Task
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: 0.7743, f_measure: 0.5403, kappa: 0.3887, kb_relative_information_score: 2542.6951, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5393, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.6495, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.9531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.5166, kappa: 0.3586, kb_relative_information_score: 2124.7477, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5097, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7889, f_measure: 0.5353, kappa: 0.3826, kb_relative_information_score: 2422.2384, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5308, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5279, kappa: 0.3727, kb_relative_information_score: 2333.5033, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5221, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7108, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.515, kappa: 0.3565, kb_relative_information_score: 2110.743, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5076, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5303, kappa: 0.3762, kb_relative_information_score: 2284.4413, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.525, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.5215, kappa: 0.3647, kb_relative_information_score: 2188.5679, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5148, predictive_accuracy: 0.533, prior_entropy: 2.3005, recall: 0.533, relative_absolute_error: 0.7241, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.5298, kappa: 0.3752, kb_relative_information_score: 2325.8673, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5249, predictive_accuracy: 0.5373, prior_entropy: 2.3005, recall: 0.5373, relative_absolute_error: 0.6953, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.9221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.5234, kappa: 0.3669, kb_relative_information_score: 2203.6984, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.517, predictive_accuracy: 0.5347, prior_entropy: 2.3005, recall: 0.5347, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.515, kappa: 0.3565, kb_relative_information_score: 2110.4523, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5076, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5305, kappa: 0.3766, kb_relative_information_score: 2237.6439, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5249, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5242, kappa: 0.3677, kb_relative_information_score: 2224.6477, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5178, predictive_accuracy: 0.5366, prior_entropy: 2.3005, recall: 0.5366, relative_absolute_error: 0.7284, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7766, f_measure: 0.5392, kappa: 0.3871, kb_relative_information_score: 2497.228, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5388, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.5366, kappa: 0.3841, kb_relative_information_score: 2507.1862, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7858, f_measure: 0.537, kappa: 0.3846, kb_relative_information_score: 2436.7058, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5335, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.6739, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.9308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5331, kappa: 0.3795, kb_relative_information_score: 2412.6395, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.53, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.693, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.9133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7968, f_measure: 0.5194, kappa: 0.3618, kb_relative_information_score: 2173.0419, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5119, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.5374, kappa: 0.385, kb_relative_information_score: 2533.1909, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5358, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.9344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, f_measure: 0.5425, kappa: 0.3914, kb_relative_information_score: 2523.139, mean_absolute_error: 0.1637, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5422, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.9538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.5415, kappa: 0.3905, kb_relative_information_score: 2530.3188, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5386, predictive_accuracy: 0.5463, prior_entropy: 2.3005, recall: 0.5463, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.9271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5149, kappa: 0.3564, kb_relative_information_score: 2110.6394, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5075, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, f_measure: 0.5145, kappa: 0.3559, kb_relative_information_score: 2108.3933, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5071, predictive_accuracy: 0.5304, prior_entropy: 2.3005, recall: 0.5304, relative_absolute_error: 0.7412, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7912, f_measure: 0.5303, kappa: 0.376, kb_relative_information_score: 2332.702, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5254, predictive_accuracy: 0.5379, prior_entropy: 2.3005, recall: 0.5379, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7895, f_measure: 0.5409, kappa: 0.3897, kb_relative_information_score: 2523.5857, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5385, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6653, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3284, root_relative_squared_error: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7921, f_measure: 0.535, kappa: 0.3819, kb_relative_information_score: 2421.2975, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.532, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, f_measure: 0.5438, kappa: 0.3937, kb_relative_information_score: 2466.4929, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5411, predictive_accuracy: 0.5479, prior_entropy: 2.3005, recall: 0.5479, relative_absolute_error: 0.6673, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.528, kappa: 0.373, kb_relative_information_score: 2264.1391, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5217, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.7225, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.5284, kappa: 0.3735, kb_relative_information_score: 2333.2996, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5227, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.711, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, f_measure: 0.5413, kappa: 0.3901, kb_relative_information_score: 2507.5512, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5394, predictive_accuracy: 0.5441, prior_entropy: 2.3005, recall: 0.5441, relative_absolute_error: 0.6574, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8035, f_measure: 0.5269, kappa: 0.3714, kb_relative_information_score: 2309.0104, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5207, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.5354, kappa: 0.3827, kb_relative_information_score: 2427.13, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5308, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.517, kappa: 0.3591, kb_relative_information_score: 2123.8854, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5103, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.738, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7863, f_measure: 0.5433, kappa: 0.3928, kb_relative_information_score: 2550.0168, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5409, predictive_accuracy: 0.5469, prior_entropy: 2.3005, recall: 0.5469, relative_absolute_error: 0.6588, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.5243, kappa: 0.3679, kb_relative_information_score: 2223.5609, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5179, predictive_accuracy: 0.5368, prior_entropy: 2.3005, recall: 0.5368, relative_absolute_error: 0.7289, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7855, f_measure: 0.5389, kappa: 0.3868, kb_relative_information_score: 2567.7617, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5388, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6546, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.332, root_relative_squared_error: 0.9376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.5409, kappa: 0.3896, kb_relative_information_score: 2582.2639, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5407, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.645, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7552, f_measure: 0.5451, kappa: 0.3948, kb_relative_information_score: 2625.8619, mean_absolute_error: 0.1567, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5465, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6247, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3515, root_relative_squared_error: 0.9927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.5244, kappa: 0.368, kb_relative_information_score: 2223.2663, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.518, predictive_accuracy: 0.5369, prior_entropy: 2.3005, recall: 0.5369, relative_absolute_error: 0.7288, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.5359, kappa: 0.3831, kb_relative_information_score: 2510.4592, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5345, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.33, root_relative_squared_error: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.5377, kappa: 0.3853, kb_relative_information_score: 2557.7448, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5375, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.9391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.5197, kappa: 0.3624, kb_relative_information_score: 2172.6353, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5123, predictive_accuracy: 0.5324, prior_entropy: 2.3005, recall: 0.5324, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.5392, kappa: 0.3874, kb_relative_information_score: 2459.2532, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5362, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.9323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.5333, kappa: 0.3798, kb_relative_information_score: 2368.5702, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5289, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7934, f_measure: 0.5318, kappa: 0.3781, kb_relative_information_score: 2313.0523, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5264, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6982, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.5286, kappa: 0.3737, kb_relative_information_score: 2267.4252, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5225, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.5313, kappa: 0.3774, kb_relative_information_score: 2315.044, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5259, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6977, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7714, f_measure: 0.5417, kappa: 0.3903, kb_relative_information_score: 2510.5745, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5411, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.6517, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.9641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5168, kappa: 0.3588, kb_relative_information_score: 2125.57, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.51, predictive_accuracy: 0.5314, prior_entropy: 2.3005, recall: 0.5314, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5273, kappa: 0.3719, kb_relative_information_score: 2330.3068, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5217, predictive_accuracy: 0.5379, prior_entropy: 2.3005, recall: 0.5379, relative_absolute_error: 0.7114, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.9019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2173.95, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5122, predictive_accuracy: 0.5324, prior_entropy: 2.3005, recall: 0.5324, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.5337, kappa: 0.3811, kb_relative_information_score: 2263.2886, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5276, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.5418, kappa: 0.3909, kb_relative_information_score: 2525.2991, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.5456, prior_entropy: 2.3005, recall: 0.5456, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.5352, kappa: 0.3822, kb_relative_information_score: 2429.5134, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5324, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6872, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7749, f_measure: 0.5417, kappa: 0.3905, kb_relative_information_score: 2545.5972, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5407, predictive_accuracy: 0.5435, prior_entropy: 2.3005, recall: 0.5435, relative_absolute_error: 0.649, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.9526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.5149, kappa: 0.3565, kb_relative_information_score: 2112.9532, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5075, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7404, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5228, kappa: 0.3663, kb_relative_information_score: 2200.3302, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5163, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.5239, kappa: 0.3674, kb_relative_information_score: 2221.914, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5175, predictive_accuracy: 0.5364, prior_entropy: 2.3005, recall: 0.5364, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7889, f_measure: 0.536, kappa: 0.3833, kb_relative_information_score: 2457.9472, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5334, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6788, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.9268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5338, kappa: 0.3804, kb_relative_information_score: 2370.0846, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5295, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7414, f_measure: 0.5455, kappa: 0.3955, kb_relative_information_score: 2650.3197, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5536, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.608, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.363, root_relative_squared_error: 1.0253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, f_measure: 0.5256, kappa: 0.3696, kb_relative_information_score: 2273.7101, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5194, predictive_accuracy: 0.5381, prior_entropy: 2.3005, recall: 0.5381, relative_absolute_error: 0.7195, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3184, root_relative_squared_error: 0.8991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.5397, kappa: 0.3883, kb_relative_information_score: 2470.1938, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5373, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.5354, kappa: 0.3825, kb_relative_information_score: 2512.0494, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5343, predictive_accuracy: 0.5381, prior_entropy: 2.3005, recall: 0.5381, relative_absolute_error: 0.6689, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5335, kappa: 0.3801, kb_relative_information_score: 2417.9993, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5303, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.692, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7767, f_measure: 0.5394, kappa: 0.3874, kb_relative_information_score: 2497.5014, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.539, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.6581, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.9521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.5383, kappa: 0.3863, kb_relative_information_score: 2452.9369, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6702, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.9337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7963, f_measure: 0.5178, kappa: 0.3599, kb_relative_information_score: 2154.6597, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5109, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7322, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.529, kappa: 0.3743, kb_relative_information_score: 2351.2568, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5239, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7068, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3199, root_relative_squared_error: 0.9034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.5337, kappa: 0.3804, kb_relative_information_score: 2374.5503, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.7012, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5339, kappa: 0.3813, kb_relative_information_score: 2261.5556, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.528, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.7099, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.543, kappa: 0.3925, kb_relative_information_score: 2539.3392, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5404, predictive_accuracy: 0.5471, prior_entropy: 2.3005, recall: 0.5471, relative_absolute_error: 0.6619, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5241, kappa: 0.3679, kb_relative_information_score: 2204.4962, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5176, predictive_accuracy: 0.5355, prior_entropy: 2.3005, recall: 0.5355, relative_absolute_error: 0.7199, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.846, f_measure: 0.5312, kappa: 0.3796, kb_relative_information_score: 1943.2579, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5433, predictive_accuracy: 0.5693, prior_entropy: 2.3005, recall: 0.5693, relative_absolute_error: 0.7821, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.6121, kappa: 0.4865, kb_relative_information_score: 2671.855, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6074, predictive_accuracy: 0.6262, prior_entropy: 2.3005, recall: 0.6262, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.8167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.5707, kappa: 0.431, kb_relative_information_score: 2405.9305, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5648, predictive_accuracy: 0.5868, prior_entropy: 2.3005, recall: 0.5868, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.8484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8516, f_measure: 0.5422, kappa: 0.393, kb_relative_information_score: 1976.4485, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5532, predictive_accuracy: 0.577, prior_entropy: 2.3005, recall: 0.577, relative_absolute_error: 0.7767, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.5954, kappa: 0.4635, kb_relative_information_score: 2682.2517, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5897, predictive_accuracy: 0.6059, prior_entropy: 2.3005, recall: 0.6059, relative_absolute_error: 0.6482, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.8372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.6123, kappa: 0.4876, kb_relative_information_score: 2601.3625, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6081, predictive_accuracy: 0.6281, prior_entropy: 2.3005, recall: 0.6281, relative_absolute_error: 0.675, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.8161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.5946, kappa: 0.4641, kb_relative_information_score: 2372.6423, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5933, predictive_accuracy: 0.6156, prior_entropy: 2.3005, recall: 0.6156, relative_absolute_error: 0.7123, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.8277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8503, f_measure: 0.5516, kappa: 0.4076, kb_relative_information_score: 2018.1106, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5611, predictive_accuracy: 0.5837, prior_entropy: 2.3005, recall: 0.5837, relative_absolute_error: 0.7658, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.8547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.5902, kappa: 0.4579, kb_relative_information_score: 2358.1102, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5898, predictive_accuracy: 0.6118, prior_entropy: 2.3005, recall: 0.6118, relative_absolute_error: 0.7182, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.8307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.5828, kappa: 0.4475, kb_relative_information_score: 2300.3714, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5845, predictive_accuracy: 0.6077, prior_entropy: 2.3005, recall: 0.6077, relative_absolute_error: 0.7298, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.5626, kappa: 0.4212, kb_relative_information_score: 2123.2091, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5656, predictive_accuracy: 0.5904, prior_entropy: 2.3005, recall: 0.5904, relative_absolute_error: 0.7498, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.8459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.5776, kappa: 0.4398, kb_relative_information_score: 2610.3471, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5717, predictive_accuracy: 0.5866, prior_entropy: 2.3005, recall: 0.5866, relative_absolute_error: 0.6586, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.8524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.6049, kappa: 0.4773, kb_relative_information_score: 2538.552, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6012, predictive_accuracy: 0.6221, prior_entropy: 2.3005, recall: 0.6221, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.8193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.587, kappa: 0.4536, kb_relative_information_score: 2293.6541, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5872, predictive_accuracy: 0.6098, prior_entropy: 2.3005, recall: 0.6098, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.8337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.5898, kappa: 0.4572, kb_relative_information_score: 2362.2228, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5893, predictive_accuracy: 0.612, prior_entropy: 2.3005, recall: 0.612, relative_absolute_error: 0.7168, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.8314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.5678, kappa: 0.428, kb_relative_information_score: 2208.7003, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5694, predictive_accuracy: 0.5946, prior_entropy: 2.3005, recall: 0.5946, relative_absolute_error: 0.7427, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.574, kappa: 0.4365, kb_relative_information_score: 2215.3838, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5729, predictive_accuracy: 0.5973, prior_entropy: 2.3005, recall: 0.5973, relative_absolute_error: 0.7335, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.8421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.5958, kappa: 0.4658, kb_relative_information_score: 2391.0694, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5945, predictive_accuracy: 0.6169, prior_entropy: 2.3005, recall: 0.6169, relative_absolute_error: 0.7064, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.8269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.5744, kappa: 0.4365, kb_relative_information_score: 2425.1148, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.568, predictive_accuracy: 0.591, prior_entropy: 2.3005, recall: 0.591, relative_absolute_error: 0.6999, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.5971, kappa: 0.4673, kb_relative_information_score: 2412.8812, mean_absolute_error: 0.1767, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5946, predictive_accuracy: 0.6167, prior_entropy: 2.3005, recall: 0.6167, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.6004, kappa: 0.4711, kb_relative_information_score: 2417.881, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6004, predictive_accuracy: 0.6216, prior_entropy: 2.3005, recall: 0.6216, relative_absolute_error: 0.7088, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.292, root_relative_squared_error: 0.8248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.5431, kappa: 0.3944, kb_relative_information_score: 2001.2609, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5522, predictive_accuracy: 0.5775, prior_entropy: 2.3005, recall: 0.5775, relative_absolute_error: 0.7743, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.622, kappa: 0.4996, kb_relative_information_score: 2659.4731, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6175, predictive_accuracy: 0.6352, prior_entropy: 2.3005, recall: 0.6352, relative_absolute_error: 0.6626, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.5756, kappa: 0.4379, kb_relative_information_score: 2351.4277, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5707, predictive_accuracy: 0.5945, prior_entropy: 2.3005, recall: 0.5945, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.5621, kappa: 0.4203, kb_relative_information_score: 2170.642, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.566, predictive_accuracy: 0.5904, prior_entropy: 2.3005, recall: 0.5904, relative_absolute_error: 0.7477, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.8453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.5387, kappa: 0.3882, kb_relative_information_score: 2222.0842, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.531, predictive_accuracy: 0.553, prior_entropy: 2.3005, recall: 0.553, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.8787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.5897, kappa: 0.4571, kb_relative_information_score: 2405.2036, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5874, predictive_accuracy: 0.6107, prior_entropy: 2.3005, recall: 0.6107, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2937, root_relative_squared_error: 0.8296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.6033, kappa: 0.4755, kb_relative_information_score: 2557.0034, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.598, predictive_accuracy: 0.619, prior_entropy: 2.3005, recall: 0.619, relative_absolute_error: 0.6726, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.8209,

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