OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

19084 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: 0.4782, f_measure: 0.3158, kappa: -0.0392, kb_relative_information_score: 94.5661, mean_absolute_error: 0.4336, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3499, predictive_accuracy: 0.3496, prior_entropy: 1.5392, recall: 0.3496, relative_absolute_error: 1.0064, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6585, root_relative_squared_error: 1.4188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6091, f_measure: 0.4938, kappa: 0.2151, kb_relative_information_score: 403.5867, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4952, predictive_accuracy: 0.4942, prior_entropy: 1.5392, recall: 0.4942, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5807, root_relative_squared_error: 1.2511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5205, kappa: 0.043, kb_relative_information_score: 254.7474, mean_absolute_error: 0.3711, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4433, prior_entropy: 1.5392, recall: 0.4433, relative_absolute_error: 0.8614, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6092, root_relative_squared_error: 1.3126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4416, kappa: -0.1165, kb_relative_information_score: 33.4569, mean_absolute_error: 0.449, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.3265, prior_entropy: 1.5392, recall: 0.3265, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6701, root_relative_squared_error: 1.4437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5294, f_measure: 0.3385, kappa: 0.0649, kb_relative_information_score: 281.004, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4783, predictive_accuracy: 0.4528, prior_entropy: 1.5392, recall: 0.4528, relative_absolute_error: 0.8467, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.604, root_relative_squared_error: 1.3014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5864, f_measure: 0.4628, kappa: 0.171, kb_relative_information_score: 342.5881, mean_absolute_error: 0.358, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4636, predictive_accuracy: 0.463, prior_entropy: 1.5392, recall: 0.463, relative_absolute_error: 0.831, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5983, root_relative_squared_error: 1.2892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6356, f_measure: 0.5273, kappa: 0.2668, kb_relative_information_score: 473.1907, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5279, predictive_accuracy: 0.5295, prior_entropy: 1.5392, recall: 0.5295, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.56, root_relative_squared_error: 1.2067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4452, f_measure: 0.2505, kappa: -0.1098, kb_relative_information_score: -95.8712, mean_absolute_error: 0.5015, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.281, predictive_accuracy: 0.2478, prior_entropy: 1.5392, recall: 0.2478, relative_absolute_error: 1.164, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.7081, root_relative_squared_error: 1.5258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6482, f_measure: 0.5437, kappa: 0.2923, kb_relative_information_score: 508.842, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5441, predictive_accuracy: 0.5479, prior_entropy: 1.5392, recall: 0.5479, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.549, root_relative_squared_error: 1.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6168, f_measure: 0.4994, kappa: 0.2277, kb_relative_information_score: 413.1787, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5051, predictive_accuracy: 0.4969, prior_entropy: 1.5392, recall: 0.4969, relative_absolute_error: 0.7784, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.2478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.5406, kappa: 0.2885, kb_relative_information_score: 501.2369, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5401, predictive_accuracy: 0.5418, prior_entropy: 1.5392, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.648, f_measure: 0.5439, kappa: 0.2934, kb_relative_information_score: 512.2345, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5462, predictive_accuracy: 0.5506, prior_entropy: 1.5392, recall: 0.5506, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5474, root_relative_squared_error: 1.1794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.4497, kappa: 0.1507, kb_relative_information_score: 339.7985, mean_absolute_error: 0.3544, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4545, predictive_accuracy: 0.4684, prior_entropy: 1.5392, recall: 0.4684, relative_absolute_error: 0.8226, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5953, root_relative_squared_error: 1.2827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4855, f_measure: 0.3485, kappa: -0.0245, kb_relative_information_score: 124.1257, mean_absolute_error: 0.4232, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.37, predictive_accuracy: 0.3652, prior_entropy: 1.5392, recall: 0.3652, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6505, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6366, f_measure: 0.522, kappa: 0.2679, kb_relative_information_score: 473.854, mean_absolute_error: 0.3114, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5371, predictive_accuracy: 0.5329, prior_entropy: 1.5392, recall: 0.5329, relative_absolute_error: 0.7228, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.558, root_relative_squared_error: 1.2023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6206, f_measure: 0.5087, kappa: 0.2379, kb_relative_information_score: 435.0488, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5085, predictive_accuracy: 0.5098, prior_entropy: 1.5392, recall: 0.5098, relative_absolute_error: 0.7585, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5716, root_relative_squared_error: 1.2317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5642, f_measure: 0.4358, kappa: 0.1326, kb_relative_information_score: 324.9865, mean_absolute_error: 0.3571, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4489, predictive_accuracy: 0.4644, prior_entropy: 1.5392, recall: 0.4644, relative_absolute_error: 0.8289, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5976, root_relative_squared_error: 1.2876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6523, f_measure: 0.549, kappa: 0.3008, kb_relative_information_score: 519.1777, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5491, predictive_accuracy: 0.5513, prior_entropy: 1.5392, recall: 0.5513, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.547, root_relative_squared_error: 1.1785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6535, f_measure: 0.5509, kappa: 0.3037, kb_relative_information_score: 523.6918, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5504, predictive_accuracy: 0.5533, prior_entropy: 1.5392, recall: 0.5533, relative_absolute_error: 0.6912, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5457, root_relative_squared_error: 1.1758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4901, f_measure: 0.3444, kappa: -0.0169, kb_relative_information_score: 124.2324, mean_absolute_error: 0.4236, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3465, predictive_accuracy: 0.3646, prior_entropy: 1.5392, recall: 0.3646, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6509, root_relative_squared_error: 1.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.489, f_measure: 0.3464, kappa: -0.0177, kb_relative_information_score: 123.8744, mean_absolute_error: 0.4241, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3495, predictive_accuracy: 0.3639, prior_entropy: 1.5392, recall: 0.3639, relative_absolute_error: 0.9843, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6512, root_relative_squared_error: 1.4031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, f_measure: 0.4601, kappa: 0.1622, kb_relative_information_score: 350.7708, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4615, predictive_accuracy: 0.4725, prior_entropy: 1.5392, recall: 0.4725, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.593, root_relative_squared_error: 1.2777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.5461, kappa: 0.2968, kb_relative_information_score: 514.8851, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.545, predictive_accuracy: 0.5513, prior_entropy: 1.5392, recall: 0.5513, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.547, root_relative_squared_error: 1.1785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.496, kappa: 0.2177, kb_relative_information_score: 409.2508, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4972, predictive_accuracy: 0.4969, prior_entropy: 1.5392, recall: 0.4969, relative_absolute_error: 0.7784, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.2478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6083, f_measure: 0.4961, kappa: 0.2161, kb_relative_information_score: 413.4644, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4976, predictive_accuracy: 0.5024, prior_entropy: 1.5392, recall: 0.5024, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.576, root_relative_squared_error: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4576, f_measure: 0.2913, kappa: -0.0823, kb_relative_information_score: 34.3653, mean_absolute_error: 0.4526, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3119, predictive_accuracy: 0.3211, prior_entropy: 1.5392, recall: 0.3211, relative_absolute_error: 1.0505, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6727, root_relative_squared_error: 1.4495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, f_measure: 0.3037, kappa: -0.0616, kb_relative_information_score: 54.2588, mean_absolute_error: 0.4476, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3324, predictive_accuracy: 0.3286, prior_entropy: 1.5392, recall: 0.3286, relative_absolute_error: 1.039, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.669, root_relative_squared_error: 1.4415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0002, kb_relative_information_score: 217.8916, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4613, f_measure: 0.2924, kappa: -0.0736, kb_relative_information_score: 42.5893, mean_absolute_error: 0.4508, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3252, predictive_accuracy: 0.3238, prior_entropy: 1.5392, recall: 0.3238, relative_absolute_error: 1.0463, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6714, root_relative_squared_error: 1.4466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5222, f_measure: 0.3982, kappa: 0.052, kb_relative_information_score: 212.9478, mean_absolute_error: 0.3974, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4074, predictive_accuracy: 0.4039, prior_entropy: 1.5392, recall: 0.4039, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6304, root_relative_squared_error: 1.3582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6087, f_measure: 0.4942, kappa: 0.2158, kb_relative_information_score: 405.7608, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4949, predictive_accuracy: 0.4942, prior_entropy: 1.5392, recall: 0.4942, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5807, root_relative_squared_error: 1.2511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4785, f_measure: 0.3388, kappa: -0.0387, kb_relative_information_score: 109.8842, mean_absolute_error: 0.4272, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3703, predictive_accuracy: 0.3591, prior_entropy: 1.5392, recall: 0.3591, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6536, root_relative_squared_error: 1.4084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.59, f_measure: 0.4716, kappa: 0.1801, kb_relative_information_score: 364.8722, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4697, predictive_accuracy: 0.4773, prior_entropy: 1.5392, recall: 0.4773, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5903, root_relative_squared_error: 1.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5163, kappa: 0.0345, kb_relative_information_score: 252.1553, mean_absolute_error: 0.3711, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4433, prior_entropy: 1.5392, recall: 0.4433, relative_absolute_error: 0.8614, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6092, root_relative_squared_error: 1.3126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4601, f_measure: 0.3128, kappa: -0.0774, kb_relative_information_score: 62.4572, mean_absolute_error: 0.4417, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.319, predictive_accuracy: 0.3374, prior_entropy: 1.5392, recall: 0.3374, relative_absolute_error: 1.0253, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6646, root_relative_squared_error: 1.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.644, f_measure: 0.5407, kappa: 0.287, kb_relative_information_score: 505.1247, mean_absolute_error: 0.3028, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5409, predictive_accuracy: 0.5458, prior_entropy: 1.5392, recall: 0.5458, relative_absolute_error: 0.7028, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5503, root_relative_squared_error: 1.1856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, f_measure: 0.5088, kappa: 0.2363, kb_relative_information_score: 438.5975, mean_absolute_error: 0.3241, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5103, predictive_accuracy: 0.5139, prior_entropy: 1.5392, recall: 0.5139, relative_absolute_error: 0.7522, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5693, root_relative_squared_error: 1.2266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4698, f_measure: 0.3256, kappa: -0.0568, kb_relative_information_score: 97.502, mean_absolute_error: 0.43, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3415, predictive_accuracy: 0.3551, prior_entropy: 1.5392, recall: 0.3551, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.4128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6472, f_measure: 0.5421, kappa: 0.2905, kb_relative_information_score: 506.5096, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5411, predictive_accuracy: 0.5472, prior_entropy: 1.5392, recall: 0.5472, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5494, root_relative_squared_error: 1.1838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4532, f_measure: 0.3053, kappa: -0.0903, kb_relative_information_score: 49.7581, mean_absolute_error: 0.4458, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3134, predictive_accuracy: 0.3313, prior_entropy: 1.5392, recall: 0.3313, relative_absolute_error: 1.0348, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6677, root_relative_squared_error: 1.4386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5761, f_measure: 0.455, kappa: 0.155, kb_relative_information_score: 341.1012, mean_absolute_error: 0.3548, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4562, predictive_accuracy: 0.4678, prior_entropy: 1.5392, recall: 0.4678, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5957, root_relative_squared_error: 1.2835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6161, f_measure: 0.5033, kappa: 0.2297, kb_relative_information_score: 424.2103, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5039, predictive_accuracy: 0.5037, prior_entropy: 1.5392, recall: 0.5037, relative_absolute_error: 0.7679, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5752, root_relative_squared_error: 1.2393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5122, f_measure: 0.2882, kappa: 0.0268, kb_relative_information_score: 242.1295, mean_absolute_error: 0.3757, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4252, predictive_accuracy: 0.4365, prior_entropy: 1.5392, recall: 0.4365, relative_absolute_error: 0.8719, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6129, root_relative_squared_error: 1.3206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4702, f_measure: 0.328, kappa: -0.0556, kb_relative_information_score: 88.5728, mean_absolute_error: 0.434, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3509, predictive_accuracy: 0.3489, prior_entropy: 1.5392, recall: 0.3489, relative_absolute_error: 1.0074, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6588, root_relative_squared_error: 1.4195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.4958, kappa: 0.2186, kb_relative_information_score: 408.1263, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4962, predictive_accuracy: 0.4963, prior_entropy: 1.5392, recall: 0.4963, relative_absolute_error: 0.7795, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5795, root_relative_squared_error: 1.2486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6056, f_measure: 0.4938, kappa: 0.2135, kb_relative_information_score: 411.349, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4927, predictive_accuracy: 0.4983, prior_entropy: 1.5392, recall: 0.4983, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6073, f_measure: 0.4915, kappa: 0.2117, kb_relative_information_score: 399.1237, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4919, predictive_accuracy: 0.4922, prior_entropy: 1.5392, recall: 0.4922, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5818, root_relative_squared_error: 1.2537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5932, f_measure: 0.4722, kappa: 0.1848, kb_relative_information_score: 362.6775, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4723, predictive_accuracy: 0.4725, prior_entropy: 1.5392, recall: 0.4725, relative_absolute_error: 0.8163, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.593, root_relative_squared_error: 1.2777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5784, f_measure: 0.4552, kappa: 0.16, kb_relative_information_score: 352.0608, mean_absolute_error: 0.3503, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4604, predictive_accuracy: 0.4745, prior_entropy: 1.5392, recall: 0.4745, relative_absolute_error: 0.8131, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5919, root_relative_squared_error: 1.2753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6029, f_measure: 0.4856, kappa: 0.205, kb_relative_information_score: 390.3012, mean_absolute_error: 0.3431, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4859, predictive_accuracy: 0.4854, prior_entropy: 1.5392, recall: 0.4854, relative_absolute_error: 0.7963, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5857, root_relative_squared_error: 1.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4818, f_measure: 0.3444, kappa: -0.0315, kb_relative_information_score: 118.9844, mean_absolute_error: 0.4245, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3773, predictive_accuracy: 0.3632, prior_entropy: 1.5392, recall: 0.3632, relative_absolute_error: 0.9854, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6516, root_relative_squared_error: 1.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.579, f_measure: 0.4565, kappa: 0.1574, kb_relative_information_score: 333.8912, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4541, predictive_accuracy: 0.4623, prior_entropy: 1.5392, recall: 0.4623, relative_absolute_error: 0.832, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.4698, kappa: 0.1812, kb_relative_information_score: 358.1169, mean_absolute_error: 0.353, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4697, predictive_accuracy: 0.4705, prior_entropy: 1.5392, recall: 0.4705, relative_absolute_error: 0.8194, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5942, root_relative_squared_error: 1.2802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6336, f_measure: 0.5269, kappa: 0.2649, kb_relative_information_score: 474.5757, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5284, predictive_accuracy: 0.5309, prior_entropy: 1.5392, recall: 0.5309, relative_absolute_error: 0.7259, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5592, root_relative_squared_error: 1.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4445, f_measure: 0.2497, kappa: -0.1109, kb_relative_information_score: -97.1908, mean_absolute_error: 0.5019, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.2794, predictive_accuracy: 0.2471, prior_entropy: 1.5392, recall: 0.2471, relative_absolute_error: 1.165, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.7085, root_relative_squared_error: 1.5265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6131, f_measure: 0.4996, kappa: 0.2238, kb_relative_information_score: 416.5993, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4998, predictive_accuracy: 0.5003, prior_entropy: 1.5392, recall: 0.5003, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5772, root_relative_squared_error: 1.2436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.622, f_measure: 0.5068, kappa: 0.2395, kb_relative_information_score: 430.8817, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5108, predictive_accuracy: 0.5044, prior_entropy: 1.5392, recall: 0.5044, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.2385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6305, f_measure: 0.5201, kappa: 0.2559, kb_relative_information_score: 457.6875, mean_absolute_error: 0.3186, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5206, predictive_accuracy: 0.5221, prior_entropy: 1.5392, recall: 0.5221, relative_absolute_error: 0.7396, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5645, root_relative_squared_error: 1.2162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6136, f_measure: 0.5021, kappa: 0.2258, kb_relative_information_score: 422.5846, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5035, predictive_accuracy: 0.5044, prior_entropy: 1.5392, recall: 0.5044, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.2385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4527, f_measure: 0.2674, kappa: -0.0963, kb_relative_information_score: -72.7656, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.2941, predictive_accuracy: 0.26, prior_entropy: 1.5392, recall: 0.26, relative_absolute_error: 1.1451, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.7024, root_relative_squared_error: 1.5134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5893, f_measure: 0.4714, kappa: 0.1802, kb_relative_information_score: 370.6973, mean_absolute_error: 0.3458, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4706, predictive_accuracy: 0.4813, prior_entropy: 1.5392, recall: 0.4813, relative_absolute_error: 0.8026, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.588, root_relative_squared_error: 1.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.605, f_measure: 0.4858, kappa: 0.2067, kb_relative_information_score: 388.9351, mean_absolute_error: 0.3435, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4874, predictive_accuracy: 0.4847, prior_entropy: 1.5392, recall: 0.4847, relative_absolute_error: 0.7973, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5861, root_relative_squared_error: 1.2628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.571, f_measure: 0.4471, kappa: 0.1454, kb_relative_information_score: 331.8153, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4503, predictive_accuracy: 0.4637, prior_entropy: 1.5392, recall: 0.4637, relative_absolute_error: 0.8299, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.598, root_relative_squared_error: 1.2884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.611, f_measure: 0.4963, kappa: 0.2193, kb_relative_information_score: 409.2764, mean_absolute_error: 0.3354, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4965, predictive_accuracy: 0.4969, prior_entropy: 1.5392, recall: 0.4969, relative_absolute_error: 0.7784, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5791, root_relative_squared_error: 1.2478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6303, f_measure: 0.5191, kappa: 0.2568, kb_relative_information_score: 456.889, mean_absolute_error: 0.3213, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5204, predictive_accuracy: 0.518, prior_entropy: 1.5392, recall: 0.518, relative_absolute_error: 0.7459, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5669, root_relative_squared_error: 1.2214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.615, f_measure: 0.502, kappa: 0.2276, kb_relative_information_score: 421.499, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5025, predictive_accuracy: 0.5024, prior_entropy: 1.5392, recall: 0.5024, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.576, root_relative_squared_error: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6152, f_measure: 0.502, kappa: 0.2278, kb_relative_information_score: 421.2574, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5026, predictive_accuracy: 0.5024, prior_entropy: 1.5392, recall: 0.5024, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.576, root_relative_squared_error: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.5488, kappa: 0.3003, kb_relative_information_score: 519.4846, mean_absolute_error: 0.2987, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5485, predictive_accuracy: 0.5519, prior_entropy: 1.5392, recall: 0.5519, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5465, root_relative_squared_error: 1.1776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6116, f_measure: 0.497, kappa: 0.2202, kb_relative_information_score: 410.4265, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4976, predictive_accuracy: 0.4976, prior_entropy: 1.5392, recall: 0.4976, relative_absolute_error: 0.7774, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5787, root_relative_squared_error: 1.2469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4722, f_measure: 0.3289, kappa: -0.052, kb_relative_information_score: 93.4146, mean_absolute_error: 0.4322, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3566, predictive_accuracy: 0.3517, prior_entropy: 1.5392, recall: 0.3517, relative_absolute_error: 1.0032, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6574, root_relative_squared_error: 1.4166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5523, f_measure: 0.425, kappa: 0.1063, kb_relative_information_score: 270.1615, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4239, predictive_accuracy: 0.4325, prior_entropy: 1.5392, recall: 0.4325, relative_absolute_error: 0.8782, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6151, root_relative_squared_error: 1.3254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5024, kappa: 0.0053, kb_relative_information_score: 222.4266, mean_absolute_error: 0.3806, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4291, prior_entropy: 1.5392, recall: 0.4291, relative_absolute_error: 0.8835, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.617, root_relative_squared_error: 1.3293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.4995, kappa: 0.2237, kb_relative_information_score: 416.7689, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4995, predictive_accuracy: 0.5003, prior_entropy: 1.5392, recall: 0.5003, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5772, root_relative_squared_error: 1.2436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6187, f_measure: 0.508, kappa: 0.2357, kb_relative_information_score: 434.5146, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5096, predictive_accuracy: 0.5098, prior_entropy: 1.5392, recall: 0.5098, relative_absolute_error: 0.7585, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5716, root_relative_squared_error: 1.2317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.647, f_measure: 0.5388, kappa: 0.2872, kb_relative_information_score: 494.9145, mean_absolute_error: 0.3087, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5434, predictive_accuracy: 0.537, prior_entropy: 1.5392, recall: 0.537, relative_absolute_error: 0.7165, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5556, root_relative_squared_error: 1.1971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6126, f_measure: 0.4994, kappa: 0.2234, kb_relative_information_score: 416.7689, mean_absolute_error: 0.3331, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4992, predictive_accuracy: 0.5003, prior_entropy: 1.5392, recall: 0.5003, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5772, root_relative_squared_error: 1.2436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.4864, kappa: 0.2027, kb_relative_information_score: 395.3626, mean_absolute_error: 0.3394, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4849, predictive_accuracy: 0.4908, prior_entropy: 1.5392, recall: 0.4908, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5826, root_relative_squared_error: 1.2553,

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