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
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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18740 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8053, f_measure: 0.5284, kappa: 0.3734, kb_relative_information_score: 2264.3806, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5222, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.7222, 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: 0.804, f_measure: 0.5281, kappa: 0.3729, kb_relative_information_score: 2312.23, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5219, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.713, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7659, f_measure: 0.546, kappa: 0.3963, kb_relative_information_score: 2589.1105, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5465, predictive_accuracy: 0.5466, prior_entropy: 2.3005, recall: 0.5466, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3423, root_relative_squared_error: 0.9668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.533, kappa: 0.3795, kb_relative_information_score: 2406.8315, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5291, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6923, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.325, root_relative_squared_error: 0.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.78, f_measure: 0.5418, kappa: 0.3905, kb_relative_information_score: 2593.1622, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5416, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.9467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8015, f_measure: 0.5243, kappa: 0.3679, kb_relative_information_score: 2220.1171, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.518, predictive_accuracy: 0.5368, prior_entropy: 2.3005, recall: 0.5368, relative_absolute_error: 0.7293, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.319, root_relative_squared_error: 0.9009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.5331, kappa: 0.3796, kb_relative_information_score: 2372.8327, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5286, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6874, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.5366, kappa: 0.3843, kb_relative_information_score: 2398.3239, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5325, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6817, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.9222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5335, kappa: 0.3799, kb_relative_information_score: 2418.3724, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5303, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6925, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.9124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7556, f_measure: 0.5494, kappa: 0.4005, kb_relative_information_score: 2667.6673, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5539, predictive_accuracy: 0.5459, prior_entropy: 2.3005, recall: 0.5459, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3554, root_relative_squared_error: 1.0037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, f_measure: 0.5369, kappa: 0.3845, kb_relative_information_score: 2513.3618, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5352, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6682, 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: 0.7987, f_measure: 0.5329, kappa: 0.3795, kb_relative_information_score: 2389.6932, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5293, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6979, 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: 0.8025, f_measure: 0.5263, kappa: 0.3705, kb_relative_information_score: 2279.7694, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5201, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7184, 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: 0.7899, f_measure: 0.5295, kappa: 0.375, kb_relative_information_score: 2326.1907, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5245, predictive_accuracy: 0.5373, prior_entropy: 2.3005, recall: 0.5373, relative_absolute_error: 0.6951, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5321, kappa: 0.378, kb_relative_information_score: 2408.3421, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5288, predictive_accuracy: 0.5374, prior_entropy: 2.3005, recall: 0.5374, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7902, f_measure: 0.5415, kappa: 0.3904, kb_relative_information_score: 2507.9583, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5398, predictive_accuracy: 0.5445, prior_entropy: 2.3005, recall: 0.5445, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.9258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7993, f_measure: 0.5332, kappa: 0.3796, kb_relative_information_score: 2367.446, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5287, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.7024, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7853, f_measure: 0.5379, kappa: 0.3857, kb_relative_information_score: 2451.1722, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5348, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6709, 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: 0.7572, f_measure: 0.5457, kappa: 0.3958, kb_relative_information_score: 2615.5164, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5468, predictive_accuracy: 0.5459, prior_entropy: 2.3005, recall: 0.5459, relative_absolute_error: 0.628, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.9862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5241, kappa: 0.3678, kb_relative_information_score: 2204.5916, mean_absolute_error: 0.1806, 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: 0.7203, 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: 0.791, f_measure: 0.5411, kappa: 0.3903, kb_relative_information_score: 2417.0621, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5365, predictive_accuracy: 0.5481, prior_entropy: 2.3005, recall: 0.5481, relative_absolute_error: 0.677, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.9233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8026, f_measure: 0.5307, kappa: 0.3764, kb_relative_information_score: 2359.4026, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5258, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.7059, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.5429, kappa: 0.392, kb_relative_information_score: 2549.0921, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5421, predictive_accuracy: 0.5445, prior_entropy: 2.3005, recall: 0.5445, relative_absolute_error: 0.6486, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5205, kappa: 0.3628, kb_relative_information_score: 2201.412, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5142, predictive_accuracy: 0.5338, prior_entropy: 2.3005, recall: 0.5338, 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: 0.7942, f_measure: 0.5414, kappa: 0.3904, kb_relative_information_score: 2510.9121, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5386, predictive_accuracy: 0.5461, prior_entropy: 2.3005, recall: 0.5461, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.5404, kappa: 0.3894, kb_relative_information_score: 2413.6395, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5359, predictive_accuracy: 0.5469, prior_entropy: 2.3005, recall: 0.5469, relative_absolute_error: 0.6769, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7907, f_measure: 0.5309, kappa: 0.3768, kb_relative_information_score: 2334.9208, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5261, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.9203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7764, f_measure: 0.5402, kappa: 0.3885, kb_relative_information_score: 2587.5451, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.6449, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.337, root_relative_squared_error: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5317, kappa: 0.3781, kb_relative_information_score: 2315.8987, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5264, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.698, 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: 0.7623, f_measure: 0.5465, kappa: 0.3968, kb_relative_information_score: 2572.3832, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5472, predictive_accuracy: 0.5464, prior_entropy: 2.3005, recall: 0.5464, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3476, root_relative_squared_error: 0.9817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.5334, kappa: 0.3803, kb_relative_information_score: 2389.8791, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5299, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6973, 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: 0.7972, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2175.8669, mean_absolute_error: 0.1823, 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: 0.7271, 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: 0.7972, f_measure: 0.5347, kappa: 0.3815, kb_relative_information_score: 2421.0875, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5315, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6917, 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: 0.7872, f_measure: 0.5374, kappa: 0.3852, kb_relative_information_score: 2510.9613, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5362, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6691, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5257, kappa: 0.3699, kb_relative_information_score: 2276.9324, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5195, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7189, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.5243, kappa: 0.368, kb_relative_information_score: 2221.7999, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.518, predictive_accuracy: 0.5368, prior_entropy: 2.3005, recall: 0.5368, 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: 0.7638, f_measure: 0.5444, kappa: 0.3942, kb_relative_information_score: 2573.8117, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5444, predictive_accuracy: 0.5453, prior_entropy: 2.3005, recall: 0.5453, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.5341, kappa: 0.381, kb_relative_information_score: 2386.713, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5293, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.683, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.5343, kappa: 0.3811, kb_relative_information_score: 2373.8161, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.53, predictive_accuracy: 0.5428, prior_entropy: 2.3005, recall: 0.5428, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7689, f_measure: 0.5425, kappa: 0.3915, kb_relative_information_score: 2545.9707, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5428, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7892, f_measure: 0.5353, kappa: 0.3825, kb_relative_information_score: 2454.6832, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5328, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6791, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5149, kappa: 0.3564, kb_relative_information_score: 2110.13, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5074, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, 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: 0.7942, f_measure: 0.5318, kappa: 0.3781, kb_relative_information_score: 2317.3197, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5263, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6975, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.9148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7811, f_measure: 0.5417, kappa: 0.3908, kb_relative_information_score: 2491.6383, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.539, predictive_accuracy: 0.5461, prior_entropy: 2.3005, recall: 0.5461, relative_absolute_error: 0.6609, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.9414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7538, f_measure: 0.5447, kappa: 0.3944, kb_relative_information_score: 2615.0943, mean_absolute_error: 0.1571, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5462, predictive_accuracy: 0.5445, prior_entropy: 2.3005, recall: 0.5445, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.9937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.5344, kappa: 0.3813, kb_relative_information_score: 2421.5327, mean_absolute_error: 0.1725, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5314, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.326, root_relative_squared_error: 0.9208,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, f_measure: 0.5328, kappa: 0.3794, kb_relative_information_score: 2391.1789, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5291, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9087,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7963, f_measure: 0.5333, kappa: 0.3797, kb_relative_information_score: 2418.528, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5301, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6921, 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: 0.8027, f_measure: 0.5259, kappa: 0.3701, kb_relative_information_score: 2281.1531, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5196, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7181, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9007,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.5395, kappa: 0.3877, kb_relative_information_score: 2522.6257, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.9317,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.5292, kappa: 0.3744, kb_relative_information_score: 2269.0183, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.523, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.7216, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3177, root_relative_squared_error: 0.8972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.5354, kappa: 0.3826, kb_relative_information_score: 2501.4485, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5339, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6705, 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: 0.805, f_measure: 0.5282, kappa: 0.3732, kb_relative_information_score: 2262.4967, mean_absolute_error: 0.1812, 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: 0.7226, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.318, root_relative_squared_error: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.5271, kappa: 0.3717, kb_relative_information_score: 2280.8532, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.521, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.7181, 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: 0.7963, f_measure: 0.5152, kappa: 0.3569, kb_relative_information_score: 2113.6301, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5078, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7402, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.9079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.781, f_measure: 0.5418, kappa: 0.391, kb_relative_information_score: 2491.9702, mean_absolute_error: 0.1655, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.539, predictive_accuracy: 0.5463, prior_entropy: 2.3005, recall: 0.5463, relative_absolute_error: 0.6599, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7775, f_measure: 0.5403, kappa: 0.3888, kb_relative_information_score: 2566.799, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5397, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.648, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3379, root_relative_squared_error: 0.9542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, f_measure: 0.54, kappa: 0.3883, kb_relative_information_score: 2552.2283, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5382, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6561, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.9367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5256, kappa: 0.3697, kb_relative_information_score: 2274.5907, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5194, predictive_accuracy: 0.5382, prior_entropy: 2.3005, recall: 0.5382, relative_absolute_error: 0.719, 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: 0.7972, f_measure: 0.5304, kappa: 0.3764, kb_relative_information_score: 2238.4707, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5248, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.5297, kappa: 0.3751, kb_relative_information_score: 2356.6067, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5246, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7062, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3195, root_relative_squared_error: 0.9023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.5295, kappa: 0.3753, kb_relative_information_score: 2238.5705, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.524, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.7136, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.9105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.5354, kappa: 0.3828, kb_relative_information_score: 2425.4699, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5307, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.676, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.9246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.5345, kappa: 0.3816, kb_relative_information_score: 2418.8089, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5296, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6772, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.5336, kappa: 0.3802, kb_relative_information_score: 2414.9246, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5304, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6927, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7803, f_measure: 0.5424, kappa: 0.3914, kb_relative_information_score: 2596.7944, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5422, predictive_accuracy: 0.5433, prior_entropy: 2.3005, recall: 0.5433, relative_absolute_error: 0.6441, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.9467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.5242, kappa: 0.3677, kb_relative_information_score: 2223.2745, mean_absolute_error: 0.1828, 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: 0.729, 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: 0.7956, f_measure: 0.5151, kappa: 0.3567, kb_relative_information_score: 2109.9784, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5078, predictive_accuracy: 0.5311, prior_entropy: 2.3005, recall: 0.5311, relative_absolute_error: 0.7413, 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: 0.794, f_measure: 0.5412, kappa: 0.3903, kb_relative_information_score: 2491.8917, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5385, predictive_accuracy: 0.5459, prior_entropy: 2.3005, recall: 0.5459, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.9198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7822, f_measure: 0.5439, kappa: 0.3937, kb_relative_information_score: 2590.3963, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5423, predictive_accuracy: 0.5466, prior_entropy: 2.3005, recall: 0.5466, relative_absolute_error: 0.6468, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.334, root_relative_squared_error: 0.9433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.744, f_measure: 0.5503, kappa: 0.4019, kb_relative_information_score: 2676.8618, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5585, predictive_accuracy: 0.5451, prior_entropy: 2.3005, recall: 0.5451, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3627, root_relative_squared_error: 1.0244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2173.2068, 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: 0.7941, f_measure: 0.5318, kappa: 0.3781, kb_relative_information_score: 2316.5471, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5263, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.9149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.5409, kappa: 0.3894, kb_relative_information_score: 2517.0632, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.541, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.6515, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.34, root_relative_squared_error: 0.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.5286, kappa: 0.3737, kb_relative_information_score: 2264.749, 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: 0.7224, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7447, f_measure: 0.5459, kappa: 0.396, kb_relative_information_score: 2633.3049, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5534, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.6134, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.36, root_relative_squared_error: 1.0167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.5304, kappa: 0.3765, kb_relative_information_score: 2236.4585, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5248, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.7149, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.9106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7489, f_measure: 0.5514, kappa: 0.4033, kb_relative_information_score: 2633.0044, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5538, predictive_accuracy: 0.5499, prior_entropy: 2.3005, recall: 0.5499, relative_absolute_error: 0.6136, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3582, root_relative_squared_error: 1.0117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8001, f_measure: 0.5203, kappa: 0.3626, kb_relative_information_score: 2200.2827, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.514, predictive_accuracy: 0.5338, prior_entropy: 2.3005, recall: 0.5338, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7706, f_measure: 0.5407, kappa: 0.3892, kb_relative_information_score: 2527.5496, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5416, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6481, 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: 0.7382, f_measure: 0.5549, kappa: 0.408, kb_relative_information_score: 2638.8802, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5586, predictive_accuracy: 0.5521, prior_entropy: 2.3005, recall: 0.5521, relative_absolute_error: 0.6043, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3662, root_relative_squared_error: 1.0344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.538, kappa: 0.3863, kb_relative_information_score: 2420.8519, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5334, predictive_accuracy: 0.5448, prior_entropy: 2.3005, recall: 0.5448, relative_absolute_error: 0.6737, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.9317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.5341, kappa: 0.3808, kb_relative_information_score: 2422.7589, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5308, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6916, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.5406, kappa: 0.3897, kb_relative_information_score: 2418.3154, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.536, predictive_accuracy: 0.5474, prior_entropy: 2.3005, recall: 0.5474, relative_absolute_error: 0.6756, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.9258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.5463, kappa: 0.3968, kb_relative_information_score: 2495.0852, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5438, predictive_accuracy: 0.55, prior_entropy: 2.3005, recall: 0.55, relative_absolute_error: 0.661, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.9355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.5375, kappa: 0.3855, kb_relative_information_score: 2456.8349, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5347, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.6815, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, f_measure: 0.537, kappa: 0.3845, kb_relative_information_score: 2456.8921, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6663, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.9471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5153, kappa: 0.3569, kb_relative_information_score: 2112.4011, mean_absolute_error: 0.1857, 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: 0.7406, 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: 0.8034, f_measure: 0.5268, kappa: 0.3713, kb_relative_information_score: 2306.1513, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5206, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7138, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.319, root_relative_squared_error: 0.9008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5301, kappa: 0.3757, kb_relative_information_score: 2358.7846, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5251, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.7059, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.9029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.79, f_measure: 0.542, kappa: 0.391, kb_relative_information_score: 2506.5685, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5401, predictive_accuracy: 0.5451, prior_entropy: 2.3005, recall: 0.5451, relative_absolute_error: 0.67, 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: 0.8028, f_measure: 0.5263, kappa: 0.3706, kb_relative_information_score: 2282.3859, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5202, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.7178, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.534, kappa: 0.3808, kb_relative_information_score: 2376.3064, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5405, prior_entropy: 2.3005, recall: 0.5405, relative_absolute_error: 0.6868, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.5268, kappa: 0.3713, kb_relative_information_score: 2327.1594, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5211, predictive_accuracy: 0.5374, prior_entropy: 2.3005, recall: 0.5374, relative_absolute_error: 0.712, 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: 0.8004, f_measure: 0.5211, kappa: 0.3636, kb_relative_information_score: 2201.274, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5148, predictive_accuracy: 0.5345, prior_entropy: 2.3005, recall: 0.5345, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9011,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs