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: 0.7892, f_measure: 0.532, kappa: 0.3782, kb_relative_information_score: 2365.7472, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5273, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.9245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7702, f_measure: 0.5403, kappa: 0.3886, kb_relative_information_score: 2528.1513, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5408, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.6478, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.5234, kappa: 0.3669, kb_relative_information_score: 2203.7044, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5169, predictive_accuracy: 0.5348, prior_entropy: 2.3005, recall: 0.5348, relative_absolute_error: 0.7201, 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: 0.796, f_measure: 0.5218, kappa: 0.3651, kb_relative_information_score: 2188.0676, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.515, predictive_accuracy: 0.5332, prior_entropy: 2.3005, recall: 0.5332, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7714, f_measure: 0.5415, kappa: 0.3902, kb_relative_information_score: 2634.3008, mean_absolute_error: 0.1586, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5411, predictive_accuracy: 0.5428, prior_entropy: 2.3005, recall: 0.5428, relative_absolute_error: 0.6326, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.9647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7741, f_measure: 0.5484, kappa: 0.3995, kb_relative_information_score: 2650.2023, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5487, predictive_accuracy: 0.5487, prior_entropy: 2.3005, recall: 0.5487, relative_absolute_error: 0.6261, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.9638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.5339, kappa: 0.3813, kb_relative_information_score: 2259.2638, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5279, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.7102, 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: 0.787, f_measure: 0.5378, kappa: 0.3857, kb_relative_information_score: 2448.6143, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5343, predictive_accuracy: 0.5433, prior_entropy: 2.3005, recall: 0.5433, relative_absolute_error: 0.6713, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.5422, kappa: 0.3912, kb_relative_information_score: 2503.2833, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5408, predictive_accuracy: 0.5449, prior_entropy: 2.3005, recall: 0.5449, relative_absolute_error: 0.6581, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7889, f_measure: 0.5362, kappa: 0.3838, kb_relative_information_score: 2424.9759, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5317, predictive_accuracy: 0.5428, prior_entropy: 2.3005, recall: 0.5428, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.9245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.5375, kappa: 0.3851, kb_relative_information_score: 2560.7725, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5372, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.6555, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2173.5478, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5122, predictive_accuracy: 0.5322, prior_entropy: 2.3005, recall: 0.5322, 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: 0.7973, f_measure: 0.5309, kappa: 0.3771, kb_relative_information_score: 2241.124, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5253, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.5333, kappa: 0.38, kb_relative_information_score: 2389.0568, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.5409, kappa: 0.3897, kb_relative_information_score: 2507.9193, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5379, predictive_accuracy: 0.5454, prior_entropy: 2.3005, recall: 0.5454, relative_absolute_error: 0.6687, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5228, kappa: 0.3662, kb_relative_information_score: 2200.1191, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5164, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.7208, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, f_measure: 0.5428, kappa: 0.3916, kb_relative_information_score: 2637.6446, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5527, predictive_accuracy: 0.5369, prior_entropy: 2.3005, recall: 0.5369, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3633, root_relative_squared_error: 1.0261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.5419, kappa: 0.391, kb_relative_information_score: 2528.3914, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.5458, prior_entropy: 2.3005, recall: 0.5458, relative_absolute_error: 0.6646, 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: 0.7959, f_measure: 0.5171, kappa: 0.3591, kb_relative_information_score: 2148.9119, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5103, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7331, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.5352, kappa: 0.3832, kb_relative_information_score: 2265.738, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5292, predictive_accuracy: 0.5453, prior_entropy: 2.3005, recall: 0.5453, relative_absolute_error: 0.7092, 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: 0.7966, f_measure: 0.519, kappa: 0.3614, kb_relative_information_score: 2170.9138, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5116, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.7281, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, f_measure: 0.5363, kappa: 0.3839, kb_relative_information_score: 2499.8533, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5349, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, 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: 0.7867, f_measure: 0.5362, kappa: 0.3835, kb_relative_information_score: 2506.9111, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5348, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.9334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.537, kappa: 0.3844, kb_relative_information_score: 2554.6481, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5365, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.6551, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7827, f_measure: 0.5405, kappa: 0.3891, kb_relative_information_score: 2464.9725, mean_absolute_error: 0.1673, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.537, predictive_accuracy: 0.5459, prior_entropy: 2.3005, recall: 0.5459, relative_absolute_error: 0.6671, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.9368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7863, f_measure: 0.539, kappa: 0.3872, kb_relative_information_score: 2458.0425, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.536, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.669, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.33, root_relative_squared_error: 0.9319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7659, f_measure: 0.539, kappa: 0.3869, kb_relative_information_score: 2514.8052, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.539, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6473, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.5258, kappa: 0.37, kb_relative_information_score: 2303.374, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5194, predictive_accuracy: 0.5378, prior_entropy: 2.3005, recall: 0.5378, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.319, root_relative_squared_error: 0.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.5282, kappa: 0.3732, kb_relative_information_score: 2265.2254, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.522, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.7219, 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: 0.7894, f_measure: 0.5368, kappa: 0.3844, kb_relative_information_score: 2458.8108, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5345, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.6784, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.9259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.5207, kappa: 0.3631, kb_relative_information_score: 2201.6098, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5144, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.7329, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.555, kappa: 0.4084, kb_relative_information_score: 2707.3558, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5628, predictive_accuracy: 0.5502, prior_entropy: 2.3005, recall: 0.5502, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3601, root_relative_squared_error: 1.0172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.5263, kappa: 0.3706, kb_relative_information_score: 2304.6929, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.52, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.7144, 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: 0.8004, f_measure: 0.5208, kappa: 0.3632, kb_relative_information_score: 2200.7016, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5145, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7807, f_measure: 0.5394, kappa: 0.3874, kb_relative_information_score: 2565.4802, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5385, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6521, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.9453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.5283, kappa: 0.3732, kb_relative_information_score: 2265.21, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5221, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.542, kappa: 0.3909, kb_relative_information_score: 2519.0572, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.541, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6536, 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: 0.8013, f_measure: 0.5277, kappa: 0.3724, kb_relative_information_score: 2329.5874, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5221, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.9025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.5367, kappa: 0.3844, kb_relative_information_score: 2507.7535, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5351, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.9325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, f_measure: 0.5403, kappa: 0.3886, kb_relative_information_score: 2598.4916, mean_absolute_error: 0.1613, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5399, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.6433, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3361, root_relative_squared_error: 0.9493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8036, f_measure: 0.5261, kappa: 0.3704, kb_relative_information_score: 2308.0991, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5196, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5335, kappa: 0.3801, kb_relative_information_score: 2370.0831, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5291, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.5338, kappa: 0.3809, kb_relative_information_score: 2391.1227, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5302, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.5363, kappa: 0.3839, kb_relative_information_score: 2393.7907, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5321, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.6829, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.9227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.5229, kappa: 0.3664, kb_relative_information_score: 2194.8353, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5162, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7941, f_measure: 0.5317, kappa: 0.378, kb_relative_information_score: 2317.5461, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5263, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7914, f_measure: 0.5358, kappa: 0.3831, kb_relative_information_score: 2452.8157, mean_absolute_error: 0.1711, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5325, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.327, root_relative_squared_error: 0.9236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5174, kappa: 0.3594, kb_relative_information_score: 2148.9924, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5105, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7332, 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: 0.7969, f_measure: 0.5195, kappa: 0.362, kb_relative_information_score: 2174.2081, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5121, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7276, 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: 0.7838, f_measure: 0.5391, kappa: 0.3872, kb_relative_information_score: 2545.116, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5381, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.789, f_measure: 0.5348, kappa: 0.3819, kb_relative_information_score: 2421.4809, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5302, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.6769, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7895, f_measure: 0.5364, kappa: 0.384, kb_relative_information_score: 2462.5819, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5342, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6782, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.9255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5341, kappa: 0.3816, kb_relative_information_score: 2261.7103, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5282, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5171, kappa: 0.359, kb_relative_information_score: 2151.0507, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5103, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5205, kappa: 0.3629, kb_relative_information_score: 2201.4731, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5143, predictive_accuracy: 0.534, prior_entropy: 2.3005, recall: 0.534, relative_absolute_error: 0.7329, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.5262, kappa: 0.3704, kb_relative_information_score: 2274.238, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5201, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.8988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5152, kappa: 0.3569, kb_relative_information_score: 2111.0273, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5079, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.741, 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: 0.7937, f_measure: 0.5315, kappa: 0.3777, kb_relative_information_score: 2312.6722, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.526, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.324, root_relative_squared_error: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.5193, kappa: 0.3618, kb_relative_information_score: 2171.5494, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5119, predictive_accuracy: 0.5319, prior_entropy: 2.3005, recall: 0.5319, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2171.9256, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5121, predictive_accuracy: 0.5322, prior_entropy: 2.3005, recall: 0.5322, relative_absolute_error: 0.7276, 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: 0.7911, f_measure: 0.5406, kappa: 0.3893, kb_relative_information_score: 2507.6413, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.5449, prior_entropy: 2.3005, recall: 0.5449, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5301, kappa: 0.376, kb_relative_information_score: 2233.1534, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5246, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.5265, kappa: 0.3708, kb_relative_information_score: 2277.5267, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5204, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7571, f_measure: 0.5469, kappa: 0.3973, kb_relative_information_score: 2619.1741, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5482, predictive_accuracy: 0.5469, prior_entropy: 2.3005, recall: 0.5469, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.9867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.5373, kappa: 0.3848, kb_relative_information_score: 2456.1444, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.536, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6659, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.9474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8001, f_measure: 0.5207, kappa: 0.3632, kb_relative_information_score: 2199.9698, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5144, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, f_measure: 0.5505, kappa: 0.402, kb_relative_information_score: 2688.5222, mean_absolute_error: 0.154, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5531, predictive_accuracy: 0.549, prior_entropy: 2.3005, recall: 0.549, relative_absolute_error: 0.6143, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.349, root_relative_squared_error: 0.9858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7936, f_measure: 0.5314, kappa: 0.3776, kb_relative_information_score: 2314.4927, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.526, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.324, root_relative_squared_error: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.526, kappa: 0.3702, kb_relative_information_score: 2280.1738, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5199, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7181, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.5314, kappa: 0.3775, kb_relative_information_score: 2315.9542, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.526, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6978, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7829, f_measure: 0.5374, kappa: 0.385, kb_relative_information_score: 2552.6777, mean_absolute_error: 0.1646, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.537, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6566, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.333, root_relative_squared_error: 0.9405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5267, kappa: 0.3713, kb_relative_information_score: 2330.3092, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5209, predictive_accuracy: 0.5374, prior_entropy: 2.3005, recall: 0.5374, relative_absolute_error: 0.7116, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7641, f_measure: 0.5499, kappa: 0.4013, kb_relative_information_score: 2676.0227, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5534, predictive_accuracy: 0.5472, prior_entropy: 2.3005, recall: 0.5472, relative_absolute_error: 0.6168, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, f_measure: 0.5384, kappa: 0.3865, kb_relative_information_score: 2460.3052, mean_absolute_error: 0.1679, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5352, predictive_accuracy: 0.5433, prior_entropy: 2.3005, recall: 0.5433, relative_absolute_error: 0.6694, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.5326, kappa: 0.3791, kb_relative_information_score: 2385.1908, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.529, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.6982, 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: 0.7853, f_measure: 0.5346, kappa: 0.3815, kb_relative_information_score: 2493.233, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5332, predictive_accuracy: 0.5374, prior_entropy: 2.3005, recall: 0.5374, relative_absolute_error: 0.6712, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.9352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.5282, kappa: 0.3731, kb_relative_information_score: 2333.1727, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5227, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7111, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.9018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.5271, kappa: 0.3718, kb_relative_information_score: 2329.4374, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5213, predictive_accuracy: 0.5378, prior_entropy: 2.3005, recall: 0.5378, relative_absolute_error: 0.7113, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.5282, kappa: 0.3731, kb_relative_information_score: 2333.8667, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5226, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.711, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5171, kappa: 0.3593, kb_relative_information_score: 2125.4283, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5103, predictive_accuracy: 0.5317, prior_entropy: 2.3005, recall: 0.5317, relative_absolute_error: 0.7379, 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: 0.7852, f_measure: 0.5363, kappa: 0.3836, kb_relative_information_score: 2523.0652, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5344, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6633, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3314, root_relative_squared_error: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.5168, kappa: 0.3587, kb_relative_information_score: 2126.2609, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.51, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.5287, kappa: 0.3738, kb_relative_information_score: 2266.8096, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5225, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.7221, 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: 0.7901, f_measure: 0.5375, kappa: 0.3852, kb_relative_information_score: 2475.9305, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5355, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.5266, kappa: 0.3709, kb_relative_information_score: 2275.7553, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5204, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7193, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3181, root_relative_squared_error: 0.8983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5335, kappa: 0.38, kb_relative_information_score: 2410.3268, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5305, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.5281, kappa: 0.3731, kb_relative_information_score: 2265.7809, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.522, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.5265, kappa: 0.3709, kb_relative_information_score: 2329.2959, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5208, predictive_accuracy: 0.5373, prior_entropy: 2.3005, recall: 0.5373, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.5193, kappa: 0.3618, kb_relative_information_score: 2174.184, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.512, predictive_accuracy: 0.5319, prior_entropy: 2.3005, recall: 0.5319, relative_absolute_error: 0.7276, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7941, f_measure: 0.5309, kappa: 0.3769, kb_relative_information_score: 2284.5654, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5256, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.704, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.9131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.5351, kappa: 0.3824, kb_relative_information_score: 2423.6372, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5305, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.6761, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.9247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8036, f_measure: 0.5274, kappa: 0.372, kb_relative_information_score: 2308.6091, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5211, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.7136, 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: 0.7232, f_measure: 0.5568, kappa: 0.4104, kb_relative_information_score: 2599.6633, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5588, predictive_accuracy: 0.5551, prior_entropy: 2.3005, recall: 0.5551, relative_absolute_error: 0.5936, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3814, root_relative_squared_error: 1.0773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.5347, kappa: 0.3823, kb_relative_information_score: 2262.1169, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5288, predictive_accuracy: 0.5446, prior_entropy: 2.3005, recall: 0.5446, relative_absolute_error: 0.7099, 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: 0.8005, f_measure: 0.5205, kappa: 0.3629, kb_relative_information_score: 2201.4557, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5142, predictive_accuracy: 0.534, prior_entropy: 2.3005, recall: 0.534, relative_absolute_error: 0.7329, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5151, kappa: 0.3567, kb_relative_information_score: 2111.4325, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5077, predictive_accuracy: 0.5311, prior_entropy: 2.3005, recall: 0.5311, relative_absolute_error: 0.7409, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.5234, kappa: 0.367, kb_relative_information_score: 2199.969, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.517, predictive_accuracy: 0.5348, prior_entropy: 2.3005, recall: 0.5348, relative_absolute_error: 0.7209, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.5171, kappa: 0.3592, kb_relative_information_score: 2126.4757, mean_absolute_error: 0.185, 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: 0.7377, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5147, kappa: 0.3562, kb_relative_information_score: 2110.7756, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5073, predictive_accuracy: 0.5307, prior_entropy: 2.3005, recall: 0.5307, relative_absolute_error: 0.7406, 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: 0.7962, f_measure: 0.522, kappa: 0.3654, kb_relative_information_score: 2189.6585, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5152, predictive_accuracy: 0.5335, prior_entropy: 2.3005, recall: 0.5335, relative_absolute_error: 0.7242, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9096,

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