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
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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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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: 0.861, f_measure: 0.5755, kappa: 0.4389, kb_relative_information_score: 2242.3948, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5759, predictive_accuracy: 0.6008, prior_entropy: 2.3005, recall: 0.6008, relative_absolute_error: 0.7354, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.8402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5869, f_measure: 0.2572, kappa: 0.0099, kb_relative_information_score: 372.2541, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2159, predictive_accuracy: 0.4168, prior_entropy: 2.3005, recall: 0.4168, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.9881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6128, f_measure: 0.4233, kappa: 0.228, kb_relative_information_score: 1742.3845, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4201, predictive_accuracy: 0.4685, prior_entropy: 2.3005, recall: 0.4685, relative_absolute_error: 0.7066, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4209, root_relative_squared_error: 1.1888,
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: 0.7657, f_measure: 0.4329, kappa: 0.2635, kb_relative_information_score: 176.5095, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.482, predictive_accuracy: 0.4647, prior_entropy: 2.3005, recall: 0.4647, relative_absolute_error: 1.1074, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3726, root_relative_squared_error: 1.0522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.599, kappa: 0.47, kb_relative_information_score: 2398.9636, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5958, predictive_accuracy: 0.618, prior_entropy: 2.3005, recall: 0.618, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.8257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.6081, kappa: 0.4792, kb_relative_information_score: 210.6514, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6042, predictive_accuracy: 0.6152, prior_entropy: 2.3005, recall: 0.6152, relative_absolute_error: 1.1023, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.0474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7754, f_measure: 0.4496, kappa: 0.2751, kb_relative_information_score: 186.7996, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4729, predictive_accuracy: 0.5152, prior_entropy: 2.3005, recall: 0.5152, relative_absolute_error: 1.105, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8586, f_measure: 0.583, kappa: 0.4481, kb_relative_information_score: 2375.641, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5788, predictive_accuracy: 0.6017, prior_entropy: 2.3005, recall: 0.6017, relative_absolute_error: 0.7052, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.8367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7413, f_measure: 0.4496, kappa: 0.265, kb_relative_information_score: 196.6736, mean_absolute_error: 0.2767, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4559, predictive_accuracy: 0.4931, prior_entropy: 2.3005, recall: 0.4931, relative_absolute_error: 1.1036, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3713, root_relative_squared_error: 1.0487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.5918, kappa: 0.4607, kb_relative_information_score: 2323.8497, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5909, predictive_accuracy: 0.6139, prior_entropy: 2.3005, recall: 0.6139, relative_absolute_error: 0.7195, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.8309,
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: 0.8505, f_measure: 0.5763, kappa: 0.4387, kb_relative_information_score: 2421.583, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5703, predictive_accuracy: 0.5914, prior_entropy: 2.3005, recall: 0.5914, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.8456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.5417, kappa: 0.394, kb_relative_information_score: 1979.7183, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5527, predictive_accuracy: 0.5776, prior_entropy: 2.3005, recall: 0.5776, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3046, root_relative_squared_error: 0.8602,
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: 0.7746, f_measure: 0.5408, kappa: 0.3893, kb_relative_information_score: 2544.6872, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5398, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.6494, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.9529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8232, f_measure: 0.5756, kappa: 0.4385, kb_relative_information_score: 189.4625, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5755, predictive_accuracy: 0.595, prior_entropy: 2.3005, recall: 0.595, relative_absolute_error: 1.1052, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8088, f_measure: 0.5644, kappa: 0.4219, kb_relative_information_score: 985.8745, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5654, predictive_accuracy: 0.5788, prior_entropy: 2.3005, recall: 0.5788, relative_absolute_error: 0.9866, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.5284, kappa: 0.3735, kb_relative_information_score: 2266.2127, mean_absolute_error: 0.181, 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: 0.722, 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: 0.791, f_measure: 0.5338, kappa: 0.3806, kb_relative_information_score: 2377.3618, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5292, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7807, f_measure: 0.5394, kappa: 0.3874, kb_relative_information_score: 2561.1879, mean_absolute_error: 0.1636, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5387, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6523, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8292, f_measure: 0.5825, kappa: 0.4454, kb_relative_information_score: 1648.1598, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.58, predictive_accuracy: 0.594, prior_entropy: 2.3005, recall: 0.594, relative_absolute_error: 0.8777, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7929, f_measure: 0.535, kappa: 0.3819, kb_relative_information_score: 2425.5811, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5324, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.9204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.5872, kappa: 0.454, kb_relative_information_score: 2313.3019, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5851, predictive_accuracy: 0.6084, prior_entropy: 2.3005, recall: 0.6084, relative_absolute_error: 0.7168, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.8363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.5262, kappa: 0.3704, kb_relative_information_score: 2276.6365, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.52, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.7192, 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: 0.8025, f_measure: 0.5259, kappa: 0.3701, kb_relative_information_score: 2281.4788, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5197, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.718, 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: 0.783, f_measure: 0.536, kappa: 0.383, kb_relative_information_score: 2551.0133, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5359, predictive_accuracy: 0.5373, prior_entropy: 2.3005, recall: 0.5373, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7768, f_measure: 0.5426, kappa: 0.3918, kb_relative_information_score: 2510.1883, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5411, predictive_accuracy: 0.5451, prior_entropy: 2.3005, recall: 0.5451, relative_absolute_error: 0.6551, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.527, kappa: 0.3714, kb_relative_information_score: 2277.8541, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5208, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.7187, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7952, f_measure: 0.5146, kappa: 0.3561, kb_relative_information_score: 2106.7935, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5073, predictive_accuracy: 0.5306, prior_entropy: 2.3005, recall: 0.5306, relative_absolute_error: 0.7416, 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: 0.7949, f_measure: 0.5314, kappa: 0.3776, kb_relative_information_score: 2288.9694, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5261, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.323, root_relative_squared_error: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.591, kappa: 0.4586, kb_relative_information_score: 2430.7741, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5862, predictive_accuracy: 0.6079, prior_entropy: 2.3005, recall: 0.6079, relative_absolute_error: 0.6951, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5245, kappa: 0.3682, kb_relative_information_score: 2222.8736, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5182, predictive_accuracy: 0.5371, prior_entropy: 2.3005, recall: 0.5371, relative_absolute_error: 0.729, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, 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: 0.7325, f_measure: 0.4251, kappa: 0.2384, kb_relative_information_score: 176.6142, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4346, predictive_accuracy: 0.4211, prior_entropy: 2.3005, recall: 0.4211, relative_absolute_error: 1.1074, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3726, root_relative_squared_error: 1.0523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7807, f_measure: 0.4885, kappa: 0.3205, kb_relative_information_score: 179.2555, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4827, predictive_accuracy: 0.499, prior_entropy: 2.3005, recall: 0.499, relative_absolute_error: 1.107, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3724, root_relative_squared_error: 1.0518,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
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: 0.8709, f_measure: 0.6007, kappa: 0.4719, kb_relative_information_score: 2530.1779, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5978, predictive_accuracy: 0.6192, prior_entropy: 2.3005, recall: 0.6192, relative_absolute_error: 0.6868, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.8208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8382, f_measure: 0.5505, kappa: 0.4043, kb_relative_information_score: 218.5981, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5562, predictive_accuracy: 0.578, prior_entropy: 2.3005, recall: 0.578, relative_absolute_error: 1.0986, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3696, root_relative_squared_error: 1.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.5939, kappa: 0.4629, kb_relative_information_score: 2454.3988, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5908, predictive_accuracy: 0.6133, prior_entropy: 2.3005, recall: 0.6133, relative_absolute_error: 0.6994, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.8268,
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: 0.7769, f_measure: 0.5395, kappa: 0.3876, kb_relative_information_score: 2597.4602, mean_absolute_error: 0.1611, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5385, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.6424, 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: 0.7793, f_measure: 0.5418, kappa: 0.3906, kb_relative_information_score: 2603.6197, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5417, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6429, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.9484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.789, f_measure: 0.5347, kappa: 0.3819, kb_relative_information_score: 2419.0911, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5302, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.6772, 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: 0.8671, f_measure: 0.5922, kappa: 0.4609, kb_relative_information_score: 2376.6837, mean_absolute_error: 0.1793, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5912, predictive_accuracy: 0.6141, prior_entropy: 2.3005, recall: 0.6141, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2937, root_relative_squared_error: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.5205, kappa: 0.3629, kb_relative_information_score: 2201.2657, 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: 0.7331, 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: 0.7942, f_measure: 0.5166, kappa: 0.3585, kb_relative_information_score: 2123.6766, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5098, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.738, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8516, f_measure: 0.6099, kappa: 0.483, kb_relative_information_score: 208.2138, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6053, predictive_accuracy: 0.62, prior_entropy: 2.3005, recall: 0.62, relative_absolute_error: 1.1023, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.0474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.5736, kappa: 0.4356, kb_relative_information_score: 2234.6481, mean_absolute_error: 0.1843, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5721, predictive_accuracy: 0.5964, prior_entropy: 2.3005, recall: 0.5964, relative_absolute_error: 0.7348, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.8436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.5148, kappa: 0.3562, kb_relative_information_score: 2110.0739, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5074, predictive_accuracy: 0.5307, prior_entropy: 2.3005, recall: 0.5307, relative_absolute_error: 0.741, 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: 0.7971, f_measure: 0.48, kappa: 0.3135, kb_relative_information_score: 194.4151, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5083, predictive_accuracy: 0.5324, prior_entropy: 2.3005, recall: 0.5324, relative_absolute_error: 1.1031, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3711, root_relative_squared_error: 1.0482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.762, f_measure: 0.5526, kappa: 0.4049, kb_relative_information_score: 2701.8242, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5552, predictive_accuracy: 0.5508, prior_entropy: 2.3005, recall: 0.5508, relative_absolute_error: 0.6134, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.9846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5406, kb_relative_information_score: 129.4523, mean_absolute_error: 0.2507, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3005, recall: 0.4175, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3532, root_relative_squared_error: 0.9975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.6141, kappa: 0.488, kb_relative_information_score: 204.6158, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6099, predictive_accuracy: 0.6226, prior_entropy: 2.3005, recall: 0.6226, relative_absolute_error: 1.1031, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3711, root_relative_squared_error: 1.0482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.5736, kappa: 0.4351, kb_relative_information_score: 2236.4966, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5759, predictive_accuracy: 0.5992, prior_entropy: 2.3005, recall: 0.5992, relative_absolute_error: 0.7377, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.8403,
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: 0.8567, f_measure: 0.5654, kappa: 0.4249, kb_relative_information_score: 2116.4184, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5704, predictive_accuracy: 0.5937, prior_entropy: 2.3005, recall: 0.5937, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.8469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8542, f_measure: 0.5567, kappa: 0.4144, kb_relative_information_score: 2072.7557, mean_absolute_error: 0.1901, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5613, predictive_accuracy: 0.5866, prior_entropy: 2.3005, recall: 0.5866, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.301, root_relative_squared_error: 0.8501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.5982, kappa: 0.4689, kb_relative_information_score: 2425.1, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5954, predictive_accuracy: 0.618, prior_entropy: 2.3005, recall: 0.618, relative_absolute_error: 0.7062, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.8251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, f_measure: 0.5788, kappa: 0.4425, kb_relative_information_score: 2251.5364, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5783, predictive_accuracy: 0.6015, prior_entropy: 2.3005, recall: 0.6015, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.8383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8216, f_measure: 0.5794, kappa: 0.4417, kb_relative_information_score: 189.7047, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5822, predictive_accuracy: 0.5966, prior_entropy: 2.3005, recall: 0.5966, relative_absolute_error: 1.1051, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, f_measure: 0.5928, kappa: 0.4614, kb_relative_information_score: 2406.0331, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5891, predictive_accuracy: 0.6116, prior_entropy: 2.3005, recall: 0.6116, relative_absolute_error: 0.7013, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.8305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.6096, kappa: 0.4823, kb_relative_information_score: 2954.7987, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6096, predictive_accuracy: 0.6236, prior_entropy: 2.3005, recall: 0.6236, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.5911, kappa: 0.4593, kb_relative_information_score: 2424.1125, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5873, predictive_accuracy: 0.6108, prior_entropy: 2.3005, recall: 0.6108, relative_absolute_error: 0.7039, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2937, root_relative_squared_error: 0.8294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7827, f_measure: 0.467, kappa: 0.2849, kb_relative_information_score: 1248.38, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5059, predictive_accuracy: 0.5211, prior_entropy: 2.3005, recall: 0.5211, relative_absolute_error: 0.882, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.9214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.4498, kappa: 0.266, kb_relative_information_score: 340.2549, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4821, predictive_accuracy: 0.509, prior_entropy: 2.3005, recall: 0.509, relative_absolute_error: 1.076, 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: 0.743, f_measure: 0.4223, kappa: 0.239, kb_relative_information_score: 176.847, mean_absolute_error: 0.2777, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4624, predictive_accuracy: 0.4371, prior_entropy: 2.3005, recall: 0.4371, relative_absolute_error: 1.1073, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.0521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5339, kappa: 0.3807, kb_relative_information_score: 2369.4477, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5296, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.7022, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.6132, kappa: 0.4868, kb_relative_information_score: 3059.4505, mean_absolute_error: 0.1353, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6116, predictive_accuracy: 0.6242, prior_entropy: 2.3005, recall: 0.6242, relative_absolute_error: 0.5397, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.8842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.6093, kappa: 0.4822, kb_relative_information_score: 3055.059, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6071, predictive_accuracy: 0.6218, prior_entropy: 2.3005, recall: 0.6218, relative_absolute_error: 0.5364, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.8899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.6035, kappa: 0.476, kb_relative_information_score: 2550.3693, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5989, predictive_accuracy: 0.6198, prior_entropy: 2.3005, recall: 0.6198, relative_absolute_error: 0.6754, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.8207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.5877, kappa: 0.454, kb_relative_information_score: 2585.6788, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5815, predictive_accuracy: 0.6007, prior_entropy: 2.3005, recall: 0.6007, relative_absolute_error: 0.6698, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.8384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.5926, kappa: 0.4612, kb_relative_information_score: 2391.1124, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5911, predictive_accuracy: 0.6143, prior_entropy: 2.3005, recall: 0.6143, relative_absolute_error: 0.7128, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.8291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, f_measure: 0.5335, kappa: 0.3801, kb_relative_information_score: 2370.3684, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.529, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.6873, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.9234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.5471, kappa: 0.4018, kb_relative_information_score: 2009.5318, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5547, predictive_accuracy: 0.5804, prior_entropy: 2.3005, recall: 0.5804, relative_absolute_error: 0.7679, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7784, f_measure: 0.5388, kappa: 0.3869, kb_relative_information_score: 2562.0195, mean_absolute_error: 0.1628, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5379, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6492, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.9514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.5903, kappa: 0.4578, kb_relative_information_score: 2392.6703, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5881, predictive_accuracy: 0.6113, prior_entropy: 2.3005, recall: 0.6113, relative_absolute_error: 0.712, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2934, root_relative_squared_error: 0.8286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8568, f_measure: 0.5605, kappa: 0.4184, kb_relative_information_score: 2094.9656, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5673, predictive_accuracy: 0.5907, prior_entropy: 2.3005, recall: 0.5907, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.8483,
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: 0.7741, 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: 0.7728, f_measure: 0.5417, kappa: 0.3903, kb_relative_information_score: 2502.6156, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5411, predictive_accuracy: 0.5433, prior_entropy: 2.3005, recall: 0.5433, relative_absolute_error: 0.6551, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, f_measure: 0.5391, kappa: 0.3872, kb_relative_information_score: 2462.0927, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5372, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.6682, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.9354,
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: 0.7892, 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: 0.78, 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: 0.8516, f_measure: 0.575, kappa: 0.4367, kb_relative_information_score: 2409.6502, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5695, predictive_accuracy: 0.5915, prior_entropy: 2.3005, recall: 0.5915, relative_absolute_error: 0.7036, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.5544, kappa: 0.411, kb_relative_information_score: 2053.551, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.56, predictive_accuracy: 0.5852, prior_entropy: 2.3005, recall: 0.5852, relative_absolute_error: 0.7599, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.8517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7694, f_measure: 0.5443, kappa: 0.3939, kb_relative_information_score: 2550.9738, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5444, predictive_accuracy: 0.5451, prior_entropy: 2.3005, recall: 0.5451, relative_absolute_error: 0.6458, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3401, root_relative_squared_error: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.743, kappa: 0.1319, kb_relative_information_score: 439.9174, mean_absolute_error: 0.2596, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4667, prior_entropy: 2.3005, recall: 0.4667, relative_absolute_error: 1.0352, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.9935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.6157, kappa: 0.4907, kb_relative_information_score: 218.4762, mean_absolute_error: 0.276, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6107, predictive_accuracy: 0.6259, prior_entropy: 2.3005, recall: 0.6259, relative_absolute_error: 1.1007, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3703, root_relative_squared_error: 1.0459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.5791, kappa: 0.4436, kb_relative_information_score: 2278.0213, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5795, predictive_accuracy: 0.6038, prior_entropy: 2.3005, recall: 0.6038, relative_absolute_error: 0.7308, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.8372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, kappa: 0.078, kb_relative_information_score: 230.5568, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4446, prior_entropy: 2.3005, recall: 0.4446, relative_absolute_error: 1.0892, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3667, root_relative_squared_error: 1.0357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.5741, kappa: 0.4363, kb_relative_information_score: 2216.7158, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5745, predictive_accuracy: 0.5989, prior_entropy: 2.3005, recall: 0.5989, relative_absolute_error: 0.7385, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.8427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.62, kappa: 0.4974, kb_relative_information_score: 2622.8478, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6153, predictive_accuracy: 0.6339, prior_entropy: 2.3005, recall: 0.6339, relative_absolute_error: 0.6692, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.8158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.5012, kappa: 0.338, kb_relative_information_score: 508.2009, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5176, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 1.0535, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3566, root_relative_squared_error: 1.0071,

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