OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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19084 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6026, f_measure: 0.4889, kappa: 0.2062, kb_relative_information_score: 404.9409, mean_absolute_error: 0.3336, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4887, predictive_accuracy: 0.4997, prior_entropy: 1.5392, recall: 0.4997, relative_absolute_error: 0.7742, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.2444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5457, f_measure: 0.3891, kappa: 0.0936, kb_relative_information_score: 294.8691, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4654, predictive_accuracy: 0.4596, prior_entropy: 1.5392, recall: 0.4596, relative_absolute_error: 0.8362, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6002, root_relative_squared_error: 1.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6297, f_measure: 0.517, kappa: 0.2534, kb_relative_information_score: 449.6987, mean_absolute_error: 0.3232, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5215, predictive_accuracy: 0.5153, prior_entropy: 1.5392, recall: 0.5153, relative_absolute_error: 0.7501, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5685, root_relative_squared_error: 1.2248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6387, f_measure: 0.5295, kappa: 0.2728, kb_relative_information_score: 477.8869, mean_absolute_error: 0.3146, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5313, predictive_accuracy: 0.5282, prior_entropy: 1.5392, recall: 0.5282, relative_absolute_error: 0.7301, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5608, root_relative_squared_error: 1.2084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5201, f_measure: 0.3957, kappa: 0.0476, kb_relative_information_score: 208.0482, mean_absolute_error: 0.3987, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4063, predictive_accuracy: 0.4019, prior_entropy: 1.5392, recall: 0.4019, relative_absolute_error: 0.9255, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6315, root_relative_squared_error: 1.3606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5781, f_measure: 0.4532, kappa: 0.1556, kb_relative_information_score: 322.6959, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4539, predictive_accuracy: 0.4528, prior_entropy: 1.5392, recall: 0.4528, relative_absolute_error: 0.8467, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.604, root_relative_squared_error: 1.3014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.4403, kappa: 0.1463, kb_relative_information_score: 342.594, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4731, predictive_accuracy: 0.4773, prior_entropy: 1.5392, recall: 0.4773, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5903, root_relative_squared_error: 1.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6163, f_measure: 0.5035, kappa: 0.2299, kb_relative_information_score: 424.5892, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5035, predictive_accuracy: 0.5044, prior_entropy: 1.5392, recall: 0.5044, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5748, root_relative_squared_error: 1.2385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5518, f_measure: 0.4155, kappa: 0.1081, kb_relative_information_score: 298.7591, mean_absolute_error: 0.3652, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4318, predictive_accuracy: 0.4521, prior_entropy: 1.5392, recall: 0.4521, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6044, root_relative_squared_error: 1.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5063, f_measure: 0.2705, kappa: 0.0138, kb_relative_information_score: 231.0294, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4132, predictive_accuracy: 0.4325, prior_entropy: 1.5392, recall: 0.4325, relative_absolute_error: 0.8782, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6151, root_relative_squared_error: 1.3254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5481, f_measure: 0.4033, kappa: 0.1026, kb_relative_information_score: 306.3347, mean_absolute_error: 0.3603, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4513, predictive_accuracy: 0.4596, prior_entropy: 1.5392, recall: 0.4596, relative_absolute_error: 0.8362, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6002, root_relative_squared_error: 1.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6137, f_measure: 0.5002, kappa: 0.2247, kb_relative_information_score: 417.4567, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5019, predictive_accuracy: 0.501, prior_entropy: 1.5392, recall: 0.501, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5768, root_relative_squared_error: 1.2427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4791, f_measure: 0.3394, kappa: -0.0376, kb_relative_information_score: 111.1319, mean_absolute_error: 0.4268, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3697, predictive_accuracy: 0.3598, prior_entropy: 1.5392, recall: 0.3598, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6533, root_relative_squared_error: 1.4076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6199, f_measure: 0.5087, kappa: 0.2394, kb_relative_information_score: 442.9485, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.508, predictive_accuracy: 0.5146, prior_entropy: 1.5392, recall: 0.5146, relative_absolute_error: 0.7511, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5689, root_relative_squared_error: 1.2257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.573, f_measure: 0.4475, kappa: 0.146, kb_relative_information_score: 311.4584, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4474, predictive_accuracy: 0.4481, prior_entropy: 1.5392, recall: 0.4481, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4673, f_measure: 0.321, kappa: -0.0633, kb_relative_information_score: 72.2821, mean_absolute_error: 0.439, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3194, predictive_accuracy: 0.3415, prior_entropy: 1.5392, recall: 0.3415, relative_absolute_error: 1.019, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6626, root_relative_squared_error: 1.4276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5739, f_measure: 0.4493, kappa: 0.1472, kb_relative_information_score: 318.3549, mean_absolute_error: 0.3643, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.447, predictive_accuracy: 0.4535, prior_entropy: 1.5392, recall: 0.4535, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6036, root_relative_squared_error: 1.3006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6445, f_measure: 0.5384, kappa: 0.2849, kb_relative_information_score: 496.5788, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5377, predictive_accuracy: 0.5397, prior_entropy: 1.5392, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5794, f_measure: 0.4571, kappa: 0.1612, kb_relative_information_score: 352.0817, mean_absolute_error: 0.3503, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4603, predictive_accuracy: 0.4745, prior_entropy: 1.5392, recall: 0.4745, relative_absolute_error: 0.8131, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5919, root_relative_squared_error: 1.2753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.575, f_measure: 0.4495, kappa: 0.1494, kb_relative_information_score: 319.7067, mean_absolute_error: 0.3643, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4481, predictive_accuracy: 0.4535, prior_entropy: 1.5392, recall: 0.4535, relative_absolute_error: 0.8457, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6036, root_relative_squared_error: 1.3006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5632, f_measure: 0.4418, kappa: 0.1294, kb_relative_information_score: 300.8699, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4418, predictive_accuracy: 0.4453, prior_entropy: 1.5392, recall: 0.4453, relative_absolute_error: 0.8583, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6081, root_relative_squared_error: 1.3102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6454, f_measure: 0.5385, kappa: 0.2855, kb_relative_information_score: 495.6514, mean_absolute_error: 0.3078, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5394, predictive_accuracy: 0.5384, prior_entropy: 1.5392, recall: 0.5384, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5548, root_relative_squared_error: 1.1953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4434, f_measure: 0.2482, kappa: -0.1128, kb_relative_information_score: -99.9021, mean_absolute_error: 0.5028, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.2772, predictive_accuracy: 0.2458, prior_entropy: 1.5392, recall: 0.2458, relative_absolute_error: 1.1671, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.7091, root_relative_squared_error: 1.5279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6102, f_measure: 0.4956, kappa: 0.2176, kb_relative_information_score: 407.5456, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4967, predictive_accuracy: 0.4963, prior_entropy: 1.5392, recall: 0.4963, relative_absolute_error: 0.7795, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5795, root_relative_squared_error: 1.2486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6265, f_measure: 0.515, kappa: 0.2481, kb_relative_information_score: 446.7049, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5157, predictive_accuracy: 0.516, prior_entropy: 1.5392, recall: 0.516, relative_absolute_error: 0.749, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5681, root_relative_squared_error: 1.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6055, f_measure: 0.4886, kappa: 0.2092, kb_relative_information_score: 394.9735, mean_absolute_error: 0.3413, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4892, predictive_accuracy: 0.4881, prior_entropy: 1.5392, recall: 0.4881, relative_absolute_error: 0.7921, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5842, root_relative_squared_error: 1.2587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6456, f_measure: 0.5386, kappa: 0.2858, kb_relative_information_score: 495.6003, mean_absolute_error: 0.3078, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5408, predictive_accuracy: 0.5384, prior_entropy: 1.5392, recall: 0.5384, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5548, root_relative_squared_error: 1.1953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6481, f_measure: 0.5432, kappa: 0.2924, kb_relative_information_score: 506.9542, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.544, predictive_accuracy: 0.5438, prior_entropy: 1.5392, recall: 0.5438, relative_absolute_error: 0.7059, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5515, root_relative_squared_error: 1.1883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5978, f_measure: 0.4783, kappa: 0.1954, kb_relative_information_score: 393.5585, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4838, predictive_accuracy: 0.4983, prior_entropy: 1.5392, recall: 0.4983, relative_absolute_error: 0.7763, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6455, f_measure: 0.5406, kappa: 0.2877, kb_relative_information_score: 502.2107, mean_absolute_error: 0.3046, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5403, predictive_accuracy: 0.5431, prior_entropy: 1.5392, recall: 0.5431, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5519, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6372, f_measure: 0.5291, kappa: 0.2698, kb_relative_information_score: 476.8683, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.529, predictive_accuracy: 0.5309, prior_entropy: 1.5392, recall: 0.5309, relative_absolute_error: 0.7259, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5592, root_relative_squared_error: 1.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.5326, kappa: 0.2754, kb_relative_information_score: 498.3726, mean_absolute_error: 0.3023, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5401, predictive_accuracy: 0.5465, prior_entropy: 1.5392, recall: 0.5465, relative_absolute_error: 0.7017, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5498, root_relative_squared_error: 1.1847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6125, f_measure: 0.4986, kappa: 0.2225, kb_relative_information_score: 414.4432, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4992, predictive_accuracy: 0.499, prior_entropy: 1.5392, recall: 0.499, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5779, root_relative_squared_error: 1.2453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5812, f_measure: 0.4572, kappa: 0.1605, kb_relative_information_score: 328.9227, mean_absolute_error: 0.3621, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4575, predictive_accuracy: 0.4569, prior_entropy: 1.5392, recall: 0.4569, relative_absolute_error: 0.8404, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6017, root_relative_squared_error: 1.2965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4595, f_measure: 0.3034, kappa: -0.0764, kb_relative_information_score: 51.4252, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3147, predictive_accuracy: 0.3293, prior_entropy: 1.5392, recall: 0.3293, relative_absolute_error: 1.0379, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6687, root_relative_squared_error: 1.4408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6482, f_measure: 0.5436, kappa: 0.293, kb_relative_information_score: 508.1043, mean_absolute_error: 0.3037, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5441, predictive_accuracy: 0.5445, prior_entropy: 1.5392, recall: 0.5445, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5511, root_relative_squared_error: 1.1874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4364, f_measure: 0.2389, kappa: -0.1259, kb_relative_information_score: -119.5083, mean_absolute_error: 0.5092, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.266, predictive_accuracy: 0.2363, prior_entropy: 1.5392, recall: 0.2363, relative_absolute_error: 1.1818, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.7136, root_relative_squared_error: 1.5375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5052, kappa: 0.0111, kb_relative_information_score: 228.2092, mean_absolute_error: 0.3788, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4318, prior_entropy: 1.5392, recall: 0.4318, relative_absolute_error: 0.8793, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6155, root_relative_squared_error: 1.3262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.4982, kappa: 0.2221, kb_relative_information_score: 413.7185, mean_absolute_error: 0.334, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4983, predictive_accuracy: 0.499, prior_entropy: 1.5392, recall: 0.499, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5779, root_relative_squared_error: 1.2453,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4613, f_measure: 0.2977, kappa: -0.0749, kb_relative_information_score: 50.5544, mean_absolute_error: 0.4467, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3169, predictive_accuracy: 0.3299, prior_entropy: 1.5392, recall: 0.3299, relative_absolute_error: 1.0369, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6684, root_relative_squared_error: 1.4401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6477, f_measure: 0.5446, kappa: 0.2937, kb_relative_information_score: 513.5399, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5453, predictive_accuracy: 0.5506, prior_entropy: 1.5392, recall: 0.5506, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5474, root_relative_squared_error: 1.1794,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.4956, kappa: 0.2178, kb_relative_information_score: 407.5456, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4968, predictive_accuracy: 0.4963, prior_entropy: 1.5392, recall: 0.4963, relative_absolute_error: 0.7795, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5795, root_relative_squared_error: 1.2486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6157, f_measure: 0.5027, kappa: 0.2287, kb_relative_information_score: 422.5771, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5033, predictive_accuracy: 0.5031, prior_entropy: 1.5392, recall: 0.5031, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5756, root_relative_squared_error: 1.2402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5609, f_measure: 0.4384, kappa: 0.1252, kb_relative_information_score: 293.3443, mean_absolute_error: 0.3729, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4382, predictive_accuracy: 0.4406, prior_entropy: 1.5392, recall: 0.4406, relative_absolute_error: 0.8656, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6107, root_relative_squared_error: 1.3158,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4702, f_measure: 0.2844, kappa: -0.0558, kb_relative_information_score: 68.7822, mean_absolute_error: 0.4422, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3443, predictive_accuracy: 0.3367, prior_entropy: 1.5392, recall: 0.3367, relative_absolute_error: 1.0264, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.665, root_relative_squared_error: 1.4328,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, kappa: 0.0013, kb_relative_information_score: 219.2112, mean_absolute_error: 0.3815, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.4277, prior_entropy: 1.5392, recall: 0.4277, relative_absolute_error: 0.8856, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6177, root_relative_squared_error: 1.3309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.618, f_measure: 0.5053, kappa: 0.2328, kb_relative_information_score: 427.993, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5049, predictive_accuracy: 0.5064, prior_entropy: 1.5392, recall: 0.5064, relative_absolute_error: 0.7637, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5736, root_relative_squared_error: 1.2359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5296, f_measure: 0.3581, kappa: 0.0615, kb_relative_information_score: 268.5448, mean_absolute_error: 0.3675, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3479, predictive_accuracy: 0.4487, prior_entropy: 1.5392, recall: 0.4487, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6062, root_relative_squared_error: 1.3062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4787, f_measure: 0.3349, kappa: -0.0378, kb_relative_information_score: 96.8543, mean_absolute_error: 0.4331, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3363, predictive_accuracy: 0.3503, prior_entropy: 1.5392, recall: 0.3503, relative_absolute_error: 1.0053, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6581, root_relative_squared_error: 1.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6458, f_measure: 0.5417, kappa: 0.2904, kb_relative_information_score: 510.3994, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5475, predictive_accuracy: 0.5506, prior_entropy: 1.5392, recall: 0.5506, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5474, root_relative_squared_error: 1.1794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6132, f_measure: 0.4999, kappa: 0.2243, kb_relative_information_score: 417.6054, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4998, predictive_accuracy: 0.501, prior_entropy: 1.5392, recall: 0.501, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5768, root_relative_squared_error: 1.2427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5952, f_measure: 0.4797, kappa: 0.1908, kb_relative_information_score: 382.8765, mean_absolute_error: 0.3408, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4819, predictive_accuracy: 0.4888, prior_entropy: 1.5392, recall: 0.4888, relative_absolute_error: 0.791, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5838, root_relative_squared_error: 1.2578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6074, f_measure: 0.4923, kappa: 0.2133, kb_relative_information_score: 402.1155, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.493, predictive_accuracy: 0.4922, prior_entropy: 1.5392, recall: 0.4922, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5818, root_relative_squared_error: 1.2537,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6164, f_measure: 0.505, kappa: 0.231, kb_relative_information_score: 428.0139, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5065, predictive_accuracy: 0.5064, prior_entropy: 1.5392, recall: 0.5064, relative_absolute_error: 0.7637, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5736, root_relative_squared_error: 1.2359,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 217.8196, mean_absolute_error: 0.382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.427, prior_entropy: 1.5392, recall: 0.427, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6181, root_relative_squared_error: 1.3317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5465, f_measure: 0.4159, kappa: 0.0923, kb_relative_information_score: 246.7943, mean_absolute_error: 0.3852, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4156, predictive_accuracy: 0.4223, prior_entropy: 1.5392, recall: 0.4223, relative_absolute_error: 0.894, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6206, root_relative_squared_error: 1.3372,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4627, f_measure: 0.2722, kappa: -0.0706, kb_relative_information_score: 41.7224, mean_absolute_error: 0.4517, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3481, predictive_accuracy: 0.3225, prior_entropy: 1.5392, recall: 0.3225, relative_absolute_error: 1.0484, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6721, root_relative_squared_error: 1.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6075, f_measure: 0.492, kappa: 0.2124, kb_relative_information_score: 400.1364, mean_absolute_error: 0.3385, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4929, predictive_accuracy: 0.4922, prior_entropy: 1.5392, recall: 0.4922, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5818, root_relative_squared_error: 1.2537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5047, f_measure: 0.3721, kappa: 0.0148, kb_relative_information_score: 172.0876, mean_absolute_error: 0.4078, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3777, predictive_accuracy: 0.3883, prior_entropy: 1.5392, recall: 0.3883, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6386, root_relative_squared_error: 1.3759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6509, f_measure: 0.5469, kappa: 0.2979, kb_relative_information_score: 515.9699, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5462, predictive_accuracy: 0.5513, prior_entropy: 1.5392, recall: 0.5513, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.547, root_relative_squared_error: 1.1785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4812, f_measure: 0.2485, kappa: -0.0395, kb_relative_information_score: 167.8891, mean_absolute_error: 0.3992, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.1991, predictive_accuracy: 0.4012, prior_entropy: 1.5392, recall: 0.4012, relative_absolute_error: 0.9266, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6318, root_relative_squared_error: 1.3613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4553, f_measure: 0.2991, kappa: -0.0862, kb_relative_information_score: 38.4778, mean_absolute_error: 0.4508, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3051, predictive_accuracy: 0.3238, prior_entropy: 1.5392, recall: 0.3238, relative_absolute_error: 1.0463, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6714, root_relative_squared_error: 1.4466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4553, f_measure: 0.2947, kappa: -0.0865, kb_relative_information_score: 33.6615, mean_absolute_error: 0.4526, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3073, predictive_accuracy: 0.3211, prior_entropy: 1.5392, recall: 0.3211, relative_absolute_error: 1.0505, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6727, root_relative_squared_error: 1.4495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.3473, kappa: -0.0023, kb_relative_information_score: 123.5913, mean_absolute_error: 0.4272, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3554, predictive_accuracy: 0.3591, prior_entropy: 1.5392, recall: 0.3591, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6536, root_relative_squared_error: 1.4084,

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