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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18740 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8005, f_measure: 0.5205, kappa: 0.3629, kb_relative_information_score: 2201.105, 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: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, f_measure: 0.5367, kappa: 0.3843, kb_relative_information_score: 2401.5021, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5326, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.6814, 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: 0.7654, f_measure: 0.5448, kappa: 0.3947, kb_relative_information_score: 2582.6848, mean_absolute_error: 0.1603, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5454, predictive_accuracy: 0.5453, prior_entropy: 2.3005, recall: 0.5453, relative_absolute_error: 0.6393, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, f_measure: 0.5271, kappa: 0.3717, kb_relative_information_score: 2329.7358, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5214, predictive_accuracy: 0.5379, prior_entropy: 2.3005, recall: 0.5379, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3195, root_relative_squared_error: 0.9024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8033, f_measure: 0.5266, kappa: 0.3709, kb_relative_information_score: 2309.0544, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5203, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7136, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5301, kappa: 0.3758, kb_relative_information_score: 2285.6706, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5248, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7038, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.5149, kappa: 0.3565, kb_relative_information_score: 2110.5779, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5075, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.5474, kappa: 0.3981, kb_relative_information_score: 2664.4519, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5527, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.6149, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.9948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, f_measure: 0.5463, kappa: 0.3964, kb_relative_information_score: 2614.0127, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5478, predictive_accuracy: 0.5461, prior_entropy: 2.3005, recall: 0.5461, relative_absolute_error: 0.6262, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.9952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7727, f_measure: 0.5428, kappa: 0.3918, kb_relative_information_score: 2627.246, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5447, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.6353, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3405, root_relative_squared_error: 0.9617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.5175, kappa: 0.3599, kb_relative_information_score: 2127.8054, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.5322, prior_entropy: 2.3005, recall: 0.5322, relative_absolute_error: 0.7373, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8022, f_measure: 0.5241, kappa: 0.3677, kb_relative_information_score: 2222.5078, 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: 0.3188, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8036, f_measure: 0.5259, kappa: 0.3701, kb_relative_information_score: 2306.6488, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5195, predictive_accuracy: 0.5378, prior_entropy: 2.3005, recall: 0.5378, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.5259, kappa: 0.3701, kb_relative_information_score: 2305.4322, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5194, predictive_accuracy: 0.5378, prior_entropy: 2.3005, recall: 0.5378, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.9001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.5237, kappa: 0.3674, kb_relative_information_score: 2203.9499, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5172, predictive_accuracy: 0.5351, prior_entropy: 2.3005, recall: 0.5351, relative_absolute_error: 0.7203, 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: 0.7971, f_measure: 0.5304, kappa: 0.3764, kb_relative_information_score: 2239.5186, mean_absolute_error: 0.179, 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: 0.7137, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7837, f_measure: 0.5375, kappa: 0.3848, kb_relative_information_score: 2558.8525, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5375, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.6557, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.9393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.786, f_measure: 0.5424, kappa: 0.3917, kb_relative_information_score: 2566.7388, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5403, predictive_accuracy: 0.5456, prior_entropy: 2.3005, recall: 0.5456, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3313, root_relative_squared_error: 0.9358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7655, f_measure: 0.5422, kappa: 0.3911, kb_relative_information_score: 2546.1367, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5428, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7406, f_measure: 0.5432, kappa: 0.3927, kb_relative_information_score: 2629.6487, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5522, predictive_accuracy: 0.5384, prior_entropy: 2.3005, recall: 0.5384, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3631, root_relative_squared_error: 1.0255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.532, kappa: 0.3785, kb_relative_information_score: 2390.6548, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5283, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.6976, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7981, f_measure: 0.5329, kappa: 0.3796, kb_relative_information_score: 2384.8343, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5293, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6981, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.5304, kappa: 0.3761, kb_relative_information_score: 2357.8123, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5252, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.7062, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.9026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7776, f_measure: 0.5391, kappa: 0.3869, kb_relative_information_score: 2477.9866, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.538, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.6604, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3372, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5222, kappa: 0.3656, kb_relative_information_score: 2188.3962, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5154, predictive_accuracy: 0.5337, prior_entropy: 2.3005, recall: 0.5337, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.5354, kappa: 0.3828, kb_relative_information_score: 2428.1257, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5308, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.6755, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.9244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5329, kappa: 0.3792, kb_relative_information_score: 2419.4735, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5381, prior_entropy: 2.3005, recall: 0.5381, relative_absolute_error: 0.6924, 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: 0.8047, f_measure: 0.5264, kappa: 0.3707, kb_relative_information_score: 2276.4805, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5203, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.726, f_measure: 0.5603, kappa: 0.415, kb_relative_information_score: 2638.6887, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5624, predictive_accuracy: 0.5585, prior_entropy: 2.3005, recall: 0.5585, relative_absolute_error: 0.587, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3796, root_relative_squared_error: 1.0722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.5309, kappa: 0.3771, kb_relative_information_score: 2238.3808, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5253, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.7139, 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: 0.795, f_measure: 0.5175, kappa: 0.3598, kb_relative_information_score: 2127.6098, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7375, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.5298, kappa: 0.3754, kb_relative_information_score: 2327.2057, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5252, predictive_accuracy: 0.5373, prior_entropy: 2.3005, recall: 0.5373, relative_absolute_error: 0.6949, 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: 0.7956, f_measure: 0.5239, kappa: 0.3676, kb_relative_information_score: 2202.2697, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5174, predictive_accuracy: 0.5353, prior_entropy: 2.3005, recall: 0.5353, relative_absolute_error: 0.7203, 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: 0.7644, f_measure: 0.5431, kappa: 0.3923, kb_relative_information_score: 2569.4212, mean_absolute_error: 0.1605, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5433, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.9692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.5263, kappa: 0.3706, kb_relative_information_score: 2277.9776, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5203, predictive_accuracy: 0.5387, prior_entropy: 2.3005, recall: 0.5387, relative_absolute_error: 0.719, 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: 0.7861, f_measure: 0.5348, kappa: 0.3817, kb_relative_information_score: 2499.8254, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5334, predictive_accuracy: 0.5376, prior_entropy: 2.3005, recall: 0.5376, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.5151, kappa: 0.3567, kb_relative_information_score: 2111.9173, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5077, predictive_accuracy: 0.5311, prior_entropy: 2.3005, recall: 0.5311, relative_absolute_error: 0.7405, 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: 0.7396, f_measure: 0.5565, kappa: 0.4099, kb_relative_information_score: 2654.9712, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.56, predictive_accuracy: 0.5539, prior_entropy: 2.3005, recall: 0.5539, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3651, root_relative_squared_error: 1.0312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.5362, kappa: 0.3837, kb_relative_information_score: 2431.4279, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5317, predictive_accuracy: 0.5427, prior_entropy: 2.3005, recall: 0.5427, relative_absolute_error: 0.675, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.9241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.5214, kappa: 0.3645, kb_relative_information_score: 2188.3148, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5146, predictive_accuracy: 0.5329, prior_entropy: 2.3005, recall: 0.5329, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.5544, kappa: 0.4073, kb_relative_information_score: 2593.5349, mean_absolute_error: 0.1496, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5565, predictive_accuracy: 0.5526, prior_entropy: 2.3005, recall: 0.5526, relative_absolute_error: 0.5967, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.5287, kappa: 0.3738, kb_relative_information_score: 2349.6186, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5236, predictive_accuracy: 0.5381, prior_entropy: 2.3005, recall: 0.5381, relative_absolute_error: 0.7071, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3199, root_relative_squared_error: 0.9036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.5178, kappa: 0.3601, kb_relative_information_score: 2128.8188, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5109, predictive_accuracy: 0.5324, prior_entropy: 2.3005, recall: 0.5324, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.5215, kappa: 0.3646, kb_relative_information_score: 2186.2439, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5148, predictive_accuracy: 0.5329, prior_entropy: 2.3005, recall: 0.5329, relative_absolute_error: 0.7249, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.5366, kappa: 0.3841, kb_relative_information_score: 2474.4731, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5344, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6766, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, f_measure: 0.5269, kappa: 0.3714, kb_relative_information_score: 2305.5293, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5207, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 0.7143, 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: 0.7993, f_measure: 0.5345, kappa: 0.3814, kb_relative_information_score: 2369.5529, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5302, predictive_accuracy: 0.5428, prior_entropy: 2.3005, recall: 0.5428, relative_absolute_error: 0.7022, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7944, f_measure: 0.53, kappa: 0.3757, kb_relative_information_score: 2283.1295, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5248, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7043, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.9129,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, f_measure: 0.5327, kappa: 0.3794, kb_relative_information_score: 2387.9875, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5292, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6975, 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: 0.796, f_measure: 0.5149, kappa: 0.3564, kb_relative_information_score: 2112.621, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5075, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7405, 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: 0.7896, f_measure: 0.5376, kappa: 0.3855, kb_relative_information_score: 2465.9619, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5354, predictive_accuracy: 0.5414, prior_entropy: 2.3005, recall: 0.5414, relative_absolute_error: 0.6774, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.5204, kappa: 0.3628, kb_relative_information_score: 2200.704, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5141, predictive_accuracy: 0.534, prior_entropy: 2.3005, recall: 0.534, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9014,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.542, kappa: 0.3908, kb_relative_information_score: 2603.4852, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5421, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6437, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3361, root_relative_squared_error: 0.9491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5151, kappa: 0.3567, kb_relative_information_score: 2113.73, mean_absolute_error: 0.1856, 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: 0.7402, 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: 0.7904, f_measure: 0.5337, kappa: 0.3805, kb_relative_information_score: 2373.8363, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5289, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.9232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.5306, kappa: 0.3765, kb_relative_information_score: 2287.9708, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5254, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.7036, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.323, root_relative_squared_error: 0.9123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.5468, kappa: 0.397, kb_relative_information_score: 2617.8708, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5484, predictive_accuracy: 0.5466, prior_entropy: 2.3005, recall: 0.5466, relative_absolute_error: 0.6262, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5302, kappa: 0.3756, kb_relative_information_score: 2357.4153, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5252, 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: 0.3195, root_relative_squared_error: 0.9024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.5361, kappa: 0.3835, kb_relative_information_score: 2458.657, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.533, predictive_accuracy: 0.5415, prior_entropy: 2.3005, recall: 0.5415, relative_absolute_error: 0.6811, 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: 0.8016, f_measure: 0.5242, kappa: 0.3678, kb_relative_information_score: 2221.5477, mean_absolute_error: 0.1829, 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: 0.7293, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.534, kappa: 0.3808, kb_relative_information_score: 2371.114, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.5415, kappa: 0.3901, kb_relative_information_score: 2622.7879, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5435, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6353, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.5305, kappa: 0.3765, kb_relative_information_score: 2237.5832, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5249, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.7145, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5351, kappa: 0.383, kb_relative_information_score: 2262.1843, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5289, predictive_accuracy: 0.5453, prior_entropy: 2.3005, recall: 0.5453, relative_absolute_error: 0.7096, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.5333, kappa: 0.3799, kb_relative_information_score: 2372.9092, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5286, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6872, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.327, root_relative_squared_error: 0.9236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7441, f_measure: 0.5447, kappa: 0.3945, kb_relative_information_score: 2631.6769, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5512, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.6139, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3604, root_relative_squared_error: 1.0179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.5308, kappa: 0.3769, kb_relative_information_score: 2239.8994, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5251, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.7139, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.9102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7847, f_measure: 0.5387, kappa: 0.3867, kb_relative_information_score: 2456.05, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5367, predictive_accuracy: 0.542, prior_entropy: 2.3005, recall: 0.542, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3313, root_relative_squared_error: 0.9356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8038, f_measure: 0.5275, kappa: 0.3721, kb_relative_information_score: 2310.0968, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5212, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3186, root_relative_squared_error: 0.8998,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7794, f_measure: 0.5418, kappa: 0.3906, kb_relative_information_score: 2601.2253, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5413, predictive_accuracy: 0.5433, prior_entropy: 2.3005, recall: 0.5433, relative_absolute_error: 0.6421, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.9478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7955, f_measure: 0.5222, kappa: 0.3654, kb_relative_information_score: 2189.9502, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5155, predictive_accuracy: 0.5335, prior_entropy: 2.3005, recall: 0.5335, relative_absolute_error: 0.7243, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.5389, kappa: 0.3871, kb_relative_information_score: 2455.4227, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5358, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.6699, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.9325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, f_measure: 0.5327, kappa: 0.3792, kb_relative_information_score: 2409.8186, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5281, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.328, root_relative_squared_error: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.5292, kappa: 0.3745, kb_relative_information_score: 2329.4425, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5243, predictive_accuracy: 0.5369, prior_entropy: 2.3005, recall: 0.5369, relative_absolute_error: 0.6942, 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: 0.7938, f_measure: 0.5311, kappa: 0.3771, kb_relative_information_score: 2316.0705, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5256, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6981, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.324, root_relative_squared_error: 0.915,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.5174, kappa: 0.3597, kb_relative_information_score: 2128.0401, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5107, predictive_accuracy: 0.532, prior_entropy: 2.3005, recall: 0.532, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.5347, kappa: 0.3816, kb_relative_information_score: 2419.8434, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5317, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6919, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.323, root_relative_squared_error: 0.9123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5335, kappa: 0.38, kb_relative_information_score: 2372.6477, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5292, predictive_accuracy: 0.5418, prior_entropy: 2.3005, recall: 0.5418, relative_absolute_error: 0.7014, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.9053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.5364, kappa: 0.3839, kb_relative_information_score: 2450.1429, mean_absolute_error: 0.1714, 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: 0.6837, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.9196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.5337, kappa: 0.3809, kb_relative_information_score: 2261.9087, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5276, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, f_measure: 0.5503, kappa: 0.4017, kb_relative_information_score: 2679.3716, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.554, predictive_accuracy: 0.5479, prior_entropy: 2.3005, recall: 0.5479, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3498, root_relative_squared_error: 0.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5207, kappa: 0.3632, kb_relative_information_score: 2201.6441, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5145, predictive_accuracy: 0.5342, prior_entropy: 2.3005, recall: 0.5342, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.5372, kappa: 0.3847, kb_relative_information_score: 2537.7156, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5357, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.6617, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.9338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8001, f_measure: 0.5341, kappa: 0.3809, kb_relative_information_score: 2374.3415, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5425, prior_entropy: 2.3005, recall: 0.5425, relative_absolute_error: 0.701, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.9055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8049, f_measure: 0.5282, kappa: 0.3732, kb_relative_information_score: 2265.1439, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5219, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.7221, 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: 0.7802, f_measure: 0.5398, kappa: 0.3883, kb_relative_information_score: 2481.8772, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.537, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6622, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.793, f_measure: 0.5346, kappa: 0.3814, kb_relative_information_score: 2424.6683, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5318, predictive_accuracy: 0.5396, prior_entropy: 2.3005, recall: 0.5396, relative_absolute_error: 0.6873, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9201,

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

OpenML APIs