Task
Supervised Classification on Bioresponse

Supervised Classification on Bioresponse

Task 9910 Supervised Classification Bioresponse 15788 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

15788 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7898, kappa: 0.576, kb_relative_information_score: 0.364, mean_absolute_error: 0.3336, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7905, number_of_instances: 3751, precision: 0.7903, predictive_accuracy: 0.7905, prior_entropy: 0.9948, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.399, root_relative_squared_error: 0.8008, unweighted_recall: 0.7867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5985, f_measure: 0.4087, kappa: 0.0261, kb_relative_information_score: 0.0153, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5529, number_of_instances: 3751, precision: 0.6841, predictive_accuracy: 0.5529, prior_entropy: 0.9948, relative_absolute_error: 0.9862, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9907, unweighted_recall: 0.5121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.7894, kappa: 0.5751, kb_relative_information_score: 0.4182, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7899, number_of_instances: 3751, precision: 0.7897, predictive_accuracy: 0.7899, prior_entropy: 0.9948, relative_absolute_error: 0.6158, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.7804, unweighted_recall: 0.7864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7938, f_measure: 0.6744, kappa: 0.3581, kb_relative_information_score: 0.2458, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6915, number_of_instances: 3751, precision: 0.7136, predictive_accuracy: 0.6915, prior_entropy: 0.9948, relative_absolute_error: 0.7741, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4377, root_relative_squared_error: 0.8784, unweighted_recall: 0.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.7743, kappa: 0.5449, kb_relative_information_score: 0.3848, mean_absolute_error: 0.3211, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7745, number_of_instances: 3751, precision: 0.7742, predictive_accuracy: 0.7745, prior_entropy: 0.9948, relative_absolute_error: 0.6467, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.8019, unweighted_recall: 0.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5241, f_measure: 0.3831, kappa: 0.0019, kb_relative_information_score: 0.0037, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5431, number_of_instances: 3751, precision: 0.752, predictive_accuracy: 0.5431, prior_entropy: 0.9948, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9976, unweighted_recall: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5314, f_measure: 0.3837, kappa: 0.0025, kb_relative_information_score: 0.0045, mean_absolute_error: 0.4943, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5433, number_of_instances: 3751, precision: 0.7521, predictive_accuracy: 0.5433, prior_entropy: 0.9948, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9971, unweighted_recall: 0.5012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.6936, kappa: 0.3903, kb_relative_information_score: 0.271, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7054, number_of_instances: 3751, precision: 0.7201, predictive_accuracy: 0.7054, prior_entropy: 0.9948, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.431, root_relative_squared_error: 0.8652, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.6815, kappa: 0.3695, kb_relative_information_score: 0.2549, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6963, number_of_instances: 3751, precision: 0.715, predictive_accuracy: 0.6963, prior_entropy: 0.9948, relative_absolute_error: 0.7656, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4353, root_relative_squared_error: 0.8737, unweighted_recall: 0.6793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, f_measure: 0.7428, kappa: 0.4809, kb_relative_information_score: 0.272, mean_absolute_error: 0.377, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7438, number_of_instances: 3751, precision: 0.7434, predictive_accuracy: 0.7438, prior_entropy: 0.9948, relative_absolute_error: 0.7594, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.8661, unweighted_recall: 0.7391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7091, f_measure: 0.6786, kappa: 0.352, kb_relative_information_score: 0.1729, mean_absolute_error: 0.4206, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6822, number_of_instances: 3751, precision: 0.6821, predictive_accuracy: 0.6822, prior_entropy: 0.9948, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4737, root_relative_squared_error: 0.9509, unweighted_recall: 0.6739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.68, kappa: 0.3667, kb_relative_information_score: 0.254, mean_absolute_error: 0.3805, mean_prior_absolute_error: 0.4964, weighted_recall: 0.695, number_of_instances: 3751, precision: 0.7136, predictive_accuracy: 0.695, prior_entropy: 0.9948, relative_absolute_error: 0.7664, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4355, root_relative_squared_error: 0.8742, unweighted_recall: 0.6778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7241, f_measure: 0.5649, kappa: 0.202, kb_relative_information_score: 0.1049, mean_absolute_error: 0.449, mean_prior_absolute_error: 0.4964, weighted_recall: 0.626, number_of_instances: 3751, precision: 0.7003, predictive_accuracy: 0.626, prior_entropy: 0.9948, relative_absolute_error: 0.9046, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4709, root_relative_squared_error: 0.9452, unweighted_recall: 0.5953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, f_measure: 0.3853, kappa: 0.0019, kb_relative_information_score: 0.0022, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5428, number_of_instances: 3751, precision: 0.5558, predictive_accuracy: 0.5428, prior_entropy: 0.9948, relative_absolute_error: 0.9983, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.999, unweighted_recall: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5049, f_measure: 0.3812, kappa: -0.0005, kb_relative_information_score: 0.0008, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.4964, weighted_recall: 0.542, number_of_instances: 3751, precision: 0.294, predictive_accuracy: 0.542, prior_entropy: 0.9948, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9995, unweighted_recall: 0.4998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.5086, kappa: 0.1288, kb_relative_information_score: 0.0766, mean_absolute_error: 0.4621, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5948, number_of_instances: 3751, precision: 0.6786, predictive_accuracy: 0.5948, prior_entropy: 0.9948, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4786, root_relative_squared_error: 0.9607, unweighted_recall: 0.5603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5526, f_measure: 0.3876, kappa: 0.0059, kb_relative_information_score: 0.0075, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5447, number_of_instances: 3751, precision: 0.6821, predictive_accuracy: 0.5447, prior_entropy: 0.9948, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9954, unweighted_recall: 0.5027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7791, f_measure: 0.7354, kappa: 0.4661, kb_relative_information_score: 0.2425, mean_absolute_error: 0.3917, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7369, number_of_instances: 3751, precision: 0.7367, predictive_accuracy: 0.7369, prior_entropy: 0.9948, relative_absolute_error: 0.789, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4381, root_relative_squared_error: 0.8793, unweighted_recall: 0.7314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.783, f_measure: 0.7377, kappa: 0.4706, kb_relative_information_score: 0.2488, mean_absolute_error: 0.3888, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7393, number_of_instances: 3751, precision: 0.7393, predictive_accuracy: 0.7393, prior_entropy: 0.9948, relative_absolute_error: 0.7833, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.436, root_relative_squared_error: 0.8751, unweighted_recall: 0.7334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.7839, kappa: 0.564, kb_relative_information_score: 0.3745, mean_absolute_error: 0.3289, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7849, number_of_instances: 3751, precision: 0.785, predictive_accuracy: 0.7849, prior_entropy: 0.9948, relative_absolute_error: 0.6625, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7981, unweighted_recall: 0.7803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, f_measure: 0.6073, kappa: 0.2446, kb_relative_information_score: 0.1496, mean_absolute_error: 0.4312, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6409, number_of_instances: 3751, precision: 0.671, predictive_accuracy: 0.6409, prior_entropy: 0.9948, relative_absolute_error: 0.8685, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4624, root_relative_squared_error: 0.9281, unweighted_recall: 0.6171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.7533, kappa: 0.5021, kb_relative_information_score: 0.2023, mean_absolute_error: 0.4129, mean_prior_absolute_error: 0.4964, weighted_recall: 0.755, number_of_instances: 3751, precision: 0.7556, predictive_accuracy: 0.755, prior_entropy: 0.9948, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4406, root_relative_squared_error: 0.8844, unweighted_recall: 0.7489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8145, f_measure: 0.7502, kappa: 0.4964, kb_relative_information_score: 0.3221, mean_absolute_error: 0.3516, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7505, number_of_instances: 3751, precision: 0.7501, predictive_accuracy: 0.7505, prior_entropy: 0.9948, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4182, root_relative_squared_error: 0.8395, unweighted_recall: 0.7477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, f_measure: 0.433, kappa: 0.0501, kb_relative_information_score: 0.0273, mean_absolute_error: 0.4842, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5628, number_of_instances: 3751, precision: 0.6853, predictive_accuracy: 0.5628, prior_entropy: 0.9948, relative_absolute_error: 0.9754, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.985, unweighted_recall: 0.5232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6075, f_measure: 0.4217, kappa: 0.039, kb_relative_information_score: 0.0225, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5583, number_of_instances: 3751, precision: 0.6876, predictive_accuracy: 0.5583, prior_entropy: 0.9948, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4919, root_relative_squared_error: 0.9874, unweighted_recall: 0.5181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.3831, kappa: 0.0019, kb_relative_information_score: 0.0037, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5431, number_of_instances: 3751, precision: 0.752, predictive_accuracy: 0.5431, prior_entropy: 0.9948, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9976, unweighted_recall: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.7134, kappa: 0.4274, kb_relative_information_score: 0.3072, mean_absolute_error: 0.3558, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7225, number_of_instances: 3751, precision: 0.7347, predictive_accuracy: 0.7225, prior_entropy: 0.9948, relative_absolute_error: 0.7167, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4201, root_relative_squared_error: 0.8431, unweighted_recall: 0.7087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7662, f_measure: 0.7235, kappa: 0.4419, kb_relative_information_score: 0.2185, mean_absolute_error: 0.4026, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7251, number_of_instances: 3751, precision: 0.7249, predictive_accuracy: 0.7251, prior_entropy: 0.9948, relative_absolute_error: 0.811, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4452, root_relative_squared_error: 0.8935, unweighted_recall: 0.7192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.752, kappa: 0.4996, kb_relative_information_score: 0.2963, mean_absolute_error: 0.3661, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7531, number_of_instances: 3751, precision: 0.753, predictive_accuracy: 0.7531, prior_entropy: 0.9948, relative_absolute_error: 0.7374, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8507, unweighted_recall: 0.7482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4961, f_measure: 0.3811, kappa: -0.0011, kb_relative_information_score: -0.0005, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5417, number_of_instances: 3751, precision: 0.2939, predictive_accuracy: 0.5417, prior_entropy: 0.9948, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4986, root_relative_squared_error: 1.0007, unweighted_recall: 0.4995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.7887, kappa: 0.5747, kb_relative_information_score: 0.3993, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7886, number_of_instances: 3751, precision: 0.789, predictive_accuracy: 0.7886, prior_entropy: 0.9948, relative_absolute_error: 0.6302, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7938, unweighted_recall: 0.7878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.7628, kappa: 0.5214, kb_relative_information_score: 0.3621, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7638, number_of_instances: 3751, precision: 0.7637, predictive_accuracy: 0.7638, prior_entropy: 0.9948, relative_absolute_error: 0.6645, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.406, root_relative_squared_error: 0.8149, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7643, f_measure: 0.7233, kappa: 0.4417, kb_relative_information_score: 0.2066, mean_absolute_error: 0.4084, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7254, number_of_instances: 3751, precision: 0.7255, predictive_accuracy: 0.7254, prior_entropy: 0.9948, relative_absolute_error: 0.8226, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8976, unweighted_recall: 0.7188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5191, f_measure: 0.3825, kappa: 0.0013, kb_relative_information_score: 0.003, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5428, number_of_instances: 3751, precision: 0.7519, predictive_accuracy: 0.5428, prior_entropy: 0.9948, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.998, unweighted_recall: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7075, kappa: 0.4146, kb_relative_information_score: 0.2968, mean_absolute_error: 0.3608, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7158, number_of_instances: 3751, precision: 0.7253, predictive_accuracy: 0.7158, prior_entropy: 0.9948, relative_absolute_error: 0.7267, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8517, unweighted_recall: 0.7027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8422, f_measure: 0.7805, kappa: 0.5582, kb_relative_information_score: 0.376, mean_absolute_error: 0.3244, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7803, number_of_instances: 3751, precision: 0.7808, predictive_accuracy: 0.7803, prior_entropy: 0.9948, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8062, unweighted_recall: 0.7796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.7592, kappa: 0.5141, kb_relative_information_score: 0.3018, mean_absolute_error: 0.3643, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7603, number_of_instances: 3751, precision: 0.7603, predictive_accuracy: 0.7603, prior_entropy: 0.9948, relative_absolute_error: 0.7339, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4232, root_relative_squared_error: 0.8494, unweighted_recall: 0.7554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.6334, kappa: 0.2881, kb_relative_information_score: 0.185, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6604, number_of_instances: 3751, precision: 0.6893, predictive_accuracy: 0.6604, prior_entropy: 0.9948, relative_absolute_error: 0.8354, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4525, root_relative_squared_error: 0.9082, unweighted_recall: 0.6384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.7805, kappa: 0.5571, kb_relative_information_score: 0.3957, mean_absolute_error: 0.3167, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7811, number_of_instances: 3751, precision: 0.7809, predictive_accuracy: 0.7811, prior_entropy: 0.9948, relative_absolute_error: 0.638, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3951, root_relative_squared_error: 0.7931, unweighted_recall: 0.7773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5568, f_measure: 0.4984, kappa: 0.0391, kb_relative_information_score: 0.0132, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5439, number_of_instances: 3751, precision: 0.531, predictive_accuracy: 0.5439, prior_entropy: 0.9948, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9952, unweighted_recall: 0.5187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.6937, kappa: 0.3904, kb_relative_information_score: 0.2716, mean_absolute_error: 0.3724, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7054, number_of_instances: 3751, precision: 0.7199, predictive_accuracy: 0.7054, prior_entropy: 0.9948, relative_absolute_error: 0.7501, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.431, root_relative_squared_error: 0.865, unweighted_recall: 0.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6911, f_measure: 0.5017, kappa: 0.1219, kb_relative_information_score: 0.0711, mean_absolute_error: 0.4646, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5921, number_of_instances: 3751, precision: 0.6818, predictive_accuracy: 0.5921, prior_entropy: 0.9948, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.48, root_relative_squared_error: 0.9634, unweighted_recall: 0.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.549, f_measure: 0.4898, kappa: 0.0227, kb_relative_information_score: 0.0068, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5361, number_of_instances: 3751, precision: 0.5196, predictive_accuracy: 0.5361, prior_entropy: 0.9948, relative_absolute_error: 0.9945, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4985, root_relative_squared_error: 1.0006, unweighted_recall: 0.5109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7635, f_measure: 0.5967, kappa: 0.2231, kb_relative_information_score: 0.1307, mean_absolute_error: 0.4398, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6305, number_of_instances: 3751, precision: 0.6549, predictive_accuracy: 0.6305, prior_entropy: 0.9948, relative_absolute_error: 0.8859, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4683, root_relative_squared_error: 0.94, unweighted_recall: 0.6069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.3811, kappa: -0.0011, kb_relative_information_score: -0.0005, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5417, number_of_instances: 3751, precision: 0.2939, predictive_accuracy: 0.5417, prior_entropy: 0.9948, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4985, root_relative_squared_error: 1.0007, unweighted_recall: 0.4995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6741, f_measure: 0.4783, kappa: 0.0965, kb_relative_information_score: 0.0584, mean_absolute_error: 0.4704, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5817, number_of_instances: 3751, precision: 0.6818, predictive_accuracy: 0.5817, prior_entropy: 0.9948, relative_absolute_error: 0.9475, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4831, root_relative_squared_error: 0.9697, unweighted_recall: 0.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7849, f_measure: 0.7333, kappa: 0.4619, kb_relative_information_score: 0.2327, mean_absolute_error: 0.3968, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7353, number_of_instances: 3751, precision: 0.7355, predictive_accuracy: 0.7353, prior_entropy: 0.9948, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4381, root_relative_squared_error: 0.8793, unweighted_recall: 0.7289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8032, f_measure: 0.6906, kappa: 0.3853, kb_relative_information_score: 0.268, mean_absolute_error: 0.374, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7033, number_of_instances: 3751, precision: 0.7192, predictive_accuracy: 0.7033, prior_entropy: 0.9948, relative_absolute_error: 0.7533, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4317, root_relative_squared_error: 0.8664, unweighted_recall: 0.6873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7081, f_measure: 0.6802, kappa: 0.3554, kb_relative_information_score: 0.1677, mean_absolute_error: 0.4231, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6841, number_of_instances: 3751, precision: 0.6842, predictive_accuracy: 0.6841, prior_entropy: 0.9948, relative_absolute_error: 0.8523, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4739, root_relative_squared_error: 0.9512, unweighted_recall: 0.6754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7988, f_measure: 0.7452, kappa: 0.4866, kb_relative_information_score: 0.1446, mean_absolute_error: 0.4386, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7486, number_of_instances: 3751, precision: 0.7518, predictive_accuracy: 0.7486, prior_entropy: 0.9948, relative_absolute_error: 0.8836, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4566, root_relative_squared_error: 0.9166, unweighted_recall: 0.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.7667, kappa: 0.5299, kb_relative_information_score: 0.3391, mean_absolute_error: 0.3426, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7667, number_of_instances: 3751, precision: 0.7666, predictive_accuracy: 0.7667, prior_entropy: 0.9948, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4131, root_relative_squared_error: 0.8292, unweighted_recall: 0.7648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, f_measure: 0.7682, kappa: 0.5323, kb_relative_information_score: 0.3107, mean_absolute_error: 0.3608, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7691, number_of_instances: 3751, precision: 0.769, predictive_accuracy: 0.7691, prior_entropy: 0.9948, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4142, root_relative_squared_error: 0.8313, unweighted_recall: 0.7647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5301, f_measure: 0.3837, kappa: 0.0025, kb_relative_information_score: 0.0043, mean_absolute_error: 0.4944, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5433, number_of_instances: 3751, precision: 0.7521, predictive_accuracy: 0.5433, prior_entropy: 0.9948, relative_absolute_error: 0.9958, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9973, unweighted_recall: 0.5012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7666, f_measure: 0.7263, kappa: 0.4476, kb_relative_information_score: 0.2128, mean_absolute_error: 0.4055, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7281, number_of_instances: 3751, precision: 0.728, predictive_accuracy: 0.7281, prior_entropy: 0.9948, relative_absolute_error: 0.8169, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4456, root_relative_squared_error: 0.8945, unweighted_recall: 0.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.7825, kappa: 0.5619, kb_relative_information_score: 0.3878, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7825, number_of_instances: 3751, precision: 0.7825, predictive_accuracy: 0.7825, prior_entropy: 0.9948, relative_absolute_error: 0.6446, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.7985, unweighted_recall: 0.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7667, f_measure: 0.7246, kappa: 0.4442, kb_relative_information_score: 0.219, mean_absolute_error: 0.4024, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7262, number_of_instances: 3751, precision: 0.726, predictive_accuracy: 0.7262, prior_entropy: 0.9948, relative_absolute_error: 0.8107, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4449, root_relative_squared_error: 0.893, unweighted_recall: 0.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7167, f_measure: 0.5439, kappa: 0.1725, kb_relative_information_score: 0.0984, mean_absolute_error: 0.4522, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6132, number_of_instances: 3751, precision: 0.6886, predictive_accuracy: 0.6132, prior_entropy: 0.9948, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4734, root_relative_squared_error: 0.9501, unweighted_recall: 0.5812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5218, f_measure: 0.3825, kappa: 0.0013, kb_relative_information_score: 0.0034, mean_absolute_error: 0.4948, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5428, number_of_instances: 3751, precision: 0.7519, predictive_accuracy: 0.5428, prior_entropy: 0.9948, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9978, unweighted_recall: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.759, kappa: 0.5144, kb_relative_information_score: 0.3339, mean_absolute_error: 0.3456, mean_prior_absolute_error: 0.4964, weighted_recall: 0.759, number_of_instances: 3751, precision: 0.7589, predictive_accuracy: 0.759, prior_entropy: 0.9948, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.415, root_relative_squared_error: 0.8329, unweighted_recall: 0.7571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, f_measure: 0.7889, kappa: 0.5749, kb_relative_information_score: 0.4224, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7889, number_of_instances: 3751, precision: 0.789, predictive_accuracy: 0.7889, prior_entropy: 0.9948, relative_absolute_error: 0.6083, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3891, root_relative_squared_error: 0.7811, unweighted_recall: 0.7876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.6411, kappa: 0.2954, kb_relative_information_score: 0.084, mean_absolute_error: 0.4627, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6622, number_of_instances: 3751, precision: 0.6816, predictive_accuracy: 0.6622, prior_entropy: 0.9948, relative_absolute_error: 0.932, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4781, root_relative_squared_error: 0.9597, unweighted_recall: 0.6427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7712, f_measure: 0.7303, kappa: 0.4557, kb_relative_information_score: 0.2281, mean_absolute_error: 0.3982, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7318, number_of_instances: 3751, precision: 0.7316, predictive_accuracy: 0.7318, prior_entropy: 0.9948, relative_absolute_error: 0.8022, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.8879, unweighted_recall: 0.7262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8479, f_measure: 0.7835, kappa: 0.5645, kb_relative_information_score: 0.3896, mean_absolute_error: 0.3174, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7833, number_of_instances: 3751, precision: 0.784, predictive_accuracy: 0.7833, prior_entropy: 0.9948, relative_absolute_error: 0.6393, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.7994, unweighted_recall: 0.7829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7579, f_measure: 0.6947, kappa: 0.3892, kb_relative_information_score: 0.2212, mean_absolute_error: 0.3995, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6942, number_of_instances: 3751, precision: 0.6987, predictive_accuracy: 0.6942, prior_entropy: 0.9948, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4502, root_relative_squared_error: 0.9036, unweighted_recall: 0.6962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.7009, kappa: 0.4009, kb_relative_information_score: 0.2319, mean_absolute_error: 0.3944, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7003, number_of_instances: 3751, precision: 0.7042, predictive_accuracy: 0.7003, prior_entropy: 0.9948, relative_absolute_error: 0.7944, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.8968, unweighted_recall: 0.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7666, f_measure: 0.6022, kappa: 0.2342, kb_relative_information_score: 0.1376, mean_absolute_error: 0.4366, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6358, number_of_instances: 3751, precision: 0.663, predictive_accuracy: 0.6358, prior_entropy: 0.9948, relative_absolute_error: 0.8795, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4662, root_relative_squared_error: 0.9357, unweighted_recall: 0.6122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7799, f_measure: 0.6435, kappa: 0.3073, kb_relative_information_score: 0.2097, mean_absolute_error: 0.4009, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6694, number_of_instances: 3751, precision: 0.7008, predictive_accuracy: 0.6694, prior_entropy: 0.9948, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.8969, unweighted_recall: 0.6477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8061, f_measure: 0.7516, kappa: 0.4988, kb_relative_information_score: 0.2824, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7531, number_of_instances: 3751, precision: 0.7534, predictive_accuracy: 0.7531, prior_entropy: 0.9948, relative_absolute_error: 0.752, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4248, root_relative_squared_error: 0.8527, unweighted_recall: 0.7474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.5901, kappa: 0.2342, kb_relative_information_score: 0.1365, mean_absolute_error: 0.4348, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6393, number_of_instances: 3751, precision: 0.7001, predictive_accuracy: 0.6393, prior_entropy: 0.9948, relative_absolute_error: 0.8759, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4645, root_relative_squared_error: 0.9323, unweighted_recall: 0.6111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.678, kappa: 0.3508, kb_relative_information_score: 0.1703, mean_absolute_error: 0.4218, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6817, number_of_instances: 3751, precision: 0.6816, predictive_accuracy: 0.6817, prior_entropy: 0.9948, relative_absolute_error: 0.8497, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4739, root_relative_squared_error: 0.9512, unweighted_recall: 0.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8399, f_measure: 0.781, kappa: 0.5594, kb_relative_information_score: 0.3701, mean_absolute_error: 0.3273, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7809, number_of_instances: 3751, precision: 0.7814, predictive_accuracy: 0.7809, prior_entropy: 0.9948, relative_absolute_error: 0.6593, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4033, root_relative_squared_error: 0.8094, unweighted_recall: 0.7802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.6755, kappa: 0.3595, kb_relative_information_score: 0.2482, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6921, number_of_instances: 3751, precision: 0.7132, predictive_accuracy: 0.6921, prior_entropy: 0.9948, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.437, root_relative_squared_error: 0.8772, unweighted_recall: 0.6741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7711, f_measure: 0.7244, kappa: 0.4439, kb_relative_information_score: 0.2048, mean_absolute_error: 0.4093, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7267, number_of_instances: 3751, precision: 0.7272, predictive_accuracy: 0.7267, prior_entropy: 0.9948, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4487, root_relative_squared_error: 0.9005, unweighted_recall: 0.7197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.6541, kappa: 0.3248, kb_relative_information_score: 0.2198, mean_absolute_error: 0.3962, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6772, number_of_instances: 3751, precision: 0.7063, predictive_accuracy: 0.6772, prior_entropy: 0.9948, relative_absolute_error: 0.7982, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4443, root_relative_squared_error: 0.8918, unweighted_recall: 0.6564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5152, f_measure: 0.3819, kappa: 0.0006, kb_relative_information_score: 0.0014, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5425, number_of_instances: 3751, precision: 0.7519, predictive_accuracy: 0.5425, prior_entropy: 0.9948, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.999, unweighted_recall: 0.5003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7071, f_measure: 0.531, kappa: 0.1556, kb_relative_information_score: 0.0891, mean_absolute_error: 0.4564, mean_prior_absolute_error: 0.4964, weighted_recall: 0.606, number_of_instances: 3751, precision: 0.6834, predictive_accuracy: 0.606, prior_entropy: 0.9948, relative_absolute_error: 0.9193, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4756, root_relative_squared_error: 0.9546, unweighted_recall: 0.5731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6168, f_measure: 0.4315, kappa: 0.0488, kb_relative_information_score: 0.0265, mean_absolute_error: 0.4846, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5623, number_of_instances: 3751, precision: 0.6867, predictive_accuracy: 0.5623, prior_entropy: 0.9948, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4909, root_relative_squared_error: 0.9854, unweighted_recall: 0.5226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6332, f_measure: 0.4433, kappa: 0.061, kb_relative_information_score: 0.0326, mean_absolute_error: 0.4819, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5673, number_of_instances: 3751, precision: 0.689, predictive_accuracy: 0.5673, prior_entropy: 0.9948, relative_absolute_error: 0.9708, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4895, root_relative_squared_error: 0.9824, unweighted_recall: 0.5283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, f_measure: 0.7694, kappa: 0.5348, kb_relative_information_score: 0.3658, mean_absolute_error: 0.3316, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7702, number_of_instances: 3751, precision: 0.77, predictive_accuracy: 0.7702, prior_entropy: 0.9948, relative_absolute_error: 0.668, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8152, unweighted_recall: 0.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.7205, kappa: 0.4372, kb_relative_information_score: 0.2764, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7203, number_of_instances: 3751, precision: 0.7207, predictive_accuracy: 0.7203, prior_entropy: 0.9948, relative_absolute_error: 0.752, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.8667, unweighted_recall: 0.7189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5635, f_measure: 0.3916, kappa: 0.0098, kb_relative_information_score: 0.0095, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5463, number_of_instances: 3751, precision: 0.6876, predictive_accuracy: 0.5463, prior_entropy: 0.9948, relative_absolute_error: 0.9911, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9943, unweighted_recall: 0.5045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5187, f_measure: 0.3825, kappa: 0.0013, kb_relative_information_score: 0.0019, mean_absolute_error: 0.4956, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5428, number_of_instances: 3751, precision: 0.7519, predictive_accuracy: 0.5428, prior_entropy: 0.9948, relative_absolute_error: 0.9982, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9987, unweighted_recall: 0.5006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5736, f_measure: 0.3957, kappa: 0.0142, kb_relative_information_score: 0.0114, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5481, number_of_instances: 3751, precision: 0.7045, predictive_accuracy: 0.5481, prior_entropy: 0.9948, relative_absolute_error: 0.9894, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9932, unweighted_recall: 0.5065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.7517, kappa: 0.4991, kb_relative_information_score: 0.2976, mean_absolute_error: 0.3649, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7526, number_of_instances: 3751, precision: 0.7522, predictive_accuracy: 0.7526, prior_entropy: 0.9948, relative_absolute_error: 0.735, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8505, unweighted_recall: 0.7483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5259, f_measure: 0.3831, kappa: 0.0019, kb_relative_information_score: 0.0039, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5431, number_of_instances: 3751, precision: 0.752, predictive_accuracy: 0.5431, prior_entropy: 0.9948, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9975, unweighted_recall: 0.5009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5047, f_measure: 0.3812, kappa: -0.0005, kb_relative_information_score: 0.0008, mean_absolute_error: 0.4961, mean_prior_absolute_error: 0.4964, weighted_recall: 0.542, number_of_instances: 3751, precision: 0.294, predictive_accuracy: 0.542, prior_entropy: 0.9948, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9995, unweighted_recall: 0.4998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.7653, kappa: 0.5272, kb_relative_information_score: 0.3388, mean_absolute_error: 0.3427, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7654, number_of_instances: 3751, precision: 0.7653, predictive_accuracy: 0.7654, prior_entropy: 0.9948, relative_absolute_error: 0.6903, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4133, root_relative_squared_error: 0.8295, unweighted_recall: 0.7635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.7047, kappa: 0.4057, kb_relative_information_score: 0.1515, mean_absolute_error: 0.4333, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7097, number_of_instances: 3751, precision: 0.7126, predictive_accuracy: 0.7097, prior_entropy: 0.9948, relative_absolute_error: 0.8727, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4628, root_relative_squared_error: 0.929, unweighted_recall: 0.6996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8013, f_measure: 0.6884, kappa: 0.3812, kb_relative_information_score: 0.2634, mean_absolute_error: 0.3761, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7014, number_of_instances: 3751, precision: 0.7176, predictive_accuracy: 0.7014, prior_entropy: 0.9948, relative_absolute_error: 0.7577, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4331, root_relative_squared_error: 0.8693, unweighted_recall: 0.6853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.6682, kappa: 0.3484, kb_relative_information_score: 0.2386, mean_absolute_error: 0.3874, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6875, number_of_instances: 3751, precision: 0.7129, predictive_accuracy: 0.6875, prior_entropy: 0.9948, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4391, root_relative_squared_error: 0.8813, unweighted_recall: 0.6683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.7294, kappa: 0.4548, kb_relative_information_score: 0.2797, mean_absolute_error: 0.3729, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7294, number_of_instances: 3751, precision: 0.7293, predictive_accuracy: 0.7294, prior_entropy: 0.9948, relative_absolute_error: 0.7511, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.8599, unweighted_recall: 0.7273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.59, f_measure: 0.4042, kappa: 0.021, kb_relative_information_score: 0.0152, mean_absolute_error: 0.4895, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5508, number_of_instances: 3751, precision: 0.672, predictive_accuracy: 0.5508, prior_entropy: 0.9948, relative_absolute_error: 0.986, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4938, root_relative_squared_error: 0.9912, unweighted_recall: 0.5097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6334, f_measure: 0.4433, kappa: 0.061, kb_relative_information_score: 0.0328, mean_absolute_error: 0.4819, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5673, number_of_instances: 3751, precision: 0.689, predictive_accuracy: 0.5673, prior_entropy: 0.9948, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4894, root_relative_squared_error: 0.9823, unweighted_recall: 0.5283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7044, f_measure: 0.5264, kappa: 0.1504, kb_relative_information_score: 0.0871, mean_absolute_error: 0.4573, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6038, number_of_instances: 3751, precision: 0.6836, predictive_accuracy: 0.6038, prior_entropy: 0.9948, relative_absolute_error: 0.9212, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4761, root_relative_squared_error: 0.9556, unweighted_recall: 0.5706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6989, f_measure: 0.5156, kappa: 0.1371, kb_relative_information_score: 0.0808, mean_absolute_error: 0.4602, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5982, number_of_instances: 3751, precision: 0.6801, predictive_accuracy: 0.5982, prior_entropy: 0.9948, relative_absolute_error: 0.927, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4776, root_relative_squared_error: 0.9586, unweighted_recall: 0.5643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.6049, kappa: 0.2536, kb_relative_information_score: 0.1556, mean_absolute_error: 0.426, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6473, number_of_instances: 3751, precision: 0.6997, predictive_accuracy: 0.6473, prior_entropy: 0.9948, relative_absolute_error: 0.8582, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9233, unweighted_recall: 0.6207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7591, f_measure: 0.6135, kappa: 0.266, kb_relative_information_score: 0.1697, mean_absolute_error: 0.4194, mean_prior_absolute_error: 0.4964, weighted_recall: 0.6526, number_of_instances: 3751, precision: 0.7021, predictive_accuracy: 0.6526, prior_entropy: 0.9948, relative_absolute_error: 0.8448, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4563, root_relative_squared_error: 0.916, unweighted_recall: 0.6268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8467, f_measure: 0.7776, kappa: 0.5515, kb_relative_information_score: 0.3999, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7779, number_of_instances: 3751, precision: 0.7776, predictive_accuracy: 0.7779, prior_entropy: 0.9948, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.3969, root_relative_squared_error: 0.7967, unweighted_recall: 0.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5326, f_measure: 0.3855, kappa: 0.0044, kb_relative_information_score: 0.005, mean_absolute_error: 0.4941, mean_prior_absolute_error: 0.4964, weighted_recall: 0.5441, number_of_instances: 3751, precision: 0.7523, predictive_accuracy: 0.5441, prior_entropy: 0.9948, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9969, unweighted_recall: 0.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.7663, kappa: 0.5284, kb_relative_information_score: 0.2989, mean_absolute_error: 0.3667, mean_prior_absolute_error: 0.4964, weighted_recall: 0.7673, number_of_instances: 3751, precision: 0.7672, predictive_accuracy: 0.7673, prior_entropy: 0.9948, relative_absolute_error: 0.7387, root_mean_prior_squared_error: 0.4982, root_mean_squared_error: 0.4168, root_relative_squared_error: 0.8365, unweighted_recall: 0.7626,

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