9791, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4195, root_relative_squared_error: 1.3994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5158, kappa: 0.0316, kb_relative_information_score: 0.0954, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.142, prior_entropy: 3.3123, recall: 0.142, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4142, root_relative_squared_error: 1.3818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5096, kappa: 0.0192, kb_relative_information_score: 0.0839, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.13, prior_entropy: 3.3123, recall: 0.13, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4171, root_relative_squared_error: 1.3914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.7076, kappa: 0.6752, kb_relative_information_score: 0.6954, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7101, predictive_accuracy: 0.708, prior_entropy: 3.3123, recall: 0.708, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.8061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.7076, kappa: 0.6752, kb_relative_information_score: 0.6954, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7101, predictive_accuracy: 0.708, prior_entropy: 3.3123, recall: 0.708, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.8061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7259, kappa: 0.6952, kb_relative_information_score: 0.7138, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7281, predictive_accuracy: 0.726, prior_entropy: 3.3123, recall: 0.726, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7259, kappa: 0.6952, kb_relative_information_score: 0.7138, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7281, predictive_accuracy: 0.726, prior_entropy: 3.3123, recall: 0.726, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.693, kappa: 0.6573, kb_relative_information_score: 0.6774, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7027, predictive_accuracy: 0.692, prior_entropy: 3.3123, recall: 0.692, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.8279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7259, kappa: 0.6952, kb_relative_information_score: 0.7138, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7281, predictive_accuracy: 0.726, prior_entropy: 3.3123, recall: 0.726, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7259, kappa: 0.6952, kb_relative_information_score: 0.7138, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7281, predictive_accuracy: 0.726, prior_entropy: 3.3123, recall: 0.726, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, f_measure: 0.7259, kappa: 0.6952, kb_relative_information_score: 0.7138, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7281, predictive_accuracy: 0.726, prior_entropy: 3.3123, recall: 0.726, relative_absolute_error: 0.3049, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.7232, kappa: 0.693, kb_relative_information_score: 0.7118, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7259, predictive_accuracy: 0.724, prior_entropy: 3.3123, recall: 0.724, relative_absolute_error: 0.3071, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.7837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.7315, kappa: 0.7019, kb_relative_information_score: 0.7202, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.734, predictive_accuracy: 0.732, prior_entropy: 3.3123, recall: 0.732, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.7723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.7232, kappa: 0.693, kb_relative_information_score: 0.7118, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7259, predictive_accuracy: 0.724, prior_entropy: 3.3123, recall: 0.724, relative_absolute_error: 0.3071, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.7837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.7094, kappa: 0.6773, kb_relative_information_score: 0.6965, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7131, predictive_accuracy: 0.71, prior_entropy: 3.3123, recall: 0.71, relative_absolute_error: 0.3227, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.8033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.7137, kappa: 0.682, kb_relative_information_score: 0.7014, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.72, predictive_accuracy: 0.714, prior_entropy: 3.3123, recall: 0.714, relative_absolute_error: 0.3182, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.7978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.7237, kappa: 0.6908, kb_relative_information_score: 0.7099, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7322, predictive_accuracy: 0.722, prior_entropy: 3.3123, recall: 0.722, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.7865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.7232, kappa: 0.693, kb_relative_information_score: 0.7118, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7259, predictive_accuracy: 0.724, prior_entropy: 3.3123, recall: 0.724, relative_absolute_error: 0.3071, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.7837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.7126, kappa: 0.6797, kb_relative_information_score: 0.6999, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.718, predictive_accuracy: 0.712, prior_entropy: 3.3123, recall: 0.712, relative_absolute_error: 0.3204, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.24, root_relative_squared_error: 0.8006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8454, f_measure: 0.7237, kappa: 0.6908, kb_relative_information_score: 0.7099, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7322, predictive_accuracy: 0.722, prior_entropy: 3.3123, recall: 0.722, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.7865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, f_measure: 0.5599, kappa: 0.481, kb_relative_information_score: 0.5125, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.6461, predictive_accuracy: 0.532, prior_entropy: 3.3123, recall: 0.532, relative_absolute_error: 0.5207, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.3059, root_relative_squared_error: 1.0205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0674, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.114, prior_entropy: 3.3123, recall: 0.114, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.421, root_relative_squared_error: 1.4042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.7208, kappa: 0.6907, kb_relative_information_score: 0.7098, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7236, predictive_accuracy: 0.722, prior_entropy: 3.3123, recall: 0.722, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.7865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.7293, kappa: 0.6997, kb_relative_information_score: 0.7182, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7324, predictive_accuracy: 0.73, prior_entropy: 3.3123, recall: 0.73, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.7315, kappa: 0.7019, kb_relative_information_score: 0.7202, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.734, predictive_accuracy: 0.732, prior_entropy: 3.3123, recall: 0.732, relative_absolute_error: 0.2982, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.7723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4763, kappa: -0.0474, kb_relative_information_score: 0.0254, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.072, prior_entropy: 3.3123, recall: 0.072, relative_absolute_error: 1.0326, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4308, root_relative_squared_error: 1.4371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.7126, kappa: 0.6797, kb_relative_information_score: 0.6999, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.718, predictive_accuracy: 0.712, prior_entropy: 3.3123, recall: 0.712, relative_absolute_error: 0.3204, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.24, root_relative_squared_error: 0.8006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.7232, kappa: 0.693, kb_relative_information_score: 0.7118, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7259, predictive_accuracy: 0.724, prior_entropy: 3.3123, recall: 0.724, relative_absolute_error: 0.3071, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.7837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0674, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.114, prior_entropy: 3.3123, recall: 0.114, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.421, root_relative_squared_error: 1.4042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.7208, kappa: 0.6907, kb_relative_information_score: 0.7098, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7236, predictive_accuracy: 0.722, prior_entropy: 3.3123, recall: 0.722, relative_absolute_error: 0.3093, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.7865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.7294, kappa: 0.6997, kb_relative_information_score: 0.7181, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.734, predictive_accuracy: 0.73, prior_entropy: 3.3123, recall: 0.73, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0674, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.114, prior_entropy: 3.3123, recall: 0.114, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.421, root_relative_squared_error: 1.4042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.7088, kappa: 0.6752, kb_relative_information_score: 0.6948, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7114, predictive_accuracy: 0.708, prior_entropy: 3.3123, recall: 0.708, relative_absolute_error: 0.3249, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.8061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7938, f_measure: 0.6425, kappa: 0.5877, kb_relative_information_score: 0.6092, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.1797, number_of_instances: 500, precision: 0.7106, predictive_accuracy: 0.63, prior_entropy: 3.3123, recall: 0.63, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.272, root_relative_squared_error: 0.9074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, kappa: 0.0339, kb_relative_information_score: 0.0974, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.1797, number_of_instances: 500, predictive_accuracy: 0.144, prior_entropy: 3.3123, recall: 0.144, relative_absolute_error: 0.9524, root_mean_prior_squared_error: 0.2998, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.3802,

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

OpenML APIs