OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
Issue #Downvotes for this reason By


Metric:

18740 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: 0.4804, f_measure: 0.2346, kappa: -0.0354, kb_relative_information_score: 374.4831, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2343, predictive_accuracy: 0.2576, prior_entropy: 2.3005, recall: 0.2576, relative_absolute_error: 0.9868, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4975, root_relative_squared_error: 1.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5649, kappa: 0.1412, kb_relative_information_score: 1507.4621, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4616, prior_entropy: 2.3005, recall: 0.4616, relative_absolute_error: 0.7157, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4236, root_relative_squared_error: 1.1965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6272, f_measure: 0.452, kappa: 0.2694, kb_relative_information_score: 2010.9532, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.496, predictive_accuracy: 0.5132, prior_entropy: 2.3005, recall: 0.5132, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4028, root_relative_squared_error: 1.1376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5506, f_measure: 0.3294, kappa: 0.0981, kb_relative_information_score: 1005.6419, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3276, predictive_accuracy: 0.346, prior_entropy: 2.3005, recall: 0.346, relative_absolute_error: 0.8693, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4669, root_relative_squared_error: 1.3186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6069, f_measure: 0.4265, kappa: 0.2283, kb_relative_information_score: 1837.5756, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4595, predictive_accuracy: 0.4926, prior_entropy: 2.3005, recall: 0.4926, relative_absolute_error: 0.6744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4112, root_relative_squared_error: 1.1614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, f_measure: 0.5669, kappa: 0.4245, kb_relative_information_score: 2661.4448, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.565, predictive_accuracy: 0.5709, prior_entropy: 2.3005, recall: 0.5709, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3782, root_relative_squared_error: 1.0681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7262, f_measure: 0.5687, kappa: 0.4263, kb_relative_information_score: 2676.5119, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5695, predictive_accuracy: 0.5693, prior_entropy: 2.3005, recall: 0.5693, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3789, root_relative_squared_error: 1.0701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.474, f_measure: 0.224, kappa: -0.0482, kb_relative_information_score: 288.292, mean_absolute_error: 0.2523, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2153, predictive_accuracy: 0.2431, prior_entropy: 2.3005, recall: 0.2431, relative_absolute_error: 1.0062, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.4187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7104, f_measure: 0.5598, kappa: 0.4152, kb_relative_information_score: 2655.2404, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5582, predictive_accuracy: 0.5806, prior_entropy: 2.3005, recall: 0.5806, relative_absolute_error: 0.5575, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3739, root_relative_squared_error: 1.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.526, kappa: 0.0598, kb_relative_information_score: 1282.0292, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4395, prior_entropy: 2.3005, recall: 0.4395, relative_absolute_error: 0.745, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4322, root_relative_squared_error: 1.2207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6595, f_measure: 0.4932, kappa: 0.3219, kb_relative_information_score: 2196.8957, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5006, predictive_accuracy: 0.5273, prior_entropy: 2.3005, recall: 0.5273, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3969, root_relative_squared_error: 1.1211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.4977, kappa: 0.329, kb_relative_information_score: 2221.7586, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5031, predictive_accuracy: 0.5302, prior_entropy: 2.3005, recall: 0.5302, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3957, root_relative_squared_error: 1.1176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.5376, kappa: 0.3858, kb_relative_information_score: 2482.098, mean_absolute_error: 0.1477, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5357, predictive_accuracy: 0.557, prior_entropy: 2.3005, recall: 0.557, relative_absolute_error: 0.5888, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3843, root_relative_squared_error: 1.0852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6682, f_measure: 0.5138, kappa: 0.3468, kb_relative_information_score: 2366.9477, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5253, predictive_accuracy: 0.5474, prior_entropy: 2.3005, recall: 0.5474, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3884, root_relative_squared_error: 1.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6585, f_measure: 0.4929, kappa: 0.3237, kb_relative_information_score: 2223.1356, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5196, predictive_accuracy: 0.5333, prior_entropy: 2.3005, recall: 0.5333, relative_absolute_error: 0.6203, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3944, root_relative_squared_error: 1.1139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.5696, kappa: 0.4273, kb_relative_information_score: 2688.9831, mean_absolute_error: 0.1435, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.571, predictive_accuracy: 0.5695, prior_entropy: 2.3005, recall: 0.5695, relative_absolute_error: 0.5723, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3788, root_relative_squared_error: 1.0699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4916, f_measure: 0.2112, kappa: -0.0197, kb_relative_information_score: 141.6324, mean_absolute_error: 0.2647, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2348, predictive_accuracy: 0.2059, prior_entropy: 2.3005, recall: 0.2059, relative_absolute_error: 1.0555, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5145, root_relative_squared_error: 1.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.3149, kappa: 0.0832, kb_relative_information_score: 976.9546, mean_absolute_error: 0.2165, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3008, predictive_accuracy: 0.3506, prior_entropy: 2.3005, recall: 0.3506, relative_absolute_error: 0.8632, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4817, f_measure: 0.2332, kappa: -0.0338, kb_relative_information_score: 355.0006, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2251, predictive_accuracy: 0.253, prior_entropy: 2.3005, recall: 0.253, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.499, root_relative_squared_error: 1.4093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7064, f_measure: 0.5559, kappa: 0.4098, kb_relative_information_score: 2630.4593, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5565, predictive_accuracy: 0.5788, prior_entropy: 2.3005, recall: 0.5788, relative_absolute_error: 0.5599, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3747, root_relative_squared_error: 1.0583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5282, kappa: 0.0644, kb_relative_information_score: 1291.6852, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4405, prior_entropy: 2.3005, recall: 0.4405, relative_absolute_error: 0.7437, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4319, root_relative_squared_error: 1.2197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4701, f_measure: 0.1711, kappa: -0.0532, kb_relative_information_score: -61.0905, mean_absolute_error: 0.2768, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1948, predictive_accuracy: 0.1697, prior_entropy: 2.3005, recall: 0.1697, relative_absolute_error: 1.1037, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5261, root_relative_squared_error: 1.4858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5746, kappa: 0.1627, kb_relative_information_score: 1592.0559, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4719, prior_entropy: 2.3005, recall: 0.4719, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4196, root_relative_squared_error: 1.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.3621, kappa: 0.1477, kb_relative_information_score: 1199.6968, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3648, predictive_accuracy: 0.3728, prior_entropy: 2.3005, recall: 0.3728, relative_absolute_error: 0.8337, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4572, root_relative_squared_error: 1.2913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.5328, kappa: 0.3797, kb_relative_information_score: 2439.7672, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5291, predictive_accuracy: 0.5497, prior_entropy: 2.3005, recall: 0.5497, relative_absolute_error: 0.5986, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3874, root_relative_squared_error: 1.0942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4775, f_measure: 0.2225, kappa: -0.0414, kb_relative_information_score: 292.6, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2163, predictive_accuracy: 0.2403, prior_entropy: 2.3005, recall: 0.2403, relative_absolute_error: 1.0099, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5032, root_relative_squared_error: 1.4213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5223, f_measure: 0.2759, kappa: 0.0396, kb_relative_information_score: 658.8987, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2757, predictive_accuracy: 0.2941, prior_entropy: 2.3005, recall: 0.2941, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4851, root_relative_squared_error: 1.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5879, f_measure: 0.3985, kappa: 0.1942, kb_relative_information_score: 1741.5409, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4334, predictive_accuracy: 0.4874, prior_entropy: 2.3005, recall: 0.4874, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4134, root_relative_squared_error: 1.1674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5347, kappa: 0.0787, kb_relative_information_score: 1330.8142, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4444, prior_entropy: 2.3005, recall: 0.4444, relative_absolute_error: 0.7385, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4303, root_relative_squared_error: 1.2154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5792, f_measure: 0.3871, kappa: 0.1769, kb_relative_information_score: 1683.1436, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4321, predictive_accuracy: 0.481, prior_entropy: 2.3005, recall: 0.481, relative_absolute_error: 0.6898, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4159, root_relative_squared_error: 1.1747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7268, f_measure: 0.5706, kappa: 0.4289, kb_relative_information_score: 2694.5189, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5697, predictive_accuracy: 0.5727, prior_entropy: 2.3005, recall: 0.5727, relative_absolute_error: 0.5679, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3774, root_relative_squared_error: 1.0658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6672, f_measure: 0.5023, kappa: 0.3357, kb_relative_information_score: 2256.2725, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5089, predictive_accuracy: 0.5348, prior_entropy: 2.3005, recall: 0.5348, relative_absolute_error: 0.6184, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3938, root_relative_squared_error: 1.1121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5314, kappa: 0.0701, kb_relative_information_score: 1280.6039, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4356, prior_entropy: 2.3005, recall: 0.4356, relative_absolute_error: 0.7502, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4337, root_relative_squared_error: 1.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7107, f_measure: 0.5624, kappa: 0.418, kb_relative_information_score: 2680.7171, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5606, predictive_accuracy: 0.583, prior_entropy: 2.3005, recall: 0.583, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3728, root_relative_squared_error: 1.0529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, f_measure: 0.5422, kappa: 0.393, kb_relative_information_score: 2528.3567, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5458, predictive_accuracy: 0.5664, prior_entropy: 2.3005, recall: 0.5664, relative_absolute_error: 0.5764, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3802, root_relative_squared_error: 1.0738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5069, kappa: 0.0159, kb_relative_information_score: 1141.6639, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.423, prior_entropy: 2.3005, recall: 0.423, relative_absolute_error: 0.767, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4386, root_relative_squared_error: 1.2386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6741, f_measure: 0.5108, kappa: 0.3474, kb_relative_information_score: 2311.8042, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5145, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6118, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3917, root_relative_squared_error: 1.1063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5063, kappa: 0.0152, kb_relative_information_score: 1141.056, mean_absolute_error: 0.1927, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.422, prior_entropy: 2.3005, recall: 0.422, relative_absolute_error: 0.7683, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4389, root_relative_squared_error: 1.2396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5252, kappa: 0.0582, kb_relative_information_score: 1278.0248, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.439, prior_entropy: 2.3005, recall: 0.439, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4324, root_relative_squared_error: 1.2213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7256, f_measure: 0.5673, kappa: 0.4246, kb_relative_information_score: 2663.7203, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5684, predictive_accuracy: 0.5678, prior_entropy: 2.3005, recall: 0.5678, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3795, root_relative_squared_error: 1.0719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.593, f_measure: 0.4042, kappa: 0.2026, kb_relative_information_score: 1755.0352, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4507, predictive_accuracy: 0.4866, prior_entropy: 2.3005, recall: 0.4866, relative_absolute_error: 0.6825, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4137, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5708, f_measure: 0.3475, kappa: 0.1327, kb_relative_information_score: 1146.7279, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3581, predictive_accuracy: 0.3684, prior_entropy: 2.3005, recall: 0.3684, relative_absolute_error: 0.8395, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4588, root_relative_squared_error: 1.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5855, f_measure: 0.3737, kappa: 0.161, kb_relative_information_score: 1296.2763, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3669, predictive_accuracy: 0.3893, prior_entropy: 2.3005, recall: 0.3893, relative_absolute_error: 0.8117, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4512, root_relative_squared_error: 1.2742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7241, f_measure: 0.5689, kappa: 0.4276, kb_relative_information_score: 2683.1444, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5645, predictive_accuracy: 0.5771, prior_entropy: 2.3005, recall: 0.5771, relative_absolute_error: 0.5621, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3754, root_relative_squared_error: 1.0603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7249, f_measure: 0.5673, kappa: 0.4249, kb_relative_information_score: 2663.7653, mean_absolute_error: 0.1431, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5654, predictive_accuracy: 0.5708, prior_entropy: 2.3005, recall: 0.5708, relative_absolute_error: 0.5706, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3783, root_relative_squared_error: 1.0683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5156, f_measure: 0.2801, kappa: 0.0289, kb_relative_information_score: 672.2286, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2695, predictive_accuracy: 0.3053, prior_entropy: 2.3005, recall: 0.3053, relative_absolute_error: 0.9234, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4812, root_relative_squared_error: 1.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5057, f_measure: 0.2478, kappa: 0.007, kb_relative_information_score: 397.752, mean_absolute_error: 0.2487, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2516, predictive_accuracy: 0.2538, prior_entropy: 2.3005, recall: 0.2538, relative_absolute_error: 0.9918, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4987, root_relative_squared_error: 1.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5251, kappa: 0.0584, kb_relative_information_score: 1278.3863, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4385, prior_entropy: 2.3005, recall: 0.4385, relative_absolute_error: 0.7463, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4326, root_relative_squared_error: 1.2218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5891, kappa: 0.195, kb_relative_information_score: 1720.9931, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4801, prior_entropy: 2.3005, recall: 0.4801, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4163, root_relative_squared_error: 1.1758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, f_measure: 0.4053, kappa: 0.199, kb_relative_information_score: 1581.3393, mean_absolute_error: 0.1888, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3975, predictive_accuracy: 0.4336, prior_entropy: 2.3005, recall: 0.4336, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4345, root_relative_squared_error: 1.2271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.2548, kappa: 0.002, kb_relative_information_score: 558.4512, mean_absolute_error: 0.2385, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2449, predictive_accuracy: 0.2846, prior_entropy: 2.3005, recall: 0.2846, relative_absolute_error: 0.951, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4883, root_relative_squared_error: 1.3792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5427, f_measure: 0.3138, kappa: 0.0813, kb_relative_information_score: 898.7314, mean_absolute_error: 0.2232, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3162, predictive_accuracy: 0.3303, prior_entropy: 2.3005, recall: 0.3303, relative_absolute_error: 0.8902, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4725, root_relative_squared_error: 1.3344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5525, f_measure: 0.3413, kappa: 0.1206, kb_relative_information_score: 1499.2347, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.467, predictive_accuracy: 0.4627, prior_entropy: 2.3005, recall: 0.4627, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4232, root_relative_squared_error: 1.1952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.703, f_measure: 0.5403, kappa: 0.3893, kb_relative_information_score: 2483.2445, mean_absolute_error: 0.1492, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5341, predictive_accuracy: 0.5525, prior_entropy: 2.3005, recall: 0.5525, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3862, root_relative_squared_error: 1.0908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.3936, kappa: 0.1922, kb_relative_information_score: 1398.3228, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3887, predictive_accuracy: 0.3992, prior_entropy: 2.3005, recall: 0.3992, relative_absolute_error: 0.7987, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4475, root_relative_squared_error: 1.2639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6873, f_measure: 0.537, kappa: 0.3801, kb_relative_information_score: 2518.6297, mean_absolute_error: 0.1456, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5404, predictive_accuracy: 0.5631, prior_entropy: 2.3005, recall: 0.5631, relative_absolute_error: 0.5808, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3816, root_relative_squared_error: 1.0778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5822, kappa: 0.1823, kb_relative_information_score: 1687.6224, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4781, prior_entropy: 2.3005, recall: 0.4781, relative_absolute_error: 0.6937, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4171, root_relative_squared_error: 1.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, kappa: 0.0556, kb_relative_information_score: 1272.5664, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4384, prior_entropy: 2.3005, recall: 0.4384, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4327, root_relative_squared_error: 1.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4514, f_measure: 0.2008, kappa: -0.0868, kb_relative_information_score: 241.0878, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1878, predictive_accuracy: 0.2368, prior_entropy: 2.3005, recall: 0.2368, relative_absolute_error: 1.0144, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5044, root_relative_squared_error: 1.4245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5957, f_measure: 0.399, kappa: 0.1911, kb_relative_information_score: 1531.4519, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3935, predictive_accuracy: 0.4258, prior_entropy: 2.3005, recall: 0.4258, relative_absolute_error: 0.7633, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4375, root_relative_squared_error: 1.2356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.491, kappa: -0.0196, kb_relative_information_score: 922.5338, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3805, prior_entropy: 2.3005, recall: 0.3805, relative_absolute_error: 0.8235, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4544, root_relative_squared_error: 1.2834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5192, f_measure: 0.2717, kappa: 0.0306, kb_relative_information_score: 560.2662, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2658, predictive_accuracy: 0.2815, prior_entropy: 2.3005, recall: 0.2815, relative_absolute_error: 0.9551, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4894, root_relative_squared_error: 1.3822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5794, f_measure: 0.3696, kappa: 0.1537, kb_relative_information_score: 1322.6512, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3601, predictive_accuracy: 0.4009, prior_entropy: 2.3005, recall: 0.4009, relative_absolute_error: 0.7963, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, f_measure: 0.2858, kappa: 0.0336, kb_relative_information_score: 725.7708, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2766, predictive_accuracy: 0.3124, prior_entropy: 2.3005, recall: 0.3124, relative_absolute_error: 0.9141, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.3522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5719, kappa: 0.1566, kb_relative_information_score: 1569.2818, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4696, prior_entropy: 2.3005, recall: 0.4696, relative_absolute_error: 0.705, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.1875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.482, f_measure: 0.2342, kappa: -0.0326, kb_relative_information_score: 366.6825, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2285, predictive_accuracy: 0.2537, prior_entropy: 2.3005, recall: 0.2537, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4988, root_relative_squared_error: 1.4087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5632, f_measure: 0.3339, kappa: 0.1171, kb_relative_information_score: 1016.5989, mean_absolute_error: 0.2195, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3365, predictive_accuracy: 0.3415, prior_entropy: 2.3005, recall: 0.3415, relative_absolute_error: 0.8754, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4685, root_relative_squared_error: 1.3232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.5795, kappa: 0.4412, kb_relative_information_score: 2768.5491, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5757, predictive_accuracy: 0.586, prior_entropy: 2.3005, recall: 0.586, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.0492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4856, f_measure: 0.2373, kappa: -0.027, kb_relative_information_score: 333.1601, mean_absolute_error: 0.2513, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2392, predictive_accuracy: 0.246, prior_entropy: 2.3005, recall: 0.246, relative_absolute_error: 1.0023, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.4159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6692, f_measure: 0.5052, kappa: 0.339, kb_relative_information_score: 2273.7861, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5105, predictive_accuracy: 0.5356, prior_entropy: 2.3005, recall: 0.5356, relative_absolute_error: 0.6173, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3934, root_relative_squared_error: 1.1112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5487, f_measure: 0.312, kappa: 0.0894, kb_relative_information_score: 912.7922, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3433, predictive_accuracy: 0.3351, prior_entropy: 2.3005, recall: 0.3351, relative_absolute_error: 0.8839, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4708, root_relative_squared_error: 1.3296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5965, f_measure: 0.4114, kappa: 0.2126, kb_relative_information_score: 1817.3973, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4957, predictive_accuracy: 0.4972, prior_entropy: 2.3005, recall: 0.4972, relative_absolute_error: 0.6683, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4094, root_relative_squared_error: 1.1562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5698, f_measure: 0.373, kappa: 0.157, kb_relative_information_score: 1608.6596, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4256, predictive_accuracy: 0.4737, prior_entropy: 2.3005, recall: 0.4737, relative_absolute_error: 0.6996, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4189, root_relative_squared_error: 1.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5417, kappa: 0.0951, kb_relative_information_score: 1397.1423, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4521, prior_entropy: 2.3005, recall: 0.4521, relative_absolute_error: 0.7283, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4274, root_relative_squared_error: 1.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.665, f_measure: 0.4999, kappa: 0.3314, kb_relative_information_score: 2241.33, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.506, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.6227, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3952, root_relative_squared_error: 1.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5276, kappa: 0.0632, kb_relative_information_score: 1284.3888, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4385, prior_entropy: 2.3005, recall: 0.4385, relative_absolute_error: 0.7463, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4326, root_relative_squared_error: 1.2218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.4304, kappa: 0.2323, kb_relative_information_score: 1855.7249, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4632, predictive_accuracy: 0.4946, prior_entropy: 2.3005, recall: 0.4946, relative_absolute_error: 0.6718, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4104, root_relative_squared_error: 1.1592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7265, f_measure: 0.5709, kappa: 0.4294, kb_relative_information_score: 2698.2832, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5692, predictive_accuracy: 0.5744, prior_entropy: 2.3005, recall: 0.5744, relative_absolute_error: 0.5658, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.0638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 1096.5109, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.7744, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6037, f_measure: 0.4192, kappa: 0.2251, kb_relative_information_score: 1844.2257, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4568, predictive_accuracy: 0.4959, prior_entropy: 2.3005, recall: 0.4959, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4099, root_relative_squared_error: 1.1577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5414, kappa: 0.0932, kb_relative_information_score: 1373.5966, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4488, prior_entropy: 2.3005, recall: 0.4488, relative_absolute_error: 0.7326, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4286, root_relative_squared_error: 1.2106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.3686, kappa: 0.1539, kb_relative_information_score: 1354.3438, mean_absolute_error: 0.1973, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3626, predictive_accuracy: 0.408, prior_entropy: 2.3005, recall: 0.408, relative_absolute_error: 0.787, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4442, root_relative_squared_error: 1.2546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4781, f_measure: 0.2312, kappa: -0.0363, kb_relative_information_score: 355.4943, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2235, predictive_accuracy: 0.2496, prior_entropy: 2.3005, recall: 0.2496, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.4125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5242, f_measure: 0.2921, kappa: 0.0454, kb_relative_information_score: 752.4009, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2808, predictive_accuracy: 0.3156, prior_entropy: 2.3005, recall: 0.3156, relative_absolute_error: 0.9097, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4776, root_relative_squared_error: 1.3489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6674, f_measure: 0.5037, kappa: 0.3372, kb_relative_information_score: 2269.2145, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5112, predictive_accuracy: 0.5368, prior_entropy: 2.3005, recall: 0.5368, relative_absolute_error: 0.6157, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3929, root_relative_squared_error: 1.1098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, kappa: 0.005, kb_relative_information_score: 1109.2701, mean_absolute_error: 0.1937, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4189, prior_entropy: 2.3005, recall: 0.4189, relative_absolute_error: 0.7724, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4401, root_relative_squared_error: 1.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5371, kappa: 0.0839, kb_relative_information_score: 1344.5165, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4451, prior_entropy: 2.3005, recall: 0.4451, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4301, root_relative_squared_error: 1.2147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6136, f_measure: 0.437, kappa: 0.242, kb_relative_information_score: 1897.5453, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4706, predictive_accuracy: 0.5005, prior_entropy: 2.3005, recall: 0.5005, relative_absolute_error: 0.664, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.408, root_relative_squared_error: 1.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.5341, kappa: 0.3805, kb_relative_information_score: 2457.578, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5334, predictive_accuracy: 0.5533, prior_entropy: 2.3005, recall: 0.5533, relative_absolute_error: 0.5938, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3859, root_relative_squared_error: 1.0898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5187, f_measure: 0.2855, kappa: 0.0382, kb_relative_information_score: 1032.1064, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2976, predictive_accuracy: 0.3884, prior_entropy: 2.3005, recall: 0.3884, relative_absolute_error: 0.813, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4515, root_relative_squared_error: 1.2752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5637, f_measure: 0.3391, kappa: 0.1176, kb_relative_information_score: 1029.8513, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3438, predictive_accuracy: 0.3446, prior_entropy: 2.3005, recall: 0.3446, relative_absolute_error: 0.8713, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4674, root_relative_squared_error: 1.3201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, f_measure: 0.2894, kappa: 0.0577, kb_relative_information_score: 798.9627, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3387, predictive_accuracy: 0.3256, prior_entropy: 2.3005, recall: 0.3256, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4741, root_relative_squared_error: 1.3391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4899, f_measure: 0.241, kappa: -0.0187, kb_relative_information_score: 412.4785, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2335, predictive_accuracy: 0.2597, prior_entropy: 2.3005, recall: 0.2597, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4967, root_relative_squared_error: 1.4029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5895, kappa: 0.1778, kb_relative_information_score: 1504.6382, mean_absolute_error: 0.1861, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4416, prior_entropy: 2.3005, recall: 0.4416, relative_absolute_error: 0.7422, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4314, root_relative_squared_error: 1.2184,

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