Task
Supervised Classification on collins

Supervised Classification on collins

Task 259 Supervised Classification collins 301 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

301 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8682, kappa: 0.8608, kb_relative_information_score: 0.6576, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8774, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5816, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1597, root_relative_squared_error: 0.6489, unweighted_recall: 0.7863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8719, kappa: 0.8652, kb_relative_information_score: 0.6662, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8753, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5743, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.6425, unweighted_recall: 0.7809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8655, kappa: 0.8607, kb_relative_information_score: 0.6605, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8788, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.6487, unweighted_recall: 0.7704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8488, kappa: 0.8451, kb_relative_information_score: 0.658, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.8629, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5858, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.6507, unweighted_recall: 0.7514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.857, kappa: 0.854, kb_relative_information_score: 0.655, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, precision: 0.8743, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5888, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.654, unweighted_recall: 0.7515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8511, kappa: 0.845, kb_relative_information_score: 0.6595, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.8602, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6494, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8703, kappa: 0.8674, kb_relative_information_score: 0.6647, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.884, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5747, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.6437, unweighted_recall: 0.7704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, kappa: 0.8613, kb_relative_information_score: 0.8516, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1262, root_relative_squared_error: 0.5129, unweighted_recall: 0.8534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.8778, kappa: 0.8741, kb_relative_information_score: 0.6654, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8934, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5764, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.6429, unweighted_recall: 0.7846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8816, kappa: 0.8763, kb_relative_information_score: 0.6652, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8916, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5785, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.6434, unweighted_recall: 0.8017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8673, kappa: 0.863, kb_relative_information_score: 0.6675, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8706, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5705, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.6393, unweighted_recall: 0.7647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8652, kappa: 0.8629, kb_relative_information_score: 0.6543, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8788, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5875, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.6524, unweighted_recall: 0.7636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8881, kappa: 0.8851, kb_relative_information_score: 0.6611, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.896, number_of_instances: 500, precision: 0.901, predictive_accuracy: 0.896, prior_entropy: 3.6489, relative_absolute_error: 0.5819, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.159, root_relative_squared_error: 0.6461, unweighted_recall: 0.7935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8773, kappa: 0.8718, kb_relative_information_score: 0.6663, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.8872, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5761, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.6419, unweighted_recall: 0.7839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8605, kappa: 0.8562, kb_relative_information_score: 0.6548, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8712, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.6539, unweighted_recall: 0.7622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8783, kappa: 0.874, kb_relative_information_score: 0.6653, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.883, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5737, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.6434, unweighted_recall: 0.7772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8803, kappa: 0.8762, kb_relative_information_score: 0.659, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.887, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.6483, unweighted_recall: 0.7847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8631, kappa: 0.8584, kb_relative_information_score: 0.6569, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.876, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5855, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.6516, unweighted_recall: 0.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8601, kappa: 0.8562, kb_relative_information_score: 0.6536, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8705, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.654, unweighted_recall: 0.7562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, kappa: 0.8627, kb_relative_information_score: 0.6567, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.6506, unweighted_recall: 0.7537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8648, kappa: 0.8607, kb_relative_information_score: 0.6551, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.878, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.6537, unweighted_recall: 0.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, kappa: 0.874, kb_relative_information_score: 0.6756, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5648, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.6319, unweighted_recall: 0.7655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8755, kappa: 0.8696, kb_relative_information_score: 0.6643, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8862, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5775, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.6434, unweighted_recall: 0.7877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8574, kappa: 0.8519, kb_relative_information_score: 0.6559, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.866, number_of_instances: 500, precision: 0.8691, predictive_accuracy: 0.866, prior_entropy: 3.6489, relative_absolute_error: 0.5832, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.6509, unweighted_recall: 0.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.8695, kappa: 0.863, kb_relative_information_score: 0.6611, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8743, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5803, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6476, unweighted_recall: 0.7722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8655, kappa: 0.8586, kb_relative_information_score: 0.6534, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8692, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5921, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.6546, unweighted_recall: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.8761, kappa: 0.8718, kb_relative_information_score: 0.6712, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.8878, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5709, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.157, root_relative_squared_error: 0.638, unweighted_recall: 0.7791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.865, kappa: 0.8607, kb_relative_information_score: 0.6737, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.876, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5656, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.635, unweighted_recall: 0.7636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8646, kappa: 0.8585, kb_relative_information_score: 0.655, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.869, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.6532, unweighted_recall: 0.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8804, kappa: 0.8762, kb_relative_information_score: 0.6587, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8814, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6495, unweighted_recall: 0.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.8698, kappa: 0.8629, kb_relative_information_score: 0.6554, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8788, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5861, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.6517, unweighted_recall: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.848, kappa: 0.8386, kb_relative_information_score: 0.6477, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.1212, weighted_recall: 0.854, number_of_instances: 500, precision: 0.857, predictive_accuracy: 0.854, prior_entropy: 3.6489, relative_absolute_error: 0.5963, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.6613, unweighted_recall: 0.7546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8732, kappa: 0.8695, kb_relative_information_score: 0.6674, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8867, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5731, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.639, unweighted_recall: 0.7726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.8681, kappa: 0.863, kb_relative_information_score: 0.6479, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8768, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5966, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.6603, unweighted_recall: 0.7813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8767, kappa: 0.8696, kb_relative_information_score: 0.6692, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8831, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5704, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.6389, unweighted_recall: 0.7987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.856, kappa: 0.8497, kb_relative_information_score: 0.6534, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.864, number_of_instances: 500, precision: 0.8617, predictive_accuracy: 0.864, prior_entropy: 3.6489, relative_absolute_error: 0.588, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.6554, unweighted_recall: 0.7591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8712, kappa: 0.8674, kb_relative_information_score: 0.6543, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8791, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5872, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.6533, unweighted_recall: 0.7711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8637, kappa: 0.8562, kb_relative_information_score: 0.6602, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8746, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5818, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.6477, unweighted_recall: 0.7794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.88, kappa: 0.874, kb_relative_information_score: 0.6504, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8876, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5936, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.162, root_relative_squared_error: 0.6584, unweighted_recall: 0.7947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8539, kappa: 0.8453, kb_relative_information_score: 0.6531, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5869, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.6548, unweighted_recall: 0.7657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8513, kappa: 0.8452, kb_relative_information_score: 0.6564, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.8654, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5851, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.651, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8787, kappa: 0.8741, kb_relative_information_score: 0.6654, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.888, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5739, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.6412, unweighted_recall: 0.7835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.858, kappa: 0.8518, kb_relative_information_score: 0.6556, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.1212, weighted_recall: 0.866, number_of_instances: 500, precision: 0.8731, predictive_accuracy: 0.866, prior_entropy: 3.6489, relative_absolute_error: 0.5866, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.6527, unweighted_recall: 0.7596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8809, kappa: 0.8762, kb_relative_information_score: 0.6635, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8868, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.6453, unweighted_recall: 0.7876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8682, kappa: 0.863, kb_relative_information_score: 0.6643, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8765, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5775, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.644, unweighted_recall: 0.7769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.876, kappa: 0.8696, kb_relative_information_score: 0.6564, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.885, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5875, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.6515, unweighted_recall: 0.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8562, kappa: 0.8495, kb_relative_information_score: 0.6573, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.864, number_of_instances: 500, precision: 0.868, predictive_accuracy: 0.864, prior_entropy: 3.6489, relative_absolute_error: 0.5842, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.652, unweighted_recall: 0.7586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.8655, kappa: 0.863, kb_relative_information_score: 0.6674, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.885, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5731, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.6404, unweighted_recall: 0.7547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8724, kappa: 0.8673, kb_relative_information_score: 0.6594, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8814, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5814, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6475, unweighted_recall: 0.7733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8603, kappa: 0.8543, kb_relative_information_score: 0.6628, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, precision: 0.871, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5793, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.6459, unweighted_recall: 0.7714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8624, kappa: 0.8564, kb_relative_information_score: 0.6678, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.872, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5729, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.6409, unweighted_recall: 0.7789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8684, kappa: 0.8629, kb_relative_information_score: 0.672, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.882, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5657, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.156, root_relative_squared_error: 0.6339, unweighted_recall: 0.7723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.8507, kappa: 0.8473, kb_relative_information_score: 0.6513, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.1212, weighted_recall: 0.862, number_of_instances: 500, precision: 0.8691, predictive_accuracy: 0.862, prior_entropy: 3.6489, relative_absolute_error: 0.589, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.6558, unweighted_recall: 0.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.8782, kappa: 0.874, kb_relative_information_score: 0.6689, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8908, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5724, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.6386, unweighted_recall: 0.7825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9001, kappa: 0.894, kb_relative_information_score: 0.6774, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.1212, weighted_recall: 0.904, number_of_instances: 500, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 3.6489, relative_absolute_error: 0.5647, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.6307, unweighted_recall: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8716, kappa: 0.8673, kb_relative_information_score: 0.6585, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8793, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5859, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1601, root_relative_squared_error: 0.6505, unweighted_recall: 0.7715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8739, kappa: 0.8653, kb_relative_information_score: 0.6536, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8771, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5888, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.6549, unweighted_recall: 0.7954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8851, kappa: 0.8786, kb_relative_information_score: 0.6596, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.89, number_of_instances: 500, precision: 0.8947, predictive_accuracy: 0.89, prior_entropy: 3.6489, relative_absolute_error: 0.5816, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.6471, unweighted_recall: 0.8084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8741, kappa: 0.8696, kb_relative_information_score: 0.6674, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5726, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.6404, unweighted_recall: 0.7749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8814, kappa: 0.8762, kb_relative_information_score: 0.6569, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8846, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.6515, unweighted_recall: 0.7913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.863, kappa: 0.8585, kb_relative_information_score: 0.6607, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8651, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.159, root_relative_squared_error: 0.6463, unweighted_recall: 0.7606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.881, kappa: 0.8763, kb_relative_information_score: 0.6561, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8942, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5881, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.6534, unweighted_recall: 0.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.8676, kappa: 0.8628, kb_relative_information_score: 0.6691, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8807, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5729, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.6388, unweighted_recall: 0.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8835, kappa: 0.8763, kb_relative_information_score: 0.6668, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8899, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5753, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.158, root_relative_squared_error: 0.6421, unweighted_recall: 0.7997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8837, kappa: 0.8764, kb_relative_information_score: 0.6736, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5674, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.6346, unweighted_recall: 0.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8781, kappa: 0.8761, kb_relative_information_score: 0.6603, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8896, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.6486, unweighted_recall: 0.7814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8778, kappa: 0.8741, kb_relative_information_score: 0.6581, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8803, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5835, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6495, unweighted_recall: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8906, kappa: 0.8851, kb_relative_information_score: 0.6722, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1212, weighted_recall: 0.896, number_of_instances: 500, precision: 0.897, predictive_accuracy: 0.896, prior_entropy: 3.6489, relative_absolute_error: 0.5679, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.6335, unweighted_recall: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.8781, kappa: 0.8741, kb_relative_information_score: 0.6605, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8873, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5824, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.6466, unweighted_recall: 0.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8754, kappa: 0.8717, kb_relative_information_score: 0.6622, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.8889, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5787, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.6453, unweighted_recall: 0.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.8721, kappa: 0.8674, kb_relative_information_score: 0.6661, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8831, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.576, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1579, root_relative_squared_error: 0.6417, unweighted_recall: 0.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8633, kappa: 0.8585, kb_relative_information_score: 0.6582, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8697, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.586, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6502, unweighted_recall: 0.7691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.8576, kappa: 0.8518, kb_relative_information_score: 0.6545, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.1212, weighted_recall: 0.866, number_of_instances: 500, precision: 0.8714, predictive_accuracy: 0.866, prior_entropy: 3.6489, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.6528, unweighted_recall: 0.7611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8832, kappa: 0.8784, kb_relative_information_score: 0.6589, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.89, number_of_instances: 500, precision: 0.8932, predictive_accuracy: 0.89, prior_entropy: 3.6489, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.6485, unweighted_recall: 0.7945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8629, kappa: 0.8562, kb_relative_information_score: 0.6572, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.87, number_of_instances: 500, precision: 0.8704, predictive_accuracy: 0.87, prior_entropy: 3.6489, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.6511, unweighted_recall: 0.7689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.8525, kappa: 0.8453, kb_relative_information_score: 0.6581, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.8624, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5808, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.6497, unweighted_recall: 0.7576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.8724, kappa: 0.8652, kb_relative_information_score: 0.6644, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, precision: 0.8808, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.6435, unweighted_recall: 0.7863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.8831, kappa: 0.8763, kb_relative_information_score: 0.6597, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.888, number_of_instances: 500, precision: 0.8853, predictive_accuracy: 0.888, prior_entropy: 3.6489, relative_absolute_error: 0.5814, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.647, unweighted_recall: 0.7971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8687, kappa: 0.8628, kb_relative_information_score: 0.6572, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8794, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6501, unweighted_recall: 0.7739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8666, kappa: 0.8629, kb_relative_information_score: 0.6575, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.876, number_of_instances: 500, precision: 0.8776, predictive_accuracy: 0.876, prior_entropy: 3.6489, relative_absolute_error: 0.5833, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.16, root_relative_squared_error: 0.6503, unweighted_recall: 0.7736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.8865, kappa: 0.8829, kb_relative_information_score: 0.6805, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.1212, weighted_recall: 0.894, number_of_instances: 500, precision: 0.8948, predictive_accuracy: 0.894, prior_entropy: 3.6489, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.6269, unweighted_recall: 0.7896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8787, kappa: 0.8741, kb_relative_information_score: 0.6595, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8873, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.6489, unweighted_recall: 0.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.875, kappa: 0.8696, kb_relative_information_score: 0.6626, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8825, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5818, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6473, unweighted_recall: 0.7795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.8859, kappa: 0.8828, kb_relative_information_score: 0.6688, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.1212, weighted_recall: 0.894, number_of_instances: 500, precision: 0.8935, predictive_accuracy: 0.894, prior_entropy: 3.6489, relative_absolute_error: 0.5742, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.6395, unweighted_recall: 0.7888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8566, kappa: 0.8518, kb_relative_information_score: 0.6524, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.1212, weighted_recall: 0.866, number_of_instances: 500, precision: 0.8699, predictive_accuracy: 0.866, prior_entropy: 3.6489, relative_absolute_error: 0.5909, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.656, unweighted_recall: 0.7657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.8623, kappa: 0.854, kb_relative_information_score: 0.6526, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.868, number_of_instances: 500, precision: 0.8738, predictive_accuracy: 0.868, prior_entropy: 3.6489, relative_absolute_error: 0.5926, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.6561, unweighted_recall: 0.7737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8737, kappa: 0.8673, kb_relative_information_score: 0.6722, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8796, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5676, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.6357, unweighted_recall: 0.7841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8767, kappa: 0.8718, kb_relative_information_score: 0.6616, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.8878, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.6471, unweighted_recall: 0.7839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.85, kappa: 0.8452, kb_relative_information_score: 0.6537, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.1212, weighted_recall: 0.86, number_of_instances: 500, precision: 0.8642, predictive_accuracy: 0.86, prior_entropy: 3.6489, relative_absolute_error: 0.5901, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.6554, unweighted_recall: 0.7558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8814, kappa: 0.8742, kb_relative_information_score: 0.6715, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8856, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5681, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.6359, unweighted_recall: 0.7946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.8747, kappa: 0.8673, kb_relative_information_score: 0.6561, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8858, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.653, unweighted_recall: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, kappa: 0.8651, kb_relative_information_score: 0.659, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.878, number_of_instances: 500, predictive_accuracy: 0.878, prior_entropy: 3.6489, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6496, unweighted_recall: 0.7613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8731, kappa: 0.8695, kb_relative_information_score: 0.6588, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1212, weighted_recall: 0.882, number_of_instances: 500, precision: 0.8837, predictive_accuracy: 0.882, prior_entropy: 3.6489, relative_absolute_error: 0.5835, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.6494, unweighted_recall: 0.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.8611, kappa: 0.8584, kb_relative_information_score: 0.653, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.1212, weighted_recall: 0.872, number_of_instances: 500, precision: 0.8616, predictive_accuracy: 0.872, prior_entropy: 3.6489, relative_absolute_error: 0.5915, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.6571, unweighted_recall: 0.7663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.8915, kappa: 0.8895, kb_relative_information_score: 0.6706, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.1212, weighted_recall: 0.9, number_of_instances: 500, precision: 0.9047, predictive_accuracy: 0.9, prior_entropy: 3.6489, relative_absolute_error: 0.5706, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.157, root_relative_squared_error: 0.6382, unweighted_recall: 0.7932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8806, kappa: 0.874, kb_relative_information_score: 0.6534, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.1212, weighted_recall: 0.886, number_of_instances: 500, precision: 0.8848, predictive_accuracy: 0.886, prior_entropy: 3.6489, relative_absolute_error: 0.5879, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.654, unweighted_recall: 0.7896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8713, kappa: 0.8674, kb_relative_information_score: 0.6595, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.1212, weighted_recall: 0.88, number_of_instances: 500, precision: 0.8786, predictive_accuracy: 0.88, prior_entropy: 3.6489, relative_absolute_error: 0.5824, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.6482, unweighted_recall: 0.7732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8678, kappa: 0.8608, kb_relative_information_score: 0.6515, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.1212, weighted_recall: 0.874, number_of_instances: 500, precision: 0.8754, predictive_accuracy: 0.874, prior_entropy: 3.6489, relative_absolute_error: 0.5925, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.6577, unweighted_recall: 0.7727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8746, kappa: 0.8717, kb_relative_information_score: 0.6612, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.1212, weighted_recall: 0.884, number_of_instances: 500, precision: 0.8875, predictive_accuracy: 0.884, prior_entropy: 3.6489, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.6475, unweighted_recall: 0.7821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8587, kappa: 0.8518, kb_relative_information_score: 0.6509, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.1212, weighted_recall: 0.866, number_of_instances: 500, precision: 0.8722, predictive_accuracy: 0.866, prior_entropy: 3.6489, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.246, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.6566, unweighted_recall: 0.7631,

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

OpenML bootcamp

From your own software

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

OpenML APIs