OpenML
Supervised Classification on cylinder-bands

Supervised Classification on cylinder-bands

Task 14968 Supervised Classification cylinder-bands 12489 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: 0.6695, f_measure: 0.6799, kappa: 0.3417, kb_relative_information_score: 183.6988, mean_absolute_error: 0.3185, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6793, predictive_accuracy: 0.6815, prior_entropy: 0.9826, recall: 0.6815, relative_absolute_error: 0.6528, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5644, root_relative_squared_error: 1.1427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, f_measure: 0.4993, kappa: -0.0097, kb_relative_information_score: -23.4117, mean_absolute_error: 0.5037, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5073, predictive_accuracy: 0.4963, prior_entropy: 0.9826, recall: 0.4963, relative_absolute_error: 1.0323, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7097, root_relative_squared_error: 1.4369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4485, f_measure: 0.4623, kappa: -0.1033, kb_relative_information_score: -60.6915, mean_absolute_error: 0.537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4617, predictive_accuracy: 0.463, prior_entropy: 0.9826, recall: 0.463, relative_absolute_error: 1.1006, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7328, root_relative_squared_error: 1.4837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 80.1436, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9826, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.5953, kappa: 0.2356, kb_relative_information_score: 167.13, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7886, predictive_accuracy: 0.6667, prior_entropy: 0.9826, recall: 0.6667, relative_absolute_error: 0.6831, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5774, root_relative_squared_error: 1.1689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.844, f_measure: 0.8511, kappa: 0.6938, kb_relative_information_score: 374.2405, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8516, predictive_accuracy: 0.8519, prior_entropy: 0.9826, recall: 0.8519, relative_absolute_error: 0.3036, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.7793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6907, f_measure: 0.6954, kappa: 0.3785, kb_relative_information_score: 198.1966, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6972, predictive_accuracy: 0.6944, prior_entropy: 0.9826, recall: 0.6944, relative_absolute_error: 0.6262, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5528, root_relative_squared_error: 1.1192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7616, f_measure: 0.7708, kappa: 0.5284, kb_relative_information_score: 285.183, mean_absolute_error: 0.2278, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.771, predictive_accuracy: 0.7722, prior_entropy: 0.9826, recall: 0.7722, relative_absolute_error: 0.4668, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4773, root_relative_squared_error: 0.9663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, f_measure: 0.4509, kappa: 0.0316, kb_relative_information_score: 80.1436, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7072, predictive_accuracy: 0.5889, prior_entropy: 0.9826, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.8084, kappa: 0.606, kb_relative_information_score: 326.6051, mean_absolute_error: 0.1907, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8085, predictive_accuracy: 0.8093, prior_entropy: 0.9826, recall: 0.8093, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4367, root_relative_squared_error: 0.8842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4578, f_measure: 0.4707, kappa: -0.0842, kb_relative_information_score: -52.4071, mean_absolute_error: 0.5296, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.471, predictive_accuracy: 0.4704, prior_entropy: 0.9826, recall: 0.4704, relative_absolute_error: 1.0854, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7278, root_relative_squared_error: 1.4734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4335, f_measure: 0.4468, kappa: -0.1329, kb_relative_information_score: -79.3315, mean_absolute_error: 0.5537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4473, predictive_accuracy: 0.4463, prior_entropy: 0.9826, recall: 0.4463, relative_absolute_error: 1.1348, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7441, root_relative_squared_error: 1.5066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.8309, kappa: 0.6523, kb_relative_information_score: 351.4583, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8309, predictive_accuracy: 0.8315, prior_entropy: 0.9826, recall: 0.8315, relative_absolute_error: 0.3454, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5034, f_measure: 0.5142, kappa: 0.0071, kb_relative_information_score: 26.2949, mean_absolute_error: 0.4593, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5161, predictive_accuracy: 0.5407, prior_entropy: 0.9826, recall: 0.5407, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6777, root_relative_squared_error: 1.3721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.4273, kappa: 0.0051, kb_relative_information_score: 69.7881, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7567, predictive_accuracy: 0.5796, prior_entropy: 0.9826, recall: 0.5796, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6484, root_relative_squared_error: 1.3127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, f_measure: 0.8312, kappa: 0.6536, kb_relative_information_score: 351.4583, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8311, predictive_accuracy: 0.8315, prior_entropy: 0.9826, recall: 0.8315, relative_absolute_error: 0.3454, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.7578, kappa: 0.5006, kb_relative_information_score: 272.7564, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7604, predictive_accuracy: 0.7611, prior_entropy: 0.9826, recall: 0.7611, relative_absolute_error: 0.4896, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.8044, kappa: 0.5974, kb_relative_information_score: 322.4629, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8048, predictive_accuracy: 0.8056, prior_entropy: 0.9826, recall: 0.8056, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.441, root_relative_squared_error: 0.8928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7024, f_measure: 0.7196, kappa: 0.4324, kb_relative_information_score: 249.9742, mean_absolute_error: 0.2593, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7731, predictive_accuracy: 0.7407, prior_entropy: 0.9826, recall: 0.7407, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5092, root_relative_squared_error: 1.0309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4491, f_measure: 0.4626, kappa: -0.102, kb_relative_information_score: -60.6915, mean_absolute_error: 0.537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4623, predictive_accuracy: 0.463, prior_entropy: 0.9826, recall: 0.463, relative_absolute_error: 1.1006, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7328, root_relative_squared_error: 1.4837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, f_measure: 0.796, kappa: 0.5796, kb_relative_information_score: 314.1785, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.798, predictive_accuracy: 0.7981, prior_entropy: 0.9826, recall: 0.7981, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4493, root_relative_squared_error: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8267, f_measure: 0.8343, kappa: 0.6592, kb_relative_information_score: 355.6006, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8348, predictive_accuracy: 0.8352, prior_entropy: 0.9826, recall: 0.8352, relative_absolute_error: 0.3378, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.406, root_relative_squared_error: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6162, f_measure: 0.6105, kappa: 0.2592, kb_relative_information_score: 177.4855, mean_absolute_error: 0.3241, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7924, predictive_accuracy: 0.6759, prior_entropy: 0.9826, recall: 0.6759, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5693, root_relative_squared_error: 1.1526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 80.1436, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9826, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8408, f_measure: 0.8475, kappa: 0.6865, kb_relative_information_score: 370.0983, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8478, predictive_accuracy: 0.8481, prior_entropy: 0.9826, recall: 0.8481, relative_absolute_error: 0.3112, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, f_measure: 0.6376, kappa: 0.2587, kb_relative_information_score: 133.9923, mean_absolute_error: 0.363, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6384, predictive_accuracy: 0.637, prior_entropy: 0.9826, recall: 0.637, relative_absolute_error: 0.7439, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6025, root_relative_squared_error: 1.2198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5073, f_measure: 0.5178, kappa: 0.0146, kb_relative_information_score: -0.6295, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5192, predictive_accuracy: 0.5167, prior_entropy: 0.9826, recall: 0.5167, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6952, root_relative_squared_error: 1.4076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, f_measure: 0.8207, kappa: 0.6308, kb_relative_information_score: 341.1028, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8221, predictive_accuracy: 0.8222, prior_entropy: 0.9826, recall: 0.8222, relative_absolute_error: 0.3643, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4846, f_measure: 0.4956, kappa: -0.0307, kb_relative_information_score: -25.4828, mean_absolute_error: 0.5056, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4971, predictive_accuracy: 0.4944, prior_entropy: 0.9826, recall: 0.4944, relative_absolute_error: 1.0361, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.711, root_relative_squared_error: 1.4396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4688, f_measure: 0.4806, kappa: -0.0622, kb_relative_information_score: -42.0516, mean_absolute_error: 0.5204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4818, predictive_accuracy: 0.4796, prior_entropy: 0.9826, recall: 0.4796, relative_absolute_error: 1.0665, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7214, root_relative_squared_error: 1.4605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8222, f_measure: 0.826, kappa: 0.6436, kb_relative_information_score: 345.245, mean_absolute_error: 0.1741, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8261, predictive_accuracy: 0.8259, prior_entropy: 0.9826, recall: 0.8259, relative_absolute_error: 0.3567, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4172, root_relative_squared_error: 0.8447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7842, f_measure: 0.7944, kappa: 0.5765, kb_relative_information_score: 312.1073, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7958, predictive_accuracy: 0.7963, prior_entropy: 0.9826, recall: 0.7963, relative_absolute_error: 0.4175, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8381, f_measure: 0.8455, kappa: 0.6822, kb_relative_information_score: 368.0272, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.846, predictive_accuracy: 0.8463, prior_entropy: 0.9826, recall: 0.8463, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.7938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5593, f_measure: 0.5691, kappa: 0.1182, kb_relative_information_score: 57.3614, mean_absolute_error: 0.4315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5698, predictive_accuracy: 0.5685, prior_entropy: 0.9826, recall: 0.5685, relative_absolute_error: 0.8843, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6569, root_relative_squared_error: 1.3299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6397, f_measure: 0.6504, kappa: 0.2813, kb_relative_information_score: 150.5612, mean_absolute_error: 0.3481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6497, predictive_accuracy: 0.6519, prior_entropy: 0.9826, recall: 0.6519, relative_absolute_error: 0.7135, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.59, root_relative_squared_error: 1.1946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5614, f_measure: 0.5299, kappa: 0.1393, kb_relative_information_score: 125.7079, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7743, predictive_accuracy: 0.6296, prior_entropy: 0.9826, recall: 0.6296, relative_absolute_error: 0.759, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6086, root_relative_squared_error: 1.2322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4281, f_measure: 0.4414, kappa: -0.1436, kb_relative_information_score: -85.5448, mean_absolute_error: 0.5593, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.442, predictive_accuracy: 0.4407, prior_entropy: 0.9826, recall: 0.4407, relative_absolute_error: 1.1462, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7478, root_relative_squared_error: 1.5141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6953, f_measure: 0.7021, kappa: 0.39, kb_relative_information_score: 206.481, mean_absolute_error: 0.2981, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7024, predictive_accuracy: 0.7019, prior_entropy: 0.9826, recall: 0.7019, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.546, root_relative_squared_error: 1.1055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6879, f_measure: 0.7032, kappa: 0.4058, kb_relative_information_score: 239.6187, mean_absolute_error: 0.2685, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7805, predictive_accuracy: 0.7315, prior_entropy: 0.9826, recall: 0.7315, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5182, root_relative_squared_error: 1.0491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4377, f_measure: 0.4515, kappa: -0.1248, kb_relative_information_score: -73.1182, mean_absolute_error: 0.5481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4512, predictive_accuracy: 0.4519, prior_entropy: 0.9826, recall: 0.4519, relative_absolute_error: 1.1234, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7404, root_relative_squared_error: 1.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.738, f_measure: 0.7493, kappa: 0.4835, kb_relative_information_score: 262.4008, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7504, predictive_accuracy: 0.7519, prior_entropy: 0.9826, recall: 0.7519, relative_absolute_error: 0.5086, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4981, root_relative_squared_error: 1.0086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.4273, kappa: 0.0051, kb_relative_information_score: 69.7881, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7567, predictive_accuracy: 0.5796, prior_entropy: 0.9826, recall: 0.5796, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6484, root_relative_squared_error: 1.3127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.8347, kappa: 0.6604, kb_relative_information_score: 355.6006, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8347, predictive_accuracy: 0.8352, prior_entropy: 0.9826, recall: 0.8352, relative_absolute_error: 0.3378, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.406, root_relative_squared_error: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4372, f_measure: 0.4505, kappa: -0.1253, kb_relative_information_score: -75.1893, mean_absolute_error: 0.55, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.451, predictive_accuracy: 0.45, prior_entropy: 0.9826, recall: 0.45, relative_absolute_error: 1.1272, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7416, root_relative_squared_error: 1.5015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7257, f_measure: 0.7437, kappa: 0.4759, kb_relative_information_score: 268.6141, mean_absolute_error: 0.2426, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7763, predictive_accuracy: 0.7574, prior_entropy: 0.9826, recall: 0.7574, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4925, root_relative_squared_error: 0.9972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.7971, kappa: 0.5824, kb_relative_information_score: 320.3918, mean_absolute_error: 0.1963, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8143, predictive_accuracy: 0.8037, prior_entropy: 0.9826, recall: 0.8037, relative_absolute_error: 0.4023, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4431, root_relative_squared_error: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.753, f_measure: 0.7653, kappa: 0.5161, kb_relative_information_score: 281.0408, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7681, predictive_accuracy: 0.7685, prior_entropy: 0.9826, recall: 0.7685, relative_absolute_error: 0.4744, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5965, f_measure: 0.5828, kappa: 0.2165, kb_relative_information_score: 158.8456, mean_absolute_error: 0.3407, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7857, predictive_accuracy: 0.6593, prior_entropy: 0.9826, recall: 0.6593, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5837, root_relative_squared_error: 1.1818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8279, f_measure: 0.8346, kappa: 0.66, kb_relative_information_score: 355.6006, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8347, predictive_accuracy: 0.8352, prior_entropy: 0.9826, recall: 0.8352, relative_absolute_error: 0.3378, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.406, root_relative_squared_error: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8142, f_measure: 0.8268, kappa: 0.6428, kb_relative_information_score: 349.3872, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8327, predictive_accuracy: 0.8296, prior_entropy: 0.9826, recall: 0.8296, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4128, root_relative_squared_error: 0.8357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8246, f_measure: 0.831, kappa: 0.6528, kb_relative_information_score: 351.4583, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.831, predictive_accuracy: 0.8315, prior_entropy: 0.9826, recall: 0.8315, relative_absolute_error: 0.3454, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7672, f_measure: 0.7788, kappa: 0.544, kb_relative_information_score: 295.5385, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7812, predictive_accuracy: 0.7815, prior_entropy: 0.9826, recall: 0.7815, relative_absolute_error: 0.4478, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4675, root_relative_squared_error: 0.9464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4507, f_measure: 0.4643, kappa: -0.0989, kb_relative_information_score: -58.6204, mean_absolute_error: 0.5352, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4639, predictive_accuracy: 0.4648, prior_entropy: 0.9826, recall: 0.4648, relative_absolute_error: 1.0968, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7316, root_relative_squared_error: 1.4812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8241, f_measure: 0.8309, kappa: 0.6523, kb_relative_information_score: 351.4583, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8309, predictive_accuracy: 0.8315, prior_entropy: 0.9826, recall: 0.8315, relative_absolute_error: 0.3454, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7724, f_measure: 0.7891, kappa: 0.5661, kb_relative_information_score: 312.1073, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8071, predictive_accuracy: 0.7963, prior_entropy: 0.9826, recall: 0.7963, relative_absolute_error: 0.4175, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4513, root_relative_squared_error: 0.9138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.8493, kappa: 0.6902, kb_relative_information_score: 372.1694, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8497, predictive_accuracy: 0.85, prior_entropy: 0.9826, recall: 0.85, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7366, f_measure: 0.7465, kappa: 0.4783, kb_relative_information_score: 258.2586, mean_absolute_error: 0.2519, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7466, predictive_accuracy: 0.7481, prior_entropy: 0.9826, recall: 0.7481, relative_absolute_error: 0.5161, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.8285, kappa: 0.6471, kb_relative_information_score: 349.3872, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8293, predictive_accuracy: 0.8296, prior_entropy: 0.9826, recall: 0.8296, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4128, root_relative_squared_error: 0.8357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8325, kappa: 0.6556, kb_relative_information_score: 353.5294, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8329, predictive_accuracy: 0.8333, prior_entropy: 0.9826, recall: 0.8333, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.492, f_measure: 0.504, kappa: -0.016, kb_relative_information_score: -15.1272, mean_absolute_error: 0.4963, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5043, predictive_accuracy: 0.5037, prior_entropy: 0.9826, recall: 0.5037, relative_absolute_error: 1.0171, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7045, root_relative_squared_error: 1.4263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.753, f_measure: 0.7653, kappa: 0.5161, kb_relative_information_score: 281.0408, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7681, predictive_accuracy: 0.7685, prior_entropy: 0.9826, recall: 0.7685, relative_absolute_error: 0.4744, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.7977, kappa: 0.5846, kb_relative_information_score: 314.1785, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7975, predictive_accuracy: 0.7981, prior_entropy: 0.9826, recall: 0.7981, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4493, root_relative_squared_error: 0.9096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4517, f_measure: 0.4657, kappa: -0.097, kb_relative_information_score: -56.5493, mean_absolute_error: 0.5333, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4647, predictive_accuracy: 0.4667, prior_entropy: 0.9826, recall: 0.4667, relative_absolute_error: 1.093, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7303, root_relative_squared_error: 1.4786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5395, f_measure: 0.4941, kappa: 0.0901, kb_relative_information_score: 104.9968, mean_absolute_error: 0.3889, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7676, predictive_accuracy: 0.6111, prior_entropy: 0.9826, recall: 0.6111, relative_absolute_error: 0.797, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6236, root_relative_squared_error: 1.2626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8402, f_measure: 0.8474, kappa: 0.6862, kb_relative_information_score: 370.0983, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8478, predictive_accuracy: 0.8481, prior_entropy: 0.9826, recall: 0.8481, relative_absolute_error: 0.3112, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, f_measure: 0.4397, kappa: 0.0202, kb_relative_information_score: 76.0014, mean_absolute_error: 0.4148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7585, predictive_accuracy: 0.5852, prior_entropy: 0.9826, recall: 0.5852, relative_absolute_error: 0.8501, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6441, root_relative_squared_error: 1.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.8364, kappa: 0.6636, kb_relative_information_score: 357.6717, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8366, predictive_accuracy: 0.837, prior_entropy: 0.9826, recall: 0.837, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4037, root_relative_squared_error: 0.8173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4223, kappa: -0.0037, kb_relative_information_score: 65.6459, mean_absolute_error: 0.4241, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.3334, predictive_accuracy: 0.5759, prior_entropy: 0.9826, recall: 0.5759, relative_absolute_error: 0.8691, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6512, root_relative_squared_error: 1.3185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.8325, kappa: 0.6556, kb_relative_information_score: 353.5294, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8329, predictive_accuracy: 0.8333, prior_entropy: 0.9826, recall: 0.8333, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, f_measure: 0.8493, kappa: 0.6902, kb_relative_information_score: 372.1694, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8497, predictive_accuracy: 0.85, prior_entropy: 0.9826, recall: 0.85, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5324, kappa: 0.0437, kb_relative_information_score: 15.9393, mean_absolute_error: 0.4685, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5334, predictive_accuracy: 0.5315, prior_entropy: 0.9826, recall: 0.5315, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6845, root_relative_squared_error: 1.3858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7933, f_measure: 0.7996, kappa: 0.5886, kb_relative_information_score: 316.2496, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7994, predictive_accuracy: 0.8, prior_entropy: 0.9826, recall: 0.8, relative_absolute_error: 0.4099, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7459, f_measure: 0.759, kappa: 0.503, kb_relative_information_score: 274.8275, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.763, predictive_accuracy: 0.763, prior_entropy: 0.9826, recall: 0.763, relative_absolute_error: 0.4858, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4869, root_relative_squared_error: 0.9857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5132, f_measure: 0.4478, kappa: 0.0303, kb_relative_information_score: 80.1436, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7598, predictive_accuracy: 0.5889, prior_entropy: 0.9826, recall: 0.5889, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6412, root_relative_squared_error: 1.2982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7772, f_measure: 0.7871, kappa: 0.5616, kb_relative_information_score: 303.8229, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7881, predictive_accuracy: 0.7889, prior_entropy: 0.9826, recall: 0.7889, relative_absolute_error: 0.4327, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4595, root_relative_squared_error: 0.9303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.8287, kappa: 0.6475, kb_relative_information_score: 349.3872, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8292, predictive_accuracy: 0.8296, prior_entropy: 0.9826, recall: 0.8296, relative_absolute_error: 0.3492, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4128, root_relative_squared_error: 0.8357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.7769, kappa: 0.5413, kb_relative_information_score: 291.3963, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7767, predictive_accuracy: 0.7778, prior_entropy: 0.9826, recall: 0.7778, relative_absolute_error: 0.4554, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6229, f_measure: 0.6338, kappa: 0.2474, kb_relative_information_score: 131.9212, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.633, predictive_accuracy: 0.6352, prior_entropy: 0.9826, recall: 0.6352, relative_absolute_error: 0.7477, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.604, root_relative_squared_error: 1.2229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 67.717, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, predictive_accuracy: 0.5778, prior_entropy: 0.9826, recall: 0.5778, relative_absolute_error: 0.8653, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6498, root_relative_squared_error: 1.3156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7427, f_measure: 0.7607, kappa: 0.5097, kb_relative_information_score: 285.183, mean_absolute_error: 0.2278, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7897, predictive_accuracy: 0.7722, prior_entropy: 0.9826, recall: 0.7722, relative_absolute_error: 0.4668, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4773, root_relative_squared_error: 0.9663,

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