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: 0.8594, f_measure: 0.5732, kappa: 0.434, kb_relative_information_score: 2212.1715, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5763, predictive_accuracy: 0.5994, prior_entropy: 2.3005, recall: 0.5994, relative_absolute_error: 0.7438, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.8421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.5599, kappa: 0.4183, kb_relative_information_score: 2129.246, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5625, predictive_accuracy: 0.5891, prior_entropy: 2.3005, recall: 0.5891, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.8481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.5748, kappa: 0.4375, kb_relative_information_score: 2235.5371, mean_absolute_error: 0.1832, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5729, predictive_accuracy: 0.5971, prior_entropy: 2.3005, recall: 0.5971, relative_absolute_error: 0.7304, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.8423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.544, kappa: 0.3976, kb_relative_information_score: 2006.21, mean_absolute_error: 0.1936, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5515, predictive_accuracy: 0.5781, prior_entropy: 2.3005, recall: 0.5781, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.8579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.5719, kappa: 0.4339, kb_relative_information_score: 2202.5068, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5727, predictive_accuracy: 0.5976, prior_entropy: 2.3005, recall: 0.5976, relative_absolute_error: 0.741, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.8439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8716, f_measure: 0.5991, kappa: 0.4706, kb_relative_information_score: 2479.3138, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.596, predictive_accuracy: 0.6187, prior_entropy: 2.3005, recall: 0.6187, relative_absolute_error: 0.69, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.8213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.5466, kappa: 0.3994, kb_relative_information_score: 2007.3738, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5568, predictive_accuracy: 0.5801, prior_entropy: 2.3005, recall: 0.5801, relative_absolute_error: 0.7694, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.8556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.6175, kappa: 0.4938, kb_relative_information_score: 2662.5545, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6128, predictive_accuracy: 0.6309, prior_entropy: 2.3005, recall: 0.6309, relative_absolute_error: 0.6619, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2886, root_relative_squared_error: 0.8152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.5979, kappa: 0.4687, kb_relative_information_score: 2460.5101, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5952, predictive_accuracy: 0.6178, prior_entropy: 2.3005, recall: 0.6178, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.8228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.6023, kappa: 0.4739, kb_relative_information_score: 2635.4929, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5968, predictive_accuracy: 0.6172, prior_entropy: 2.3005, recall: 0.6172, relative_absolute_error: 0.6627, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.8237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.595, kappa: 0.4647, kb_relative_information_score: 2439.0438, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5922, predictive_accuracy: 0.6151, prior_entropy: 2.3005, recall: 0.6151, relative_absolute_error: 0.6978, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.8235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.5972, kappa: 0.4674, kb_relative_information_score: 2414.9886, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5957, predictive_accuracy: 0.6175, prior_entropy: 2.3005, recall: 0.6175, relative_absolute_error: 0.7058, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.8249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8704, f_measure: 0.6173, kappa: 0.4932, kb_relative_information_score: 2674.7786, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.613, predictive_accuracy: 0.6306, prior_entropy: 2.3005, recall: 0.6306, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.8168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8545, f_measure: 0.5808, kappa: 0.445, kb_relative_information_score: 2436.7358, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5753, predictive_accuracy: 0.5979, prior_entropy: 2.3005, recall: 0.5979, relative_absolute_error: 0.6989, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.5661, kappa: 0.4261, kb_relative_information_score: 2171.1514, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5673, predictive_accuracy: 0.5933, prior_entropy: 2.3005, recall: 0.5933, relative_absolute_error: 0.7477, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.5538, kappa: 0.4082, kb_relative_information_score: 2372.6402, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5471, predictive_accuracy: 0.5693, prior_entropy: 2.3005, recall: 0.5693, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.5835, kappa: 0.4483, kb_relative_information_score: 2348.9722, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5836, predictive_accuracy: 0.6064, prior_entropy: 2.3005, recall: 0.6064, relative_absolute_error: 0.7223, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.6057, kappa: 0.4786, kb_relative_information_score: 2566.0987, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6018, predictive_accuracy: 0.6228, prior_entropy: 2.3005, recall: 0.6228, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.8174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.5961, kappa: 0.4659, kb_relative_information_score: 2409.8324, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5931, predictive_accuracy: 0.6159, prior_entropy: 2.3005, recall: 0.6159, relative_absolute_error: 0.7052, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.8254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.5894, kappa: 0.4567, kb_relative_information_score: 2426.6226, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5852, predictive_accuracy: 0.6084, prior_entropy: 2.3005, recall: 0.6084, relative_absolute_error: 0.7021, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.58, kappa: 0.4442, kb_relative_information_score: 2273.3105, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5781, predictive_accuracy: 0.602, prior_entropy: 2.3005, recall: 0.602, relative_absolute_error: 0.724, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.297, root_relative_squared_error: 0.8387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.5734, kappa: 0.4355, kb_relative_information_score: 2211.5576, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5752, predictive_accuracy: 0.5995, prior_entropy: 2.3005, recall: 0.5995, relative_absolute_error: 0.7414, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.8418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8713, f_measure: 0.6121, kappa: 0.4865, kb_relative_information_score: 2671.855, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6074, predictive_accuracy: 0.6262, prior_entropy: 2.3005, recall: 0.6262, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.8167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.846, f_measure: 0.5312, kappa: 0.3796, kb_relative_information_score: 1943.2579, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5433, predictive_accuracy: 0.5693, prior_entropy: 2.3005, recall: 0.5693, relative_absolute_error: 0.7821, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5168, kappa: 0.3588, kb_relative_information_score: 2125.57, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.51, predictive_accuracy: 0.5314, prior_entropy: 2.3005, recall: 0.5314, relative_absolute_error: 0.7378, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7714, f_measure: 0.5417, kappa: 0.3903, kb_relative_information_score: 2510.5745, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5411, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.6517, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.9641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.5313, kappa: 0.3774, kb_relative_information_score: 2315.044, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5259, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6977, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7949, f_measure: 0.5337, kappa: 0.3811, kb_relative_information_score: 2263.2886, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5276, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.9108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.5352, kappa: 0.3822, kb_relative_information_score: 2429.5134, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5324, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6872, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.5418, kappa: 0.3909, kb_relative_information_score: 2525.2991, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5396, predictive_accuracy: 0.5456, prior_entropy: 2.3005, recall: 0.5456, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.9277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.5286, kappa: 0.3737, kb_relative_information_score: 2267.4252, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5225, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7934, f_measure: 0.5318, kappa: 0.3781, kb_relative_information_score: 2313.0523, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5264, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6982, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.9152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.5228, kappa: 0.3663, kb_relative_information_score: 2200.3302, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5163, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.5377, kappa: 0.3853, kb_relative_information_score: 2557.7448, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5375, predictive_accuracy: 0.5392, prior_entropy: 2.3005, recall: 0.5392, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.9391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.5241, kappa: 0.3679, kb_relative_information_score: 2204.4962, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5176, predictive_accuracy: 0.5355, prior_entropy: 2.3005, recall: 0.5355, relative_absolute_error: 0.7199, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7881, f_measure: 0.543, kappa: 0.3925, kb_relative_information_score: 2539.3392, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5404, predictive_accuracy: 0.5471, prior_entropy: 2.3005, recall: 0.5471, relative_absolute_error: 0.6619, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.5333, kappa: 0.3798, kb_relative_information_score: 2368.5702, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5289, predictive_accuracy: 0.5417, prior_entropy: 2.3005, recall: 0.5417, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.5339, kappa: 0.3813, kb_relative_information_score: 2261.5556, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.528, predictive_accuracy: 0.5438, prior_entropy: 2.3005, recall: 0.5438, relative_absolute_error: 0.7099, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3227, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.5337, kappa: 0.3804, kb_relative_information_score: 2374.5503, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.7012, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.5397, kappa: 0.3883, kb_relative_information_score: 2470.1938, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5373, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 0.6785, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.9242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.5239, kappa: 0.3674, kb_relative_information_score: 2221.914, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5175, predictive_accuracy: 0.5364, prior_entropy: 2.3005, recall: 0.5364, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7963, f_measure: 0.5178, kappa: 0.3599, kb_relative_information_score: 2154.6597, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5109, predictive_accuracy: 0.5312, prior_entropy: 2.3005, recall: 0.5312, relative_absolute_error: 0.7322, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.529, kappa: 0.3743, kb_relative_information_score: 2351.2568, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5239, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7068, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3199, root_relative_squared_error: 0.9034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.5383, kappa: 0.3863, kb_relative_information_score: 2452.9369, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5353, predictive_accuracy: 0.543, prior_entropy: 2.3005, recall: 0.543, relative_absolute_error: 0.6702, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.9337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5335, kappa: 0.3801, kb_relative_information_score: 2417.9993, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5303, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.692, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7767, f_measure: 0.5394, kappa: 0.3874, kb_relative_information_score: 2497.5014, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.539, predictive_accuracy: 0.5412, prior_entropy: 2.3005, recall: 0.5412, relative_absolute_error: 0.6581, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.9521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7414, f_measure: 0.5455, kappa: 0.3955, kb_relative_information_score: 2650.3197, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5536, predictive_accuracy: 0.541, prior_entropy: 2.3005, recall: 0.541, relative_absolute_error: 0.608, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.363, root_relative_squared_error: 1.0253,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.5359, kappa: 0.3831, kb_relative_information_score: 2510.4592, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5345, predictive_accuracy: 0.5389, prior_entropy: 2.3005, recall: 0.5389, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.33, root_relative_squared_error: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.5149, kappa: 0.3565, kb_relative_information_score: 2112.9532, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5075, predictive_accuracy: 0.5309, prior_entropy: 2.3005, recall: 0.5309, relative_absolute_error: 0.7404, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.9081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7749, f_measure: 0.5417, kappa: 0.3905, kb_relative_information_score: 2545.5972, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5407, predictive_accuracy: 0.5435, prior_entropy: 2.3005, recall: 0.5435, relative_absolute_error: 0.649, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.9526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7872, f_measure: 0.5354, kappa: 0.3825, kb_relative_information_score: 2512.0494, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5343, predictive_accuracy: 0.5381, prior_entropy: 2.3005, recall: 0.5381, relative_absolute_error: 0.6689, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.5338, kappa: 0.3804, kb_relative_information_score: 2370.0846, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5295, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7889, f_measure: 0.536, kappa: 0.3833, kb_relative_information_score: 2457.9472, mean_absolute_error: 0.1702, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5334, predictive_accuracy: 0.54, prior_entropy: 2.3005, recall: 0.54, relative_absolute_error: 0.6788, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.9268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5196, kappa: 0.3622, kb_relative_information_score: 2173.95, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5122, predictive_accuracy: 0.5324, prior_entropy: 2.3005, recall: 0.5324, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3217, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.5273, kappa: 0.3719, kb_relative_information_score: 2330.3068, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5217, predictive_accuracy: 0.5379, prior_entropy: 2.3005, recall: 0.5379, relative_absolute_error: 0.7114, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.9019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, f_measure: 0.5392, kappa: 0.3874, kb_relative_information_score: 2459.2532, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5362, predictive_accuracy: 0.544, prior_entropy: 2.3005, recall: 0.544, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.9323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.5197, kappa: 0.3624, kb_relative_information_score: 2172.6353, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5123, predictive_accuracy: 0.5324, prior_entropy: 2.3005, recall: 0.5324, relative_absolute_error: 0.7278, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.9083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.622, kappa: 0.4996, kb_relative_information_score: 2659.4731, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6175, predictive_accuracy: 0.6352, prior_entropy: 2.3005, recall: 0.6352, relative_absolute_error: 0.6626, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.5431, kappa: 0.3944, kb_relative_information_score: 2001.2609, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5522, predictive_accuracy: 0.5775, prior_entropy: 2.3005, recall: 0.5775, relative_absolute_error: 0.7743, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.5898, kappa: 0.4572, kb_relative_information_score: 2362.2228, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5893, predictive_accuracy: 0.612, prior_entropy: 2.3005, recall: 0.612, relative_absolute_error: 0.7168, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.8314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.587, kappa: 0.4536, kb_relative_information_score: 2293.6541, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5872, predictive_accuracy: 0.6098, prior_entropy: 2.3005, recall: 0.6098, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2952, root_relative_squared_error: 0.8337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.5718, kappa: 0.4332, kb_relative_information_score: 2236.6788, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5708, predictive_accuracy: 0.5951, prior_entropy: 2.3005, recall: 0.5951, relative_absolute_error: 0.7345, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.8434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.5568, kappa: 0.4138, kb_relative_information_score: 2101.8597, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5605, predictive_accuracy: 0.587, prior_entropy: 2.3005, recall: 0.587, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.8506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.5455, kappa: 0.3988, kb_relative_information_score: 1981.8754, mean_absolute_error: 0.1938, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5549, predictive_accuracy: 0.5794, prior_entropy: 2.3005, recall: 0.5794, relative_absolute_error: 0.7728, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.5726, kappa: 0.4335, kb_relative_information_score: 2519.6573, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.566, predictive_accuracy: 0.5853, prior_entropy: 2.3005, recall: 0.5853, relative_absolute_error: 0.6805, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3008, root_relative_squared_error: 0.8496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.5887, kappa: 0.4557, kb_relative_information_score: 2337.607, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5886, predictive_accuracy: 0.6111, prior_entropy: 2.3005, recall: 0.6111, relative_absolute_error: 0.7211, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.8327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.5874, kappa: 0.4542, kb_relative_information_score: 2325.9728, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5866, predictive_accuracy: 0.6097, prior_entropy: 2.3005, recall: 0.6097, relative_absolute_error: 0.7244, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.295, root_relative_squared_error: 0.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.5701, kappa: 0.4312, kb_relative_information_score: 2144.3273, mean_absolute_error: 0.1874, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5732, predictive_accuracy: 0.5966, prior_entropy: 2.3005, recall: 0.5966, relative_absolute_error: 0.7474, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.5507, kappa: 0.4052, kb_relative_information_score: 2020.2037, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5583, predictive_accuracy: 0.5822, prior_entropy: 2.3005, recall: 0.5822, relative_absolute_error: 0.7656, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.8542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.5825, kappa: 0.4478, kb_relative_information_score: 2234.3631, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5824, predictive_accuracy: 0.6061, prior_entropy: 2.3005, recall: 0.6061, relative_absolute_error: 0.7313, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.5371, kappa: 0.3883, kb_relative_information_score: 1969.3132, mean_absolute_error: 0.1952, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5454, predictive_accuracy: 0.5736, prior_entropy: 2.3005, recall: 0.5736, relative_absolute_error: 0.7783, 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: 0.8669, f_measure: 0.5991, kappa: 0.4695, kb_relative_information_score: 2583.8253, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5939, predictive_accuracy: 0.6146, prior_entropy: 2.3005, recall: 0.6146, relative_absolute_error: 0.6723, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.8241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.5551, kappa: 0.4121, kb_relative_information_score: 2047.5023, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5615, predictive_accuracy: 0.5858, prior_entropy: 2.3005, recall: 0.5858, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3017, root_relative_squared_error: 0.8522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.6065, kappa: 0.4797, kb_relative_information_score: 2529.4114, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6032, predictive_accuracy: 0.6236, prior_entropy: 2.3005, recall: 0.6236, relative_absolute_error: 0.6866, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.29, root_relative_squared_error: 0.8191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.5911, kappa: 0.4586, kb_relative_information_score: 2547.2332, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5855, predictive_accuracy: 0.6051, prior_entropy: 2.3005, recall: 0.6051, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.8345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.5737, kappa: 0.4357, kb_relative_information_score: 2234.6678, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5742, predictive_accuracy: 0.5991, prior_entropy: 2.3005, recall: 0.5991, relative_absolute_error: 0.7382, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.5565, kappa: 0.4132, kb_relative_information_score: 2096.4435, mean_absolute_error: 0.1898, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5624, predictive_accuracy: 0.5873, prior_entropy: 2.3005, recall: 0.5873, relative_absolute_error: 0.757, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.5528, kappa: 0.4092, kb_relative_information_score: 2068.3737, mean_absolute_error: 0.1901, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5586, predictive_accuracy: 0.5842, prior_entropy: 2.3005, recall: 0.5842, relative_absolute_error: 0.758, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.8504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.563, kappa: 0.422, kb_relative_information_score: 2142.1569, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5649, predictive_accuracy: 0.5907, prior_entropy: 2.3005, recall: 0.5907, relative_absolute_error: 0.7514, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3001, root_relative_squared_error: 0.8474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.6049, kappa: 0.4774, kb_relative_information_score: 2602.9077, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5994, predictive_accuracy: 0.6195, prior_entropy: 2.3005, recall: 0.6195, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.8214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8666, f_measure: 0.5908, kappa: 0.4588, kb_relative_information_score: 2360.4324, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5892, predictive_accuracy: 0.6123, prior_entropy: 2.3005, recall: 0.6123, relative_absolute_error: 0.717, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.8306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.5686, kappa: 0.4285, kb_relative_information_score: 2327.0171, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5621, predictive_accuracy: 0.5848, prior_entropy: 2.3005, recall: 0.5848, relative_absolute_error: 0.71, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.8524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.597, kappa: 0.4673, kb_relative_information_score: 2382.4877, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5955, predictive_accuracy: 0.6177, prior_entropy: 2.3005, recall: 0.6177, relative_absolute_error: 0.7137, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.8281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.5441, kappa: 0.3952, kb_relative_information_score: 1982.4563, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5572, predictive_accuracy: 0.5793, prior_entropy: 2.3005, recall: 0.5793, relative_absolute_error: 0.7766, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.8578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.5634, kappa: 0.4226, kb_relative_information_score: 2100.2435, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5676, predictive_accuracy: 0.592, prior_entropy: 2.3005, recall: 0.592, relative_absolute_error: 0.754, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3001, root_relative_squared_error: 0.8477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8623, f_measure: 0.5815, kappa: 0.4467, kb_relative_information_score: 2255.8448, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5812, predictive_accuracy: 0.6051, prior_entropy: 2.3005, recall: 0.6051, relative_absolute_error: 0.7277, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.8369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.5488, kappa: 0.4038, kb_relative_information_score: 2030.595, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5541, predictive_accuracy: 0.5807, prior_entropy: 2.3005, recall: 0.5807, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3022, root_relative_squared_error: 0.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.5677, kappa: 0.4281, kb_relative_information_score: 2157.1912, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5696, predictive_accuracy: 0.5937, prior_entropy: 2.3005, recall: 0.5937, relative_absolute_error: 0.7454, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.8437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.855, f_measure: 0.5577, kappa: 0.4151, kb_relative_information_score: 2081.5437, mean_absolute_error: 0.1898, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5614, predictive_accuracy: 0.5868, prior_entropy: 2.3005, recall: 0.5868, relative_absolute_error: 0.7567, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.8491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, f_measure: 0.596, kappa: 0.4655, kb_relative_information_score: 2550.5598, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5905, predictive_accuracy: 0.6111, prior_entropy: 2.3005, recall: 0.6111, relative_absolute_error: 0.6731, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.8289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.6153, kappa: 0.4907, kb_relative_information_score: 2567.9475, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6117, predictive_accuracy: 0.6306, prior_entropy: 2.3005, recall: 0.6306, relative_absolute_error: 0.6827, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.8199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8216, f_measure: 0.5335, kappa: 0.38, kb_relative_information_score: 2279.6374, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5265, predictive_accuracy: 0.5489, prior_entropy: 2.3005, recall: 0.5489, relative_absolute_error: 0.7201, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.8844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.578, kappa: 0.442, kb_relative_information_score: 2252.0173, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5773, predictive_accuracy: 0.6022, prior_entropy: 2.3005, recall: 0.6022, relative_absolute_error: 0.7299, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2961, root_relative_squared_error: 0.8362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.5854, kappa: 0.4514, kb_relative_information_score: 2461.6657, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5801, predictive_accuracy: 0.603, prior_entropy: 2.3005, recall: 0.603, relative_absolute_error: 0.6955, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.8307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8683, f_measure: 0.6127, kappa: 0.487, kb_relative_information_score: 2741.9526, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6075, predictive_accuracy: 0.6249, prior_entropy: 2.3005, recall: 0.6249, relative_absolute_error: 0.6389, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2907, root_relative_squared_error: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.5214, kappa: 0.3632, kb_relative_information_score: 1825.5481, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.546, predictive_accuracy: 0.5633, prior_entropy: 2.3005, recall: 0.5633, relative_absolute_error: 0.8023, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.6109, kappa: 0.4857, kb_relative_information_score: 2509.9367, mean_absolute_error: 0.1732, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6072, predictive_accuracy: 0.6277, prior_entropy: 2.3005, recall: 0.6277, relative_absolute_error: 0.6907, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.8194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, f_measure: 0.6198, kappa: 0.4972, kb_relative_information_score: 2687.478, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6151, predictive_accuracy: 0.6332, prior_entropy: 2.3005, recall: 0.6332, relative_absolute_error: 0.6548, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.8142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8727, f_measure: 0.6095, kappa: 0.4838, kb_relative_information_score: 2599.524, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6051, predictive_accuracy: 0.6255, prior_entropy: 2.3005, recall: 0.6255, relative_absolute_error: 0.6727, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.8165,

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