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: 0.7199, f_measure: 0.5631, kappa: 0.42, kb_relative_information_score: 2640.3439, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5584, predictive_accuracy: 0.5724, prior_entropy: 2.3005, recall: 0.5724, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.0662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6967, f_measure: 0.5362, kappa: 0.3839, kb_relative_information_score: 2471.1731, mean_absolute_error: 0.1482, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5343, predictive_accuracy: 0.5554, prior_entropy: 2.3005, recall: 0.5554, relative_absolute_error: 0.591, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.385, root_relative_squared_error: 1.0872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, f_measure: 0.39, kappa: 0.1834, kb_relative_information_score: 1672.0432, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4158, predictive_accuracy: 0.4784, prior_entropy: 2.3005, recall: 0.4784, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.417, root_relative_squared_error: 1.1776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.561, kappa: 0.135, kb_relative_information_score: 1505.8469, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4629, prior_entropy: 2.3005, recall: 0.4629, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4231, root_relative_squared_error: 1.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6052, f_measure: 0.4248, kappa: 0.2258, kb_relative_information_score: 1834.424, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.461, predictive_accuracy: 0.4933, prior_entropy: 2.3005, recall: 0.4933, relative_absolute_error: 0.6735, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.411, root_relative_squared_error: 1.1607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4693, f_measure: 0.2182, kappa: -0.0547, kb_relative_information_score: 251.5594, mean_absolute_error: 0.2549, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.207, predictive_accuracy: 0.2354, prior_entropy: 2.3005, recall: 0.2354, relative_absolute_error: 1.0164, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5049, root_relative_squared_error: 1.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5925, f_measure: 0.402, kappa: 0.2005, kb_relative_information_score: 1739.674, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4217, predictive_accuracy: 0.4846, prior_entropy: 2.3005, recall: 0.4846, relative_absolute_error: 0.6851, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4145, root_relative_squared_error: 1.1706,
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: 0.5444, kappa: 0.1006, kb_relative_information_score: 1405.0365, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4523, prior_entropy: 2.3005, recall: 0.4523, relative_absolute_error: 0.7281, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4273, root_relative_squared_error: 1.2068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5252, kappa: 0.0585, kb_relative_information_score: 1279.4243, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4392, prior_entropy: 2.3005, recall: 0.4392, relative_absolute_error: 0.7455, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4324, root_relative_squared_error: 1.2211,
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: 0.4699, f_measure: 0.1692, kappa: -0.0536, kb_relative_information_score: -71.2193, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1933, predictive_accuracy: 0.1677, prior_entropy: 2.3005, recall: 0.1677, relative_absolute_error: 1.1063, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5267, root_relative_squared_error: 1.4876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7174, f_measure: 0.5614, kappa: 0.4179, kb_relative_information_score: 2636.166, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5563, predictive_accuracy: 0.5734, prior_entropy: 2.3005, recall: 0.5734, relative_absolute_error: 0.5671, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3771, root_relative_squared_error: 1.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6726, f_measure: 0.5209, kappa: 0.3581, kb_relative_information_score: 2428.192, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5415, predictive_accuracy: 0.5595, prior_entropy: 2.3005, recall: 0.5595, relative_absolute_error: 0.5855, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3832, root_relative_squared_error: 1.0822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6959, f_measure: 0.5356, kappa: 0.3829, kb_relative_information_score: 2468.5546, mean_absolute_error: 0.1483, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5344, predictive_accuracy: 0.5551, prior_entropy: 2.3005, recall: 0.5551, relative_absolute_error: 0.5914, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3851, root_relative_squared_error: 1.0876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5394, kappa: 0.0901, kb_relative_information_score: 1382.535, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4501, prior_entropy: 2.3005, recall: 0.4501, relative_absolute_error: 0.7309, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4281, root_relative_squared_error: 1.2091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5985, f_measure: 0.4091, kappa: 0.2085, kb_relative_information_score: 1736.4232, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4374, predictive_accuracy: 0.4796, prior_entropy: 2.3005, recall: 0.4796, relative_absolute_error: 0.6918, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4165, root_relative_squared_error: 1.1763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.524, f_measure: 0.2818, kappa: 0.0438, kb_relative_information_score: 693.0632, mean_absolute_error: 0.2331, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2773, predictive_accuracy: 0.3008, prior_entropy: 2.3005, recall: 0.3008, relative_absolute_error: 0.9295, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4828, root_relative_squared_error: 1.3635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0003, kb_relative_information_score: 1094.7373, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4171, prior_entropy: 2.3005, recall: 0.4171, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4408, root_relative_squared_error: 1.2449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6911, f_measure: 0.5396, kappa: 0.3845, kb_relative_information_score: 2530.9003, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.5628, prior_entropy: 2.3005, recall: 0.5628, relative_absolute_error: 0.5812, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3818, root_relative_squared_error: 1.0782,
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: 0.5451, kappa: 0.0996, kb_relative_information_score: 1322.5296, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4299, prior_entropy: 2.3005, recall: 0.4299, relative_absolute_error: 0.7578, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4359, root_relative_squared_error: 1.2312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6858, f_measure: 0.5239, kappa: 0.3665, kb_relative_information_score: 2395.6634, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5247, predictive_accuracy: 0.5482, prior_entropy: 2.3005, recall: 0.5482, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3881, root_relative_squared_error: 1.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, f_measure: 0.5454, kappa: 0.3965, kb_relative_information_score: 2525.0968, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5413, predictive_accuracy: 0.56, prior_entropy: 2.3005, recall: 0.56, relative_absolute_error: 0.5849, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.383, root_relative_squared_error: 1.0816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7257, f_measure: 0.5671, kappa: 0.4244, kb_relative_information_score: 2657.5635, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5674, predictive_accuracy: 0.5682, prior_entropy: 2.3005, recall: 0.5682, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3794, root_relative_squared_error: 1.0715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4603, f_measure: 0.178, kappa: -0.0697, kb_relative_information_score: -16.898, mean_absolute_error: 0.2726, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1865, predictive_accuracy: 0.1822, prior_entropy: 2.3005, recall: 0.1822, relative_absolute_error: 1.087, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5221, root_relative_squared_error: 1.4745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, kappa: 0.0021, kb_relative_information_score: 1101.4011, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4179, prior_entropy: 2.3005, recall: 0.4179, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4405, root_relative_squared_error: 1.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5962, f_measure: 0.4073, kappa: 0.2074, kb_relative_information_score: 1761.082, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4471, predictive_accuracy: 0.4863, prior_entropy: 2.3005, recall: 0.4863, relative_absolute_error: 0.6829, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4138, root_relative_squared_error: 1.1687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5901, f_measure: 0.4006, kappa: 0.1973, kb_relative_information_score: 1739.9755, mean_absolute_error: 0.1716, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4245, predictive_accuracy: 0.4853, prior_entropy: 2.3005, recall: 0.4853, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4142, root_relative_squared_error: 1.1698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5956, f_measure: 0.4051, kappa: 0.2053, kb_relative_information_score: 1746.617, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4316, predictive_accuracy: 0.4838, prior_entropy: 2.3005, recall: 0.4838, relative_absolute_error: 0.6861, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4148, root_relative_squared_error: 1.1715,
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: 0.5943, f_measure: 0.3962, kappa: 0.1873, kb_relative_information_score: 1507.4071, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3886, predictive_accuracy: 0.4229, prior_entropy: 2.3005, recall: 0.4229, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4386, root_relative_squared_error: 1.2388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7149, f_measure: 0.5539, kappa: 0.4072, kb_relative_information_score: 2562.1408, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5509, predictive_accuracy: 0.5608, prior_entropy: 2.3005, recall: 0.5608, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3826, root_relative_squared_error: 1.0806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.3232, kappa: 0.1023, kb_relative_information_score: 948.1485, mean_absolute_error: 0.2226, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3305, predictive_accuracy: 0.3321, prior_entropy: 2.3005, recall: 0.3321, relative_absolute_error: 0.8878, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4718, root_relative_squared_error: 1.3326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.5532, kappa: 0.404, kb_relative_information_score: 2620.9593, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5508, predictive_accuracy: 0.5731, prior_entropy: 2.3005, recall: 0.5731, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3772, root_relative_squared_error: 1.0654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5207, kappa: 0.0488, kb_relative_information_score: 1254.6673, mean_absolute_error: 0.1879, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4363, prior_entropy: 2.3005, recall: 0.4363, relative_absolute_error: 0.7494, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4335, root_relative_squared_error: 1.2243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6201, f_measure: 0.4452, kappa: 0.2527, kb_relative_information_score: 1926.8679, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4688, predictive_accuracy: 0.5007, prior_entropy: 2.3005, recall: 0.5007, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.408, root_relative_squared_error: 1.1522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4722, f_measure: 0.2281, kappa: -0.048, kb_relative_information_score: 315.9839, mean_absolute_error: 0.2518, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2209, predictive_accuracy: 0.2445, prior_entropy: 2.3005, recall: 0.2445, relative_absolute_error: 1.0042, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.4173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4701, f_measure: 0.171, kappa: -0.0533, kb_relative_information_score: -64.6384, mean_absolute_error: 0.2769, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1949, predictive_accuracy: 0.1692, prior_entropy: 2.3005, recall: 0.1692, relative_absolute_error: 1.1044, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5263, root_relative_squared_error: 1.4863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5792, f_measure: 0.3689, kappa: 0.1536, kb_relative_information_score: 1316.3964, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3577, predictive_accuracy: 0.3985, prior_entropy: 2.3005, recall: 0.3985, relative_absolute_error: 0.7996, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4478, root_relative_squared_error: 1.2646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7006, f_measure: 0.5376, kappa: 0.3864, kb_relative_information_score: 2469.0653, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5321, predictive_accuracy: 0.5531, prior_entropy: 2.3005, recall: 0.5531, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.386, root_relative_squared_error: 1.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7261, f_measure: 0.5691, kappa: 0.4268, kb_relative_information_score: 2682.0259, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5693, predictive_accuracy: 0.5704, prior_entropy: 2.3005, recall: 0.5704, relative_absolute_error: 0.571, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3784, root_relative_squared_error: 1.0687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.589, kappa: 0.1951, kb_relative_information_score: 1723.9015, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4809, prior_entropy: 2.3005, recall: 0.4809, relative_absolute_error: 0.6901, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.416, root_relative_squared_error: 1.1748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6063, f_measure: 0.4148, kappa: 0.2119, kb_relative_information_score: 1642.2627, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4115, predictive_accuracy: 0.4472, prior_entropy: 2.3005, recall: 0.4472, relative_absolute_error: 0.7348, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4293, root_relative_squared_error: 1.2123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.2372, kappa: -0.027, kb_relative_information_score: 362.7833, mean_absolute_error: 0.2492, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2313, predictive_accuracy: 0.2524, prior_entropy: 2.3005, recall: 0.2524, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4992, root_relative_squared_error: 1.4099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6968, f_measure: 0.5368, kappa: 0.3847, kb_relative_information_score: 2477.2015, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.5564, prior_entropy: 2.3005, recall: 0.5564, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3845, root_relative_squared_error: 1.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6786, f_measure: 0.5258, kappa: 0.3666, kb_relative_information_score: 2452.0716, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5404, predictive_accuracy: 0.5619, prior_entropy: 2.3005, recall: 0.5619, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3821, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4759, f_measure: 0.2347, kappa: -0.0456, kb_relative_information_score: 418.2612, mean_absolute_error: 0.243, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2304, predictive_accuracy: 0.271, prior_entropy: 2.3005, recall: 0.271, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4929, root_relative_squared_error: 1.3922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6007, f_measure: 0.4132, kappa: 0.2131, kb_relative_information_score: 1756.7618, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4394, predictive_accuracy: 0.4814, prior_entropy: 2.3005, recall: 0.4814, relative_absolute_error: 0.6894, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.1743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4895, kappa: -0.0221, kb_relative_information_score: 793.0349, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3498, prior_entropy: 2.3005, recall: 0.3498, relative_absolute_error: 0.8643, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4656, root_relative_squared_error: 1.3148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7156, f_measure: 0.5553, kappa: 0.409, kb_relative_information_score: 2575.0597, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5525, predictive_accuracy: 0.5619, prior_entropy: 2.3005, recall: 0.5619, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3821, root_relative_squared_error: 1.0792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5771, f_measure: 0.3681, kappa: 0.1515, kb_relative_information_score: 1331.0848, mean_absolute_error: 0.1991, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3584, predictive_accuracy: 0.4027, prior_entropy: 2.3005, recall: 0.4027, relative_absolute_error: 0.7939, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4462, root_relative_squared_error: 1.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7026, f_measure: 0.5402, kappa: 0.3895, kb_relative_information_score: 2484.4281, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5337, predictive_accuracy: 0.5543, prior_entropy: 2.3005, recall: 0.5543, relative_absolute_error: 0.5925, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3855, root_relative_squared_error: 1.0886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.2546, kappa: -0.0002, kb_relative_information_score: 455.6209, mean_absolute_error: 0.2445, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2465, predictive_accuracy: 0.2666, prior_entropy: 2.3005, recall: 0.2666, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4944, root_relative_squared_error: 1.3964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5953, f_measure: 0.4073, kappa: 0.2063, kb_relative_information_score: 1762.2392, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4554, predictive_accuracy: 0.4868, prior_entropy: 2.3005, recall: 0.4868, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4136, root_relative_squared_error: 1.1682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6827, f_measure: 0.5198, kappa: 0.3607, kb_relative_information_score: 2366.503, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5209, predictive_accuracy: 0.5445, prior_entropy: 2.3005, recall: 0.5445, relative_absolute_error: 0.6055, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3897, root_relative_squared_error: 1.1005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5796, f_measure: 0.3573, kappa: 0.1442, kb_relative_information_score: 1132.9662, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3645, predictive_accuracy: 0.3583, prior_entropy: 2.3005, recall: 0.3583, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4625, root_relative_squared_error: 1.3062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, f_measure: 0.5254, kappa: 0.3682, kb_relative_information_score: 2412.938, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5521, prior_entropy: 2.3005, recall: 0.5521, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3864, root_relative_squared_error: 1.0912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.2531, kappa: -0.0056, kb_relative_information_score: 442.4799, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2442, predictive_accuracy: 0.2671, prior_entropy: 2.3005, recall: 0.2671, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4943, root_relative_squared_error: 1.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5509, kappa: 0.1136, kb_relative_information_score: 1435.3868, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4549, prior_entropy: 2.3005, recall: 0.4549, relative_absolute_error: 0.7246, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4263, root_relative_squared_error: 1.2039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.536, kappa: 0.0812, kb_relative_information_score: 1334.0234, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4439, prior_entropy: 2.3005, recall: 0.4439, relative_absolute_error: 0.7392, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4305, root_relative_squared_error: 1.2159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4869, f_measure: 0.2397, kappa: -0.0259, kb_relative_information_score: 384.8848, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.23, predictive_accuracy: 0.2596, prior_entropy: 2.3005, recall: 0.2596, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4968, root_relative_squared_error: 1.4031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.52, f_measure: 0.2879, kappa: 0.0393, kb_relative_information_score: 1000.54, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.269, predictive_accuracy: 0.3815, prior_entropy: 2.3005, recall: 0.3815, relative_absolute_error: 0.8222, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4541, root_relative_squared_error: 1.2824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.558, kappa: 0.1307, kb_relative_information_score: 1514.6115, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4652, prior_entropy: 2.3005, recall: 0.4652, relative_absolute_error: 0.7109, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4222, root_relative_squared_error: 1.1925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.3741, kappa: 0.1645, kb_relative_information_score: 1425.8193, mean_absolute_error: 0.1927, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3791, predictive_accuracy: 0.4219, prior_entropy: 2.3005, recall: 0.4219, relative_absolute_error: 0.7685, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.439, root_relative_squared_error: 1.2398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6898, f_measure: 0.529, kappa: 0.3734, kb_relative_information_score: 2428.9651, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5293, predictive_accuracy: 0.5512, prior_entropy: 2.3005, recall: 0.5512, relative_absolute_error: 0.5966, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3868, root_relative_squared_error: 1.0924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.622, f_measure: 0.4443, kappa: 0.2605, kb_relative_information_score: 1984.1101, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4917, predictive_accuracy: 0.5131, prior_entropy: 2.3005, recall: 0.5131, relative_absolute_error: 0.6473, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4029, root_relative_squared_error: 1.1378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, kappa: 0.0009, kb_relative_information_score: 1099.2401, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4178, prior_entropy: 2.3005, recall: 0.4178, relative_absolute_error: 0.7739, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4405, root_relative_squared_error: 1.2442,
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: 0.5766, kappa: 0.1659, kb_relative_information_score: 1594.9141, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4703, prior_entropy: 2.3005, recall: 0.4703, relative_absolute_error: 0.7042, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4202, root_relative_squared_error: 1.1868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5654, kappa: 0.1421, kb_relative_information_score: 1510.0074, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4619, prior_entropy: 2.3005, recall: 0.4619, relative_absolute_error: 0.7153, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4235, root_relative_squared_error: 1.1961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5274, kappa: 0.0629, kb_relative_information_score: 1286.9326, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4397, prior_entropy: 2.3005, recall: 0.4397, relative_absolute_error: 0.7448, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4322, root_relative_squared_error: 1.2206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6213, f_measure: 0.4356, kappa: 0.243, kb_relative_information_score: 1797.1588, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4373, predictive_accuracy: 0.4653, prior_entropy: 2.3005, recall: 0.4653, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4222, root_relative_squared_error: 1.1923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5994, f_measure: 0.4111, kappa: 0.2106, kb_relative_information_score: 1747.266, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4396, predictive_accuracy: 0.4807, prior_entropy: 2.3005, recall: 0.4807, relative_absolute_error: 0.6903, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.416, root_relative_squared_error: 1.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0002, kb_relative_information_score: 1095.6241, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4173, prior_entropy: 2.3005, recall: 0.4173, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4407, root_relative_squared_error: 1.2447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6723, f_measure: 0.5088, kappa: 0.3448, kb_relative_information_score: 2299.2026, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.514, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6123, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3918, root_relative_squared_error: 1.1066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, f_measure: 0.5772, kappa: 0.4381, kb_relative_information_score: 2748.181, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5738, predictive_accuracy: 0.5829, prior_entropy: 2.3005, recall: 0.5829, relative_absolute_error: 0.5545, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3729, root_relative_squared_error: 1.0531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6586, f_measure: 0.4741, kappa: 0.2979, kb_relative_information_score: 1986.0192, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4873, predictive_accuracy: 0.4761, prior_entropy: 2.3005, recall: 0.4761, relative_absolute_error: 0.6964, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4179, root_relative_squared_error: 1.1802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5243, kappa: 0.0565, kb_relative_information_score: 1274.0903, 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: 0.6904, f_measure: 0.5408, kappa: 0.3871, kb_relative_information_score: 2547.5538, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5491, predictive_accuracy: 0.5713, prior_entropy: 2.3005, recall: 0.5713, relative_absolute_error: 0.5699, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.378, root_relative_squared_error: 1.0677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5929, f_measure: 0.4035, kappa: 0.202, kb_relative_information_score: 1749.8918, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4446, predictive_accuracy: 0.4861, prior_entropy: 2.3005, recall: 0.4861, relative_absolute_error: 0.6831, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4139, root_relative_squared_error: 1.1689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4731, f_measure: 0.224, kappa: -0.0457, kb_relative_information_score: 285.9171, mean_absolute_error: 0.2545, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2211, predictive_accuracy: 0.2365, prior_entropy: 2.3005, recall: 0.2365, relative_absolute_error: 1.0149, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5045, root_relative_squared_error: 1.4248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5674, f_measure: 0.3653, kappa: 0.1522, kb_relative_information_score: 1595.4894, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4877, predictive_accuracy: 0.472, prior_entropy: 2.3005, recall: 0.472, relative_absolute_error: 0.7018, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4195, root_relative_squared_error: 1.1848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.2797, kappa: 0.0273, kb_relative_information_score: 673.292, mean_absolute_error: 0.2318, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2684, predictive_accuracy: 0.3047, prior_entropy: 2.3005, recall: 0.3047, relative_absolute_error: 0.9243, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4814, root_relative_squared_error: 1.3597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5518, kappa: 0.1183, kb_relative_information_score: 1479.3012, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4613, prior_entropy: 2.3005, recall: 0.4613, relative_absolute_error: 0.7161, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4238, root_relative_squared_error: 1.1968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7046, f_measure: 0.5466, kappa: 0.3984, kb_relative_information_score: 2543.5557, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5454, predictive_accuracy: 0.5649, prior_entropy: 2.3005, recall: 0.5649, relative_absolute_error: 0.5784, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3808, root_relative_squared_error: 1.0756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7151, f_measure: 0.5668, kappa: 0.4237, kb_relative_information_score: 2706.6778, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5627, predictive_accuracy: 0.5839, prior_entropy: 2.3005, recall: 0.5839, relative_absolute_error: 0.5532, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3724, root_relative_squared_error: 1.0519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6743, f_measure: 0.5107, kappa: 0.3473, kb_relative_information_score: 2308.5406, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.514, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6123, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3918, root_relative_squared_error: 1.1066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4723, f_measure: 0.1709, kappa: -0.0498, kb_relative_information_score: -62.8624, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.1972, predictive_accuracy: 0.1685, prior_entropy: 2.3005, recall: 0.1685, relative_absolute_error: 1.1053, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5265, root_relative_squared_error: 1.4869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.2831, kappa: 0.0298, kb_relative_information_score: 805.5365, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2719, predictive_accuracy: 0.3341, prior_entropy: 2.3005, recall: 0.3341, relative_absolute_error: 0.8852, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4711, root_relative_squared_error: 1.3306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, kappa: 0.0005, kb_relative_information_score: 1097.148, 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: 0.672, f_measure: 0.5091, kappa: 0.3452, kb_relative_information_score: 2305.2243, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5146, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.6108, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3913, root_relative_squared_error: 1.1053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.601, f_measure: 0.4162, kappa: 0.2165, kb_relative_information_score: 1790.3347, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4525, predictive_accuracy: 0.4876, prior_entropy: 2.3005, recall: 0.4876, relative_absolute_error: 0.6811, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4133, root_relative_squared_error: 1.1672,
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: 0.5008, kappa: 0.0018, kb_relative_information_score: 1100.1957, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4178, prior_entropy: 2.3005, recall: 0.4178, relative_absolute_error: 0.7739, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4405, root_relative_squared_error: 1.2442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4785, f_measure: 0.2211, kappa: -0.0346, kb_relative_information_score: 252.2671, mean_absolute_error: 0.2582, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2258, predictive_accuracy: 0.2254, prior_entropy: 2.3005, recall: 0.2254, relative_absolute_error: 1.0297, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5081, root_relative_squared_error: 1.4351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6628, f_measure: 0.4999, kappa: 0.3307, kb_relative_information_score: 2247.5438, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5124, 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: 0.6557, f_measure: 0.489, kappa: 0.3163, kb_relative_information_score: 2177.9736, mean_absolute_error: 0.1577, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4984, predictive_accuracy: 0.5268, prior_entropy: 2.3005, recall: 0.5268, relative_absolute_error: 0.629, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3972, root_relative_squared_error: 1.1217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, f_measure: 0.3245, kappa: 0.0862, kb_relative_information_score: 990.9047, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3229, predictive_accuracy: 0.3514, prior_entropy: 2.3005, recall: 0.3514, relative_absolute_error: 0.8621, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.465, root_relative_squared_error: 1.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4923, kappa: -0.0147, kb_relative_information_score: 958.3366, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3869, prior_entropy: 2.3005, recall: 0.3869, relative_absolute_error: 0.815, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4521, root_relative_squared_error: 1.2768,

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