Task
Supervised Classification on artificial-characters

Supervised Classification on artificial-characters

Task 14964 Supervised Classification artificial-characters 11744 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.9105, kappa: 0.9, kb_relative_information_score: 9235.2563, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.9107, predictive_accuracy: 0.9106, prior_entropy: 3.2849, recall: 0.9106, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1338, root_relative_squared_error: 0.4471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8703, f_measure: 0.7665, kappa: 0.739, kb_relative_information_score: 7673.4354, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7679, predictive_accuracy: 0.7663, prior_entropy: 3.2849, recall: 0.7663, relative_absolute_error: 0.2611, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.7328, kappa: 0.7014, kb_relative_information_score: 7320.6937, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7373, predictive_accuracy: 0.7324, prior_entropy: 3.2849, recall: 0.7324, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.7732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.6283, kappa: 0.5913, kb_relative_information_score: 6312.1098, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6535, predictive_accuracy: 0.6331, prior_entropy: 3.2849, recall: 0.6331, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.9055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5009, f_measure: 0.0977, kappa: 0.0012, kb_relative_information_score: 627.2543, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.113, predictive_accuracy: 0.1096, prior_entropy: 3.2849, recall: 0.1096, relative_absolute_error: 0.9948, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.422, root_relative_squared_error: 1.4105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5488, kappa: 0.0979, kb_relative_information_score: 1616.5176, mean_absolute_error: 0.1567, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2164, prior_entropy: 3.2849, recall: 0.2164, relative_absolute_error: 0.8755, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3959, root_relative_squared_error: 1.3233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.4505, kappa: 0.3943, kb_relative_information_score: 4383.1284, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4684, predictive_accuracy: 0.4571, prior_entropy: 3.2849, recall: 0.4571, relative_absolute_error: 0.6065, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3295, root_relative_squared_error: 1.1014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.841, f_measure: 0.7144, kappa: 0.6808, kb_relative_information_score: 7131.9251, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7214, predictive_accuracy: 0.714, prior_entropy: 3.2849, recall: 0.714, relative_absolute_error: 0.3195, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2392, root_relative_squared_error: 0.7994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7807, f_measure: 0.5974, kappa: 0.5606, kb_relative_information_score: 6020.5957, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6228, predictive_accuracy: 0.6054, prior_entropy: 3.2849, recall: 0.6054, relative_absolute_error: 0.4409, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2809, root_relative_squared_error: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8485, f_measure: 0.7277, kappa: 0.6956, kb_relative_information_score: 7269.2718, mean_absolute_error: 0.0546, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7326, predictive_accuracy: 0.7272, prior_entropy: 3.2849, recall: 0.7272, relative_absolute_error: 0.3047, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.7807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7396, f_measure: 0.5237, kappa: 0.4782, kb_relative_information_score: 5215.8066, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.549, predictive_accuracy: 0.5313, prior_entropy: 3.2849, recall: 0.5313, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3062, root_relative_squared_error: 1.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.0948, kappa: -0.0011, kb_relative_information_score: 606.7628, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1153, predictive_accuracy: 0.1078, prior_entropy: 3.2849, recall: 0.1078, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4224, root_relative_squared_error: 1.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4626, kappa: -0.0746, kb_relative_information_score: -57.1358, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.0437, prior_entropy: 3.2849, recall: 0.0437, relative_absolute_error: 1.0684, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4373, root_relative_squared_error: 1.4618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.8513, kappa: 0.8341, kb_relative_information_score: 8587.8672, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.8516, predictive_accuracy: 0.8515, prior_entropy: 3.2849, recall: 0.8515, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.6878, kappa: 0.6517, kb_relative_information_score: 6868.4458, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7041, predictive_accuracy: 0.6878, prior_entropy: 3.2849, recall: 0.6878, relative_absolute_error: 0.3488, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.8352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.815, f_measure: 0.6666, kappa: 0.6289, kb_relative_information_score: 6649.627, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6833, predictive_accuracy: 0.6673, prior_entropy: 3.2849, recall: 0.6673, relative_absolute_error: 0.3718, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.258, root_relative_squared_error: 0.8623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8269, f_measure: 0.6879, kappa: 0.6529, kb_relative_information_score: 6876.6892, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7, predictive_accuracy: 0.689, prior_entropy: 3.2849, recall: 0.689, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.8337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6773, f_measure: 0.4062, kappa: 0.3539, kb_relative_information_score: 3962.7849, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4347, predictive_accuracy: 0.4229, prior_entropy: 3.2849, recall: 0.4229, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3397, root_relative_squared_error: 1.1356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5571, kappa: 0.1139, kb_relative_information_score: 1732.2966, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2268, prior_entropy: 3.2849, recall: 0.2268, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3933, root_relative_squared_error: 1.3145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5888, f_measure: 0.2526, kappa: 0.1773, kb_relative_information_score: 2298.6524, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.2581, predictive_accuracy: 0.2647, prior_entropy: 3.2849, recall: 0.2647, relative_absolute_error: 0.8215, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3835, root_relative_squared_error: 1.2818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.0949, kappa: -0.0018, kb_relative_information_score: 602.053, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1136, predictive_accuracy: 0.107, prior_entropy: 3.2849, recall: 0.107, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4226, root_relative_squared_error: 1.4126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.9047, kappa: 0.8937, kb_relative_information_score: 9168.204, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.9048, predictive_accuracy: 0.9049, prior_entropy: 3.2849, recall: 0.9049, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1379, root_relative_squared_error: 0.4611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.642, f_measure: 0.3357, kappa: 0.2832, kb_relative_information_score: 3282.325, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3578, predictive_accuracy: 0.3604, prior_entropy: 3.2849, recall: 0.3604, relative_absolute_error: 0.7146, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3576, root_relative_squared_error: 1.1955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8086, f_measure: 0.6536, kappa: 0.6166, kb_relative_information_score: 6553.86, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6802, predictive_accuracy: 0.6561, prior_entropy: 3.2849, recall: 0.6561, relative_absolute_error: 0.3842, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.8766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8318, f_measure: 0.6982, kappa: 0.6625, kb_relative_information_score: 6967.5978, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.709, predictive_accuracy: 0.6975, prior_entropy: 3.2849, recall: 0.6975, relative_absolute_error: 0.338, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.246, root_relative_squared_error: 0.8222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6958, f_measure: 0.4477, kappa: 0.3907, kb_relative_information_score: 4350.3224, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.466, predictive_accuracy: 0.4539, prior_entropy: 3.2849, recall: 0.4539, relative_absolute_error: 0.6101, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3305, root_relative_squared_error: 1.1047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, kappa: 0.1068, kb_relative_information_score: 1678.6921, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2221, prior_entropy: 3.2849, recall: 0.2221, relative_absolute_error: 0.8692, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3944, root_relative_squared_error: 1.3185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.3868, kappa: 0.3743, kb_relative_information_score: 4143.1797, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4622, predictive_accuracy: 0.4433, prior_entropy: 3.2849, recall: 0.4433, relative_absolute_error: 0.622, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3337, root_relative_squared_error: 1.1153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.6988, kappa: 0.6632, kb_relative_information_score: 6971.4264, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7091, predictive_accuracy: 0.6981, prior_entropy: 3.2849, recall: 0.6981, relative_absolute_error: 0.3373, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.8214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.5345, kappa: 0.4586, kb_relative_information_score: 4973.8416, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6185, predictive_accuracy: 0.5182, prior_entropy: 3.2849, recall: 0.5182, relative_absolute_error: 0.5383, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3104, root_relative_squared_error: 1.0376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.533, f_measure: 0.1521, kappa: 0.0659, kb_relative_information_score: 1231.9285, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1643, predictive_accuracy: 0.163, prior_entropy: 3.2849, recall: 0.163, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4091, root_relative_squared_error: 1.3676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6741, f_measure: 0.4033, kappa: 0.3478, kb_relative_information_score: 3938.2954, mean_absolute_error: 0.1169, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4206, predictive_accuracy: 0.4157, prior_entropy: 3.2849, recall: 0.4157, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3418, root_relative_squared_error: 1.1426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7819, f_measure: 0.6021, kappa: 0.563, kb_relative_information_score: 6043.74, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6269, predictive_accuracy: 0.6077, prior_entropy: 3.2849, recall: 0.6077, relative_absolute_error: 0.4384, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.9363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, f_measure: 0.6614, kappa: 0.6232, kb_relative_information_score: 6597.1414, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6685, predictive_accuracy: 0.6623, prior_entropy: 3.2849, recall: 0.6623, relative_absolute_error: 0.3773, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.8687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6701, f_measure: 0.3589, kappa: 0.3399, kb_relative_information_score: 3792.4392, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4318, predictive_accuracy: 0.4144, prior_entropy: 3.2849, recall: 0.4144, relative_absolute_error: 0.6543, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3422, root_relative_squared_error: 1.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5142, f_measure: 0.1212, kappa: 0.0278, kb_relative_information_score: 857.863, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1307, predictive_accuracy: 0.1297, prior_entropy: 3.2849, recall: 0.1297, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4172, root_relative_squared_error: 1.3946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.748, f_measure: 0.53, kappa: 0.4958, kb_relative_information_score: 5344.8206, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5845, predictive_accuracy: 0.5493, prior_entropy: 3.2849, recall: 0.5493, relative_absolute_error: 0.5035, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3002, root_relative_squared_error: 1.0035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.842, f_measure: 0.7164, kappa: 0.6827, kb_relative_information_score: 7153.1265, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7235, predictive_accuracy: 0.7156, prior_entropy: 3.2849, recall: 0.7156, relative_absolute_error: 0.3178, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.7972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5057, f_measure: 0.1086, kappa: 0.0107, kb_relative_information_score: 697.6915, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.122, predictive_accuracy: 0.1154, prior_entropy: 3.2849, recall: 0.1154, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4206, root_relative_squared_error: 1.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.1023, kappa: 0.0005, kb_relative_information_score: 618.2077, mean_absolute_error: 0.1787, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1136, predictive_accuracy: 0.1063, prior_entropy: 3.2849, recall: 0.1063, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.4132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5033, f_measure: 0.1038, kappa: 0.0061, kb_relative_information_score: 658.3527, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1137, predictive_accuracy: 0.1119, prior_entropy: 3.2849, recall: 0.1119, relative_absolute_error: 0.9923, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6047, kappa: 0.2088, kb_relative_information_score: 2561.0715, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.3014, prior_entropy: 3.2849, recall: 0.3014, relative_absolute_error: 0.7805, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3738, root_relative_squared_error: 1.2494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.0969, kappa: -0.0012, kb_relative_information_score: 579.9818, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1052, predictive_accuracy: 0.1032, prior_entropy: 3.2849, recall: 0.1032, relative_absolute_error: 1.0019, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4235, root_relative_squared_error: 1.4156,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6624, f_measure: 0.3838, kappa: 0.324, kb_relative_information_score: 3692.2261, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4056, predictive_accuracy: 0.3954, prior_entropy: 3.2849, recall: 0.3954, relative_absolute_error: 0.6755, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3477, root_relative_squared_error: 1.1624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, f_measure: 0.4378, kappa: 0.3793, kb_relative_information_score: 4241.9359, mean_absolute_error: 0.1113, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4554, predictive_accuracy: 0.4437, prior_entropy: 3.2849, recall: 0.4437, relative_absolute_error: 0.6215, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3335, root_relative_squared_error: 1.1149,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6835, f_measure: 0.4229, kappa: 0.3664, kb_relative_information_score: 4115.1919, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4395, predictive_accuracy: 0.4323, prior_entropy: 3.2849, recall: 0.4323, relative_absolute_error: 0.6343, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.337, root_relative_squared_error: 1.1263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6806, f_measure: 0.4179, kappa: 0.3605, kb_relative_information_score: 4055.9744, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4345, predictive_accuracy: 0.4271, prior_entropy: 3.2849, recall: 0.4271, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3385, root_relative_squared_error: 1.1315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.4452, kappa: 0.3902, kb_relative_information_score: 4355.7467, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.461, predictive_accuracy: 0.4536, prior_entropy: 3.2849, recall: 0.4536, relative_absolute_error: 0.6105, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3306, root_relative_squared_error: 1.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7521, f_measure: 0.5462, kappa: 0.503, kb_relative_information_score: 5455.5584, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5748, predictive_accuracy: 0.5535, prior_entropy: 3.2849, recall: 0.5535, relative_absolute_error: 0.4988, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.9988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6939, f_measure: 0.4427, kappa: 0.3875, kb_relative_information_score: 4328.842, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4583, predictive_accuracy: 0.4512, prior_entropy: 3.2849, recall: 0.4512, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3313, root_relative_squared_error: 1.1074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6144, f_measure: 0.3146, kappa: 0.2295, kb_relative_information_score: 2822.9044, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3415, predictive_accuracy: 0.3123, prior_entropy: 3.2849, recall: 0.3123, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.2397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, f_measure: 0.6462, kappa: 0.6093, kb_relative_information_score: 6472.1331, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6689, predictive_accuracy: 0.6496, prior_entropy: 3.2849, recall: 0.6496, relative_absolute_error: 0.3915, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8983, kappa: 0.8865, kb_relative_information_score: 9100.129, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.8984, predictive_accuracy: 0.8984, prior_entropy: 3.2849, recall: 0.8984, relative_absolute_error: 0.1135, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.4764,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7258, f_measure: 0.5016, kappa: 0.4503, kb_relative_information_score: 4934.9767, mean_absolute_error: 0.0987, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5274, predictive_accuracy: 0.5065, prior_entropy: 3.2849, recall: 0.5065, relative_absolute_error: 0.5514, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3142, root_relative_squared_error: 1.0502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.8038, kappa: 0.781, kb_relative_information_score: 8074.5629, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.8046, predictive_accuracy: 0.804, prior_entropy: 3.2849, recall: 0.804, relative_absolute_error: 0.219, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.198, root_relative_squared_error: 0.6618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5769, kappa: 0.1533, kb_relative_information_score: 2066.2756, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2575, prior_entropy: 3.2849, recall: 0.2575, relative_absolute_error: 0.8296, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3854, root_relative_squared_error: 1.2881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.2442, kappa: 0.2308, kb_relative_information_score: 2760.77, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.2725, predictive_accuracy: 0.3201, prior_entropy: 3.2849, recall: 0.3201, relative_absolute_error: 0.7596, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3687, root_relative_squared_error: 1.2326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7693, f_measure: 0.5784, kappa: 0.5376, kb_relative_information_score: 5800.954, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6084, predictive_accuracy: 0.5845, prior_entropy: 3.2849, recall: 0.5845, relative_absolute_error: 0.4643, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.9636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, f_measure: 0.1078, kappa: 0.009, kb_relative_information_score: 680.7187, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.1219, predictive_accuracy: 0.1134, prior_entropy: 3.2849, recall: 0.1134, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4211, root_relative_squared_error: 1.4075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8082, f_measure: 0.6527, kappa: 0.6157, kb_relative_information_score: 6535.3234, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6776, predictive_accuracy: 0.6553, prior_entropy: 3.2849, recall: 0.6553, relative_absolute_error: 0.3851, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.8776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5752, kappa: 0.15, kb_relative_information_score: 2036.9201, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2546, prior_entropy: 3.2849, recall: 0.2546, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3861, root_relative_squared_error: 1.2906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.6592, kappa: 0.6231, kb_relative_information_score: 6617.1655, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6861, predictive_accuracy: 0.6619, prior_entropy: 3.2849, recall: 0.6619, relative_absolute_error: 0.3778, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.26, root_relative_squared_error: 0.8692,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6478, f_measure: 0.3508, kappa: 0.2948, kb_relative_information_score: 3395.6646, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.3734, predictive_accuracy: 0.3701, prior_entropy: 3.2849, recall: 0.3701, relative_absolute_error: 0.7037, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3549, root_relative_squared_error: 1.1864,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7543, f_measure: 0.5504, kappa: 0.5075, kb_relative_information_score: 5504.0999, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5764, predictive_accuracy: 0.5575, prior_entropy: 3.2849, recall: 0.5575, relative_absolute_error: 0.4943, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.9943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.6363, kappa: 0.5988, kb_relative_information_score: 6381.6887, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6635, predictive_accuracy: 0.6399, prior_entropy: 3.2849, recall: 0.6399, relative_absolute_error: 0.4023, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.4441, kappa: 0.3892, kb_relative_information_score: 4347.0212, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4596, predictive_accuracy: 0.4527, prior_entropy: 3.2849, recall: 0.4527, relative_absolute_error: 0.6115, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3308, root_relative_squared_error: 1.1059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 823.014, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.1386, prior_entropy: 3.2849, recall: 0.1386, relative_absolute_error: 0.9625, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4151, root_relative_squared_error: 1.3874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4787, f_measure: 0.0607, kappa: -0.0428, kb_relative_information_score: 152.7197, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.09, predictive_accuracy: 0.0634, prior_entropy: 3.2849, recall: 0.0634, relative_absolute_error: 1.0464, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.4328, root_relative_squared_error: 1.4467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6842, f_measure: 0.4336, kappa: 0.3688, kb_relative_information_score: 4147.1692, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4367, predictive_accuracy: 0.436, prior_entropy: 3.2849, recall: 0.436, relative_absolute_error: 0.6302, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3359, root_relative_squared_error: 1.1226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6997, f_measure: 0.4606, kappa: 0.4005, kb_relative_information_score: 4448.5832, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.4672, predictive_accuracy: 0.4656, prior_entropy: 3.2849, recall: 0.4656, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0928,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5918, kappa: 0.183, kb_relative_information_score: 2327.8715, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2809, prior_entropy: 3.2849, recall: 0.2809, relative_absolute_error: 0.8035, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.2677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.7396, kappa: 0.7088, kb_relative_information_score: 7389.4395, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.7442, predictive_accuracy: 0.7391, prior_entropy: 3.2849, recall: 0.7391, relative_absolute_error: 0.2915, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.7636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.901, kappa: 0.8895, kb_relative_information_score: 9125.8619, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.901, predictive_accuracy: 0.9012, prior_entropy: 3.2849, recall: 0.9012, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.1406, root_relative_squared_error: 0.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5756, kappa: 0.1506, kb_relative_information_score: 2042.2366, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2552, prior_entropy: 3.2849, recall: 0.2552, relative_absolute_error: 0.8321, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3859, root_relative_squared_error: 1.2901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, kappa: 0.1729, kb_relative_information_score: 2240.2045, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.179, number_of_instances: 10218, predictive_accuracy: 0.2734, prior_entropy: 3.2849, recall: 0.2734, relative_absolute_error: 0.8118, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3812, root_relative_squared_error: 1.2742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7694, f_measure: 0.5746, kappa: 0.5378, kb_relative_information_score: 5794.0252, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6032, predictive_accuracy: 0.5849, prior_entropy: 3.2849, recall: 0.5849, relative_absolute_error: 0.4637, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2881, root_relative_squared_error: 0.9631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7718, f_measure: 0.5797, kappa: 0.5424, kb_relative_information_score: 5840.8463, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.6126, predictive_accuracy: 0.589, prior_entropy: 3.2849, recall: 0.589, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7227, f_measure: 0.4966, kappa: 0.4441, kb_relative_information_score: 4876.7716, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5197, predictive_accuracy: 0.5007, prior_entropy: 3.2849, recall: 0.5007, relative_absolute_error: 0.5579, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.316, root_relative_squared_error: 1.0563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6735, f_measure: 0.4113, kappa: 0.3527, kb_relative_information_score: 4014.7918, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.179, number_of_instances: 10218, precision: 0.5821, predictive_accuracy: 0.4316, prior_entropy: 3.2849, recall: 0.4316, relative_absolute_error: 0.6351, root_mean_prior_squared_error: 0.2992, root_mean_squared_error: 0.3372, root_relative_squared_error: 1.127,

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

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

OpenML APIs