OpenML
Supervised Classification on gas-drift

Supervised Classification on gas-drift

Task 9986 Supervised Classification gas-drift 10683 runs submitted
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  • OpenML100 study_107 study_123 study_14
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.777, f_measure: 0.6348, kappa: 0.5488, kb_relative_information_score: 8038.3394, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6776, predictive_accuracy: 0.6274, prior_entropy: 2.5457, recall: 0.6274, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.9508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6278, f_measure: 0.3828, kappa: 0.2517, kb_relative_information_score: 4276.3755, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.438, predictive_accuracy: 0.3752, prior_entropy: 2.5457, recall: 0.3752, relative_absolute_error: 0.758, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4564, root_relative_squared_error: 1.2312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.9645, kappa: 0.9569, kb_relative_information_score: 13329.7233, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.966, predictive_accuracy: 0.9645, prior_entropy: 2.5457, recall: 0.9645, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.2935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9876, kappa: 0.985, kb_relative_information_score: 13713.9661, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9876, predictive_accuracy: 0.9876, prior_entropy: 2.5457, recall: 0.9876, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0642, root_relative_squared_error: 0.1732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4392, f_measure: 0.047, kappa: -0.1204, kb_relative_information_score: -356.4402, mean_absolute_error: 0.3076, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.0412, predictive_accuracy: 0.0771, prior_entropy: 2.5457, recall: 0.0771, relative_absolute_error: 1.1197, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.5547, root_relative_squared_error: 1.4964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9922, kappa: 0.9906, kb_relative_information_score: 13789.8924, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 2.5457, recall: 0.9922, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0509, root_relative_squared_error: 0.1373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.773, kappa: 0.71, kb_relative_information_score: 10183.6087, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8301, predictive_accuracy: 0.7592, prior_entropy: 2.5457, recall: 0.7592, relative_absolute_error: 0.2922, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.7644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.943, f_measure: 0.9152, kappa: 0.891, kb_relative_information_score: 12493.741, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9366, predictive_accuracy: 0.9106, prior_entropy: 2.5457, recall: 0.9106, relative_absolute_error: 0.1084, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.4656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6217, f_measure: 0.3641, kappa: 0.2421, kb_relative_information_score: 4196.8836, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3908, predictive_accuracy: 0.3721, prior_entropy: 2.5457, recall: 0.3721, relative_absolute_error: 0.7617, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4575, root_relative_squared_error: 1.2343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9862, kappa: 0.9832, kb_relative_information_score: 13694.891, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9867, predictive_accuracy: 0.9861, prior_entropy: 2.5457, recall: 0.9861, relative_absolute_error: 0.0168, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.068, root_relative_squared_error: 0.1835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6067, f_measure: 0.3336, kappa: 0.212, kb_relative_information_score: 3804.6772, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3622, predictive_accuracy: 0.3485, prior_entropy: 2.5457, recall: 0.3485, relative_absolute_error: 0.7904, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.466, root_relative_squared_error: 1.2573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9904, kappa: 0.9884, kb_relative_information_score: 13759.8183, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 2.5457, recall: 0.9904, relative_absolute_error: 0.0116, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0565, root_relative_squared_error: 0.1523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8922, kappa: 0.8597, kb_relative_information_score: 12089.4098, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9248, predictive_accuracy: 0.8852, prior_entropy: 2.5457, recall: 0.8852, relative_absolute_error: 0.1393, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.5278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9824, kappa: 0.9784, kb_relative_information_score: 13633.9583, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9833, predictive_accuracy: 0.9822, prior_entropy: 2.5457, recall: 0.9822, relative_absolute_error: 0.0215, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0769, root_relative_squared_error: 0.2076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9932, kappa: 0.9917, kb_relative_information_score: 13801.9221, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 2.5457, recall: 0.9932, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4168, kappa: -0.1652, kb_relative_information_score: -881.7505, mean_absolute_error: 0.3187, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.0438, prior_entropy: 2.5457, recall: 0.0438, relative_absolute_error: 1.16, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.5646, root_relative_squared_error: 1.5232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.616, f_measure: 0.3557, kappa: 0.2298, kb_relative_information_score: 4008.6332, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3599, predictive_accuracy: 0.3644, prior_entropy: 2.5457, recall: 0.3644, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4603, root_relative_squared_error: 1.2418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6682, f_measure: 0.4861, kappa: 0.3465, kb_relative_information_score: 5617.1185, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8465, predictive_accuracy: 0.4799, prior_entropy: 2.5457, recall: 0.4799, relative_absolute_error: 0.6309, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4164, root_relative_squared_error: 1.1233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.993, kappa: 0.9915, kb_relative_information_score: 13797.8195, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.993, predictive_accuracy: 0.993, prior_entropy: 2.5457, recall: 0.993, relative_absolute_error: 0.0085, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4253, f_measure: 0.0452, kappa: -0.1478, kb_relative_information_score: -556.5774, mean_absolute_error: 0.3115, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.0448, predictive_accuracy: 0.0654, prior_entropy: 2.5457, recall: 0.0654, relative_absolute_error: 1.1338, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.5581, root_relative_squared_error: 1.5058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, kappa: 0.3122, kb_relative_information_score: 4948.3889, mean_absolute_error: 0.1809, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.4574, prior_entropy: 2.5457, recall: 0.4574, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4253, root_relative_squared_error: 1.1474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7672, f_measure: 0.6172, kappa: 0.5216, kb_relative_information_score: 7573.3801, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.751, predictive_accuracy: 0.6019, prior_entropy: 2.5457, recall: 0.6019, relative_absolute_error: 0.4829, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.9828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9905, kappa: 0.9885, kb_relative_information_score: 13762.0498, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 2.5457, recall: 0.9905, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0562, root_relative_squared_error: 0.1517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.9138, kappa: 0.8949, kb_relative_information_score: 12494.3586, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9269, predictive_accuracy: 0.9134, prior_entropy: 2.5457, recall: 0.9134, relative_absolute_error: 0.1051, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.4585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.9068, kappa: 0.8861, kb_relative_information_score: 12377.303, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9119, predictive_accuracy: 0.9061, prior_entropy: 2.5457, recall: 0.9061, relative_absolute_error: 0.1139, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1769, root_relative_squared_error: 0.4773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7677, f_measure: 0.6177, kappa: 0.5222, kb_relative_information_score: 7577.7082, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7515, predictive_accuracy: 0.6022, prior_entropy: 2.5457, recall: 0.6022, relative_absolute_error: 0.4826, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.5817, kappa: 0.4656, kb_relative_information_score: 7029.0122, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6359, predictive_accuracy: 0.5579, prior_entropy: 2.5457, recall: 0.5579, relative_absolute_error: 0.5364, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3839, root_relative_squared_error: 1.0357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.5906, kappa: 0.4983, kb_relative_information_score: 7380.9788, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6098, predictive_accuracy: 0.588, prior_entropy: 2.5457, recall: 0.588, relative_absolute_error: 0.4998, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3706, root_relative_squared_error: 0.9998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6089, f_measure: 0.3394, kappa: 0.2167, kb_relative_information_score: 3869.092, mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3688, predictive_accuracy: 0.3531, prior_entropy: 2.5457, recall: 0.3531, relative_absolute_error: 0.7847, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4644, root_relative_squared_error: 1.2528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.957, kappa: 0.9462, kb_relative_information_score: 13216.3861, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9628, predictive_accuracy: 0.9558, prior_entropy: 2.5457, recall: 0.9558, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1214, root_relative_squared_error: 0.3275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9881, kappa: 0.9856, kb_relative_information_score: 13721.0723, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9883, predictive_accuracy: 0.9881, prior_entropy: 2.5457, recall: 0.9881, relative_absolute_error: 0.0144, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9927, kappa: 0.9911, kb_relative_information_score: 13797.3363, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 2.5457, recall: 0.9927, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0494, root_relative_squared_error: 0.1334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.4593, kappa: 0.3374, kb_relative_information_score: 5341.5197, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.4714, predictive_accuracy: 0.4517, prior_entropy: 2.5457, recall: 0.4517, relative_absolute_error: 0.6652, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4275, root_relative_squared_error: 1.1534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6034, kappa: 0.2076, kb_relative_information_score: 3784.1, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, predictive_accuracy: 0.3781, prior_entropy: 2.5457, recall: 0.3781, relative_absolute_error: 0.7545, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4553, root_relative_squared_error: 1.2284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6198, f_measure: 0.3715, kappa: 0.2391, kb_relative_information_score: 4165.7144, mean_absolute_error: 0.2078, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.4495, predictive_accuracy: 0.3766, prior_entropy: 2.5457, recall: 0.3766, relative_absolute_error: 0.7562, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4558, root_relative_squared_error: 1.2298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9942, kappa: 0.9929, kb_relative_information_score: 13816.1278, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 2.5457, recall: 0.9942, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.1189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6172, f_measure: 0.3641, kappa: 0.2335, kb_relative_information_score: 4096.3675, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3829, predictive_accuracy: 0.3671, prior_entropy: 2.5457, recall: 0.3671, relative_absolute_error: 0.7677, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4593, root_relative_squared_error: 1.2391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9937, kappa: 0.9923, kb_relative_information_score: 13807.4113, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 2.5457, recall: 0.9937, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.1239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9946, kappa: 0.9935, kb_relative_information_score: 13824.5247, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 2.5457, recall: 0.9946, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0424, root_relative_squared_error: 0.1144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.456, kappa: 0.3185, kb_relative_information_score: 5058.572, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.5534, predictive_accuracy: 0.433, prior_entropy: 2.5457, recall: 0.433, relative_absolute_error: 0.6879, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4347, root_relative_squared_error: 1.1729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.757, kappa: 0.7028, kb_relative_information_score: 10094.8936, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7856, predictive_accuracy: 0.7539, prior_entropy: 2.5457, recall: 0.7539, relative_absolute_error: 0.2985, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2864, root_relative_squared_error: 0.7727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, f_measure: 0.3599, kappa: 0.2357, kb_relative_information_score: 4117.7198, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3806, predictive_accuracy: 0.3678, prior_entropy: 2.5457, recall: 0.3678, relative_absolute_error: 0.767, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4591, root_relative_squared_error: 1.2385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7291, f_measure: 0.5727, kappa: 0.4544, kb_relative_information_score: 6886.1298, mean_absolute_error: 0.1505, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6269, predictive_accuracy: 0.5484, prior_entropy: 2.5457, recall: 0.5484, relative_absolute_error: 0.5479, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.388, root_relative_squared_error: 1.0468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6383, f_measure: 0.4003, kappa: 0.2677, kb_relative_information_score: 4357.0661, mean_absolute_error: 0.2041, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.4986, predictive_accuracy: 0.3877, prior_entropy: 2.5457, recall: 0.3877, relative_absolute_error: 0.7428, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4518, root_relative_squared_error: 1.2189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9944, kappa: 0.9932, kb_relative_information_score: 13820.8757, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 2.5457, recall: 0.9944, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0432, root_relative_squared_error: 0.1166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9932, kappa: 0.9917, kb_relative_information_score: 13799.8023, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 2.5457, recall: 0.9932, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9476, kappa: 0.9339, kb_relative_information_score: 13054.2678, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9562, predictive_accuracy: 0.9457, prior_entropy: 2.5457, recall: 0.9457, relative_absolute_error: 0.0658, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1345, root_relative_squared_error: 0.3629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.987, kappa: 0.9842, kb_relative_information_score: 13700.5543, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9871, predictive_accuracy: 0.987, prior_entropy: 2.5457, recall: 0.987, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0659, root_relative_squared_error: 0.1777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9852, kappa: 0.9818, kb_relative_information_score: 13677.0023, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9858, predictive_accuracy: 0.985, prior_entropy: 2.5457, recall: 0.985, relative_absolute_error: 0.0181, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.1905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9904, kappa: 0.9884, kb_relative_information_score: 13759.8183, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 2.5457, recall: 0.9904, relative_absolute_error: 0.0116, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0565, root_relative_squared_error: 0.1523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5943, f_measure: 0.3304, kappa: 0.1881, kb_relative_information_score: 3525.893, mean_absolute_error: 0.2231, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.397, predictive_accuracy: 0.3308, prior_entropy: 2.5457, recall: 0.3308, relative_absolute_error: 0.8118, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4723, root_relative_squared_error: 1.2742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9904, kappa: 0.9883, kb_relative_information_score: 13759.1509, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 2.5457, recall: 0.9904, relative_absolute_error: 0.0117, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0567, root_relative_squared_error: 0.1529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9846, kappa: 0.9813, kb_relative_information_score: 13661.197, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.5457, recall: 0.9846, relative_absolute_error: 0.0187, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6672, f_measure: 0.4635, kappa: 0.3257, kb_relative_information_score: 5134.2901, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.5197, predictive_accuracy: 0.4367, prior_entropy: 2.5457, recall: 0.4367, relative_absolute_error: 0.6833, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4333, root_relative_squared_error: 1.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.6779, kappa: 0.6018, kb_relative_information_score: 8743.0119, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6896, predictive_accuracy: 0.6728, prior_entropy: 2.5457, recall: 0.6728, relative_absolute_error: 0.3969, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9932, kappa: 0.9918, kb_relative_information_score: 13801.2508, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9933, predictive_accuracy: 0.9932, prior_entropy: 2.5457, recall: 0.9932, relative_absolute_error: 0.0082, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0475, root_relative_squared_error: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9939, kappa: 0.9926, kb_relative_information_score: 13814.4634, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.994, predictive_accuracy: 0.9939, prior_entropy: 2.5457, recall: 0.9939, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0451, root_relative_squared_error: 0.1218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9381, kappa: 0.9215, kb_relative_information_score: 12888.7394, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9501, predictive_accuracy: 0.9355, prior_entropy: 2.5457, recall: 0.9355, relative_absolute_error: 0.0782, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.3956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.7953, kappa: 0.744, kb_relative_information_score: 10672.7631, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8122, predictive_accuracy: 0.7891, prior_entropy: 2.5457, recall: 0.7891, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.7153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9729, kappa: 0.9671, kb_relative_information_score: 13475.4409, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9736, predictive_accuracy: 0.9729, prior_entropy: 2.5457, recall: 0.9729, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.095, root_relative_squared_error: 0.2564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9909, kappa: 0.9889, kb_relative_information_score: 13767.9923, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 2.5457, recall: 0.9909, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.1488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.9504, kappa: 0.9375, kb_relative_information_score: 13101.1745, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9581, predictive_accuracy: 0.9487, prior_entropy: 2.5457, recall: 0.9487, relative_absolute_error: 0.0623, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.3529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9911, kappa: 0.9892, kb_relative_information_score: 13770.3394, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9911, predictive_accuracy: 0.9911, prior_entropy: 2.5457, recall: 0.9911, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9503, kappa: 0.9397, kb_relative_information_score: 13093.5534, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9517, predictive_accuracy: 0.9503, prior_entropy: 2.5457, recall: 0.9503, relative_absolute_error: 0.0603, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.3472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7662, f_measure: 0.6235, kappa: 0.5264, kb_relative_information_score: 7770.436, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6815, predictive_accuracy: 0.6079, prior_entropy: 2.5457, recall: 0.6079, relative_absolute_error: 0.4757, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9796, kappa: 0.9752, kb_relative_information_score: 13578.4351, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9798, predictive_accuracy: 0.9796, prior_entropy: 2.5457, recall: 0.9796, relative_absolute_error: 0.0248, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.2226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9935, kappa: 0.9921, kb_relative_information_score: 13804.4067, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9935, predictive_accuracy: 0.9935, prior_entropy: 2.5457, recall: 0.9935, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0467, root_relative_squared_error: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9899, kappa: 0.9877, kb_relative_information_score: 13753.47, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9901, predictive_accuracy: 0.9899, prior_entropy: 2.5457, recall: 0.9899, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.1568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9905, kappa: 0.9885, kb_relative_information_score: 13760.8241, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9905, predictive_accuracy: 0.9905, prior_entropy: 2.5457, recall: 0.9905, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0562, root_relative_squared_error: 0.1517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.988, kappa: 0.9854, kb_relative_information_score: 13723.5497, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.988, predictive_accuracy: 0.988, prior_entropy: 2.5457, recall: 0.988, relative_absolute_error: 0.0146, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.1707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9628, kappa: 0.9536, kb_relative_information_score: 13310.0438, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9672, predictive_accuracy: 0.9618, prior_entropy: 2.5457, recall: 0.9618, relative_absolute_error: 0.0463, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.3043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8519, kappa: 0.8093, kb_relative_information_score: 11419.2683, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8958, predictive_accuracy: 0.8421, prior_entropy: 2.5457, recall: 0.8421, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9876, kappa: 0.985, kb_relative_information_score: 13709.7548, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9878, predictive_accuracy: 0.9876, prior_entropy: 2.5457, recall: 0.9876, relative_absolute_error: 0.015, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0642, root_relative_squared_error: 0.1732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9928, kappa: 0.9913, kb_relative_information_score: 13796.5066, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 2.5457, recall: 0.9928, relative_absolute_error: 0.0087, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.049, root_relative_squared_error: 0.1321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.959, kappa: 0.9488, kb_relative_information_score: 13249.4549, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9643, predictive_accuracy: 0.9579, prior_entropy: 2.5457, recall: 0.9579, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.3197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.993, kappa: 0.9915, kb_relative_information_score: 13798.6411, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.993, predictive_accuracy: 0.993, prior_entropy: 2.5457, recall: 0.993, relative_absolute_error: 0.0085, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6407, f_measure: 0.4119, kappa: 0.2764, kb_relative_information_score: 4561.4633, mean_absolute_error: 0.2003, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.5414, predictive_accuracy: 0.399, prior_entropy: 2.5457, recall: 0.399, relative_absolute_error: 0.7291, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4476, root_relative_squared_error: 1.2076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9934, kappa: 0.992, kb_relative_information_score: 13804.2321, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 2.5457, recall: 0.9934, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.047, root_relative_squared_error: 0.1267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.896, kappa: 0.8738, kb_relative_information_score: 12262.5433, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8985, predictive_accuracy: 0.896, prior_entropy: 2.5457, recall: 0.896, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.5022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, f_measure: 0.9254, kappa: 0.9046, kb_relative_information_score: 12670.4522, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9423, predictive_accuracy: 0.9218, prior_entropy: 2.5457, recall: 0.9218, relative_absolute_error: 0.0949, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.4356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9924, kappa: 0.9908, kb_relative_information_score: 13792.5275, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9924, predictive_accuracy: 0.9924, prior_entropy: 2.5457, recall: 0.9924, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.9259, kappa: 0.9098, kb_relative_information_score: 12693.0132, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9324, predictive_accuracy: 0.9256, prior_entropy: 2.5457, recall: 0.9256, relative_absolute_error: 0.0903, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.4249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9932, kappa: 0.9917, kb_relative_information_score: 13803.6639, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9933, predictive_accuracy: 0.9932, prior_entropy: 2.5457, recall: 0.9932, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.1287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4298, f_measure: 0.0514, kappa: -0.1389, kb_relative_information_score: -504.3856, mean_absolute_error: 0.3106, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.0443, predictive_accuracy: 0.0683, prior_entropy: 2.5457, recall: 0.0683, relative_absolute_error: 1.1303, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.5573, root_relative_squared_error: 1.5035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9947, kappa: 0.9935, kb_relative_information_score: 13824.6451, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 2.5457, recall: 0.9947, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0421, root_relative_squared_error: 0.1136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9942, kappa: 0.9929, kb_relative_information_score: 13818.281, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 2.5457, recall: 0.9942, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0441, root_relative_squared_error: 0.1189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.8671, kappa: 0.8352, kb_relative_information_score: 11855.1407, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.8795, predictive_accuracy: 0.8641, prior_entropy: 2.5457, recall: 0.8641, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.5743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.9377, kappa: 0.9247, kb_relative_information_score: 12902.0998, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9412, predictive_accuracy: 0.938, prior_entropy: 2.5457, recall: 0.938, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.3878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9533, kappa: 0.9428, kb_relative_information_score: 13164.035, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9544, predictive_accuracy: 0.9529, prior_entropy: 2.5457, recall: 0.9529, relative_absolute_error: 0.0571, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1253, root_relative_squared_error: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9943, kappa: 0.9931, kb_relative_information_score: 13818.5734, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 2.5457, recall: 0.9943, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.1174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9926, kappa: 0.991, kb_relative_information_score: 13793.6165, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 2.5457, recall: 0.9926, relative_absolute_error: 0.009, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0497, root_relative_squared_error: 0.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6063, f_measure: 0.3291, kappa: 0.2097, kb_relative_information_score: 3728.5906, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3499, predictive_accuracy: 0.349, prior_entropy: 2.5457, recall: 0.349, relative_absolute_error: 0.7897, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4658, root_relative_squared_error: 1.2568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.9252, kappa: 0.9044, kb_relative_information_score: 12667.1326, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9421, predictive_accuracy: 0.9216, prior_entropy: 2.5457, recall: 0.9216, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.4362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9946, kappa: 0.9935, kb_relative_information_score: 13823.1752, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9946, predictive_accuracy: 0.9946, prior_entropy: 2.5457, recall: 0.9946, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0424, root_relative_squared_error: 0.1144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9887, kappa: 0.9863, kb_relative_information_score: 13731.2459, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 2.5457, recall: 0.9887, relative_absolute_error: 0.0137, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0613, root_relative_squared_error: 0.1655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, f_measure: 0.6346, kappa: 0.5381, kb_relative_information_score: 7791.8313, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.7658, predictive_accuracy: 0.6154, prior_entropy: 2.5457, recall: 0.6154, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6046, f_measure: 0.3315, kappa: 0.2072, kb_relative_information_score: 3724.071, mean_absolute_error: 0.2192, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3662, predictive_accuracy: 0.3423, prior_entropy: 2.5457, recall: 0.3423, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.4682, root_relative_squared_error: 1.2632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.994, kappa: 0.9927, kb_relative_information_score: 13813.3138, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 2.5457, recall: 0.994, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.0449, root_relative_squared_error: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.3363, kappa: 0.212, kb_relative_information_score: 3811.4275, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.3479, predictive_accuracy: 0.3514, prior_entropy: 2.5457, recall: 0.3514, relative_absolute_error: 0.7868, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.465, root_relative_squared_error: 1.2545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.725, f_measure: 0.5248, kappa: 0.4383, kb_relative_information_score: 6417.6625, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.2748, number_of_instances: 13910, precision: 0.6579, predictive_accuracy: 0.537, prior_entropy: 2.5457, recall: 0.537, relative_absolute_error: 0.5617, root_mean_prior_squared_error: 0.3707, root_mean_squared_error: 0.3929, root_relative_squared_error: 1.0599,

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