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: 0.6063, f_measure: 0.6163, kappa: 0.2129, kb_relative_information_score: 111.2102, mean_absolute_error: 0.3833, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.616, predictive_accuracy: 0.6167, prior_entropy: 0.9826, recall: 0.6167, relative_absolute_error: 0.7856, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6191, root_relative_squared_error: 1.2535,
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: 0.5797, f_measure: 0.5904, kappa: 0.1597, kb_relative_information_score: 82.2147, mean_absolute_error: 0.4093, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.59, predictive_accuracy: 0.5907, prior_entropy: 0.9826, recall: 0.5907, relative_absolute_error: 0.8387, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6397, root_relative_squared_error: 1.2952,
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: 0.713, f_measure: 0.7308, kappa: 0.4521, kb_relative_information_score: 258.2586, mean_absolute_error: 0.2519, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7734, 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: 0.6118, f_measure: 0.6045, kappa: 0.2498, kb_relative_information_score: 173.3433, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7909, predictive_accuracy: 0.6722, prior_entropy: 0.9826, recall: 0.6722, relative_absolute_error: 0.6718, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5725, root_relative_squared_error: 1.1591,
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: 0.8097, f_measure: 0.819, kappa: 0.6272, kb_relative_information_score: 339.0317, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8201, predictive_accuracy: 0.8204, prior_entropy: 0.9826, recall: 0.8204, relative_absolute_error: 0.3681, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.8115, kappa: 0.6116, kb_relative_information_score: 334.8895, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8251, predictive_accuracy: 0.8167, prior_entropy: 0.9826, recall: 0.8167, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.8669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5211, f_measure: 0.5345, kappa: 0.0441, kb_relative_information_score: 40.7926, mean_absolute_error: 0.4463, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5356, predictive_accuracy: 0.5537, prior_entropy: 0.9826, recall: 0.5537, relative_absolute_error: 0.9146, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6681, root_relative_squared_error: 1.3526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.8547, kappa: 0.7011, kb_relative_information_score: 378.3827, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8555, predictive_accuracy: 0.8556, prior_entropy: 0.9826, recall: 0.8556, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3801, root_relative_squared_error: 0.7695,
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: 0.4479, f_measure: 0.4619, kappa: -0.1046, kb_relative_information_score: -60.6915, mean_absolute_error: 0.537, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.461, 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: 0.8327, f_measure: 0.84, kappa: 0.6709, kb_relative_information_score: 361.8139, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8404, predictive_accuracy: 0.8407, prior_entropy: 0.9826, recall: 0.8407, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7548, f_measure: 0.766, kappa: 0.5179, kb_relative_information_score: 281.0408, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7675, 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: 0.4534, f_measure: 0.4667, kappa: -0.0931, kb_relative_information_score: -56.5493, mean_absolute_error: 0.5333, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4667, 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: 0.5927, f_measure: 0.6032, kappa: 0.1858, kb_relative_information_score: 96.7124, mean_absolute_error: 0.3963, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.6028, predictive_accuracy: 0.6037, prior_entropy: 0.9826, recall: 0.6037, relative_absolute_error: 0.8122, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6295, root_relative_squared_error: 1.2746,
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: 0.5641, f_measure: 0.5743, kappa: 0.1281, kb_relative_information_score: 63.5747, mean_absolute_error: 0.4259, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5746, predictive_accuracy: 0.5741, prior_entropy: 0.9826, recall: 0.5741, relative_absolute_error: 0.8729, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6526, root_relative_squared_error: 1.3213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7843, f_measure: 0.7932, kappa: 0.5744, kb_relative_information_score: 310.0362, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7936, predictive_accuracy: 0.7944, prior_entropy: 0.9826, recall: 0.7944, relative_absolute_error: 0.4213, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4534, root_relative_squared_error: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4304, f_measure: 0.4264, kappa: -0.1501, kb_relative_information_score: -42.0516, mean_absolute_error: 0.5204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.414, 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: 0.5148, f_measure: 0.5262, kappa: 0.0295, kb_relative_information_score: 9.726, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5265, predictive_accuracy: 0.5259, prior_entropy: 0.9826, recall: 0.5259, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6885, root_relative_squared_error: 1.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5469, f_measure: 0.5565, kappa: 0.0934, kb_relative_information_score: 42.8637, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5577, predictive_accuracy: 0.5556, prior_entropy: 0.9826, recall: 0.5556, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6667, root_relative_squared_error: 1.3498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5695, f_measure: 0.5798, kappa: 0.1389, kb_relative_information_score: 69.7881, mean_absolute_error: 0.4204, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5799, 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: 0.7722, f_measure: 0.783, kappa: 0.5529, kb_relative_information_score: 299.6807, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7846, predictive_accuracy: 0.7852, prior_entropy: 0.9826, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7292, f_measure: 0.7447, kappa: 0.474, kb_relative_information_score: 262.4008, mean_absolute_error: 0.2481, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7551, 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: 0.4332, f_measure: 0.4307, kappa: -0.1438, kb_relative_information_score: -39.9805, mean_absolute_error: 0.5185, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4198, predictive_accuracy: 0.4815, prior_entropy: 0.9826, recall: 0.4815, relative_absolute_error: 1.0627, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7201, root_relative_squared_error: 1.4579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4718, f_measure: 0.4849, kappa: -0.0564, kb_relative_information_score: -35.8383, mean_absolute_error: 0.5148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4846, predictive_accuracy: 0.4852, prior_entropy: 0.9826, recall: 0.4852, relative_absolute_error: 1.0551, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7175, root_relative_squared_error: 1.4527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6366, f_measure: 0.6383, kappa: 0.3024, kb_relative_information_score: 196.1255, mean_absolute_error: 0.3074, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7931, predictive_accuracy: 0.6926, prior_entropy: 0.9826, recall: 0.6926, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5544, root_relative_squared_error: 1.1226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.7513, kappa: 0.489, kb_relative_information_score: 272.7564, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7712, 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: 0.6614, f_measure: 0.6715, kappa: 0.3529, kb_relative_information_score: 216.8365, mean_absolute_error: 0.2889, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7798, predictive_accuracy: 0.7111, prior_entropy: 0.9826, recall: 0.7111, relative_absolute_error: 0.5921, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5375, root_relative_squared_error: 1.0882,
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: 0.6973, f_measure: 0.7137, kappa: 0.4244, kb_relative_information_score: 247.9031, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7831, predictive_accuracy: 0.7389, prior_entropy: 0.9826, recall: 0.7389, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.511, root_relative_squared_error: 1.0346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8133, f_measure: 0.8198, kappa: 0.6299, kb_relative_information_score: 339.0317, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8198, predictive_accuracy: 0.8204, prior_entropy: 0.9826, recall: 0.8204, relative_absolute_error: 0.3681, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4238, root_relative_squared_error: 0.8581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.829, f_measure: 0.8348, kappa: 0.6608, 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: 0.5325, f_measure: 0.4871, kappa: 0.074, kb_relative_information_score: 96.7124, mean_absolute_error: 0.3963, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7022, predictive_accuracy: 0.6037, prior_entropy: 0.9826, recall: 0.6037, relative_absolute_error: 0.8122, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6295, root_relative_squared_error: 1.2746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7443, f_measure: 0.7572, kappa: 0.4994, kb_relative_information_score: 272.7564, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7609, 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: 0.5, 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: 0.8381, 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: 0.7375, f_measure: 0.7443, kappa: 0.4756, kb_relative_information_score: 254.1164, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7442, predictive_accuracy: 0.7444, prior_entropy: 0.9826, recall: 0.7444, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5055, root_relative_squared_error: 1.0235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.8051, kappa: 0.5998, kb_relative_information_score: 322.4629, mean_absolute_error: 0.1944, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.805, 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: 0.8073, f_measure: 0.8142, kappa: 0.6182, kb_relative_information_score: 332.8184, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8142, predictive_accuracy: 0.8148, prior_entropy: 0.9826, recall: 0.8148, relative_absolute_error: 0.3795, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4303, root_relative_squared_error: 0.8713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7613, kappa: 0.5078, kb_relative_information_score: 276.8986, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7645, predictive_accuracy: 0.7648, prior_entropy: 0.9826, recall: 0.7648, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.485, root_relative_squared_error: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.7667, kappa: 0.5206, kb_relative_information_score: 289.3252, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7879, predictive_accuracy: 0.7759, prior_entropy: 0.9826, recall: 0.7759, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4734, root_relative_squared_error: 0.9584,
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: 0.4482, f_measure: 0.4604, kappa: -0.1031, kb_relative_information_score: -64.8338, mean_absolute_error: 0.5407, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4618, predictive_accuracy: 0.4593, prior_entropy: 0.9826, recall: 0.4593, relative_absolute_error: 1.1082, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7354, root_relative_squared_error: 1.4888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8321, f_measure: 0.8398, kappa: 0.6705, kb_relative_information_score: 361.8139, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8405, predictive_accuracy: 0.8407, prior_entropy: 0.9826, recall: 0.8407, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.808,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.855, kappa: 0.7018, kb_relative_information_score: 378.3827, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8552, predictive_accuracy: 0.8556, prior_entropy: 0.9826, recall: 0.8556, relative_absolute_error: 0.296, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3801, root_relative_squared_error: 0.7695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4774, f_measure: 0.4895, kappa: -0.0451, kb_relative_information_score: -31.6961, mean_absolute_error: 0.5111, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4901, predictive_accuracy: 0.4889, prior_entropy: 0.9826, recall: 0.4889, relative_absolute_error: 1.0475, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7149, root_relative_squared_error: 1.4475,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, f_measure: 0.6194, kappa: 0.2734, kb_relative_information_score: 183.6988, mean_absolute_error: 0.3185, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7947, 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: 0.7734, f_measure: 0.7834, kappa: 0.5539, kb_relative_information_score: 299.6807, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7843, predictive_accuracy: 0.7852, prior_entropy: 0.9826, recall: 0.7852, relative_absolute_error: 0.4402, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.8188, kappa: 0.6264, kb_relative_information_score: 341.1028, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8261, 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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5175, f_measure: 0.4558, kappa: 0.0403, kb_relative_information_score: 84.2858, mean_absolute_error: 0.4074, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7611, predictive_accuracy: 0.5926, prior_entropy: 0.9826, recall: 0.5926, relative_absolute_error: 0.8349, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6383, root_relative_squared_error: 1.2923,
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: 0.4251, f_measure: 0.4399, kappa: -0.1544, kb_relative_information_score: -71.0471, mean_absolute_error: 0.5463, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4336, predictive_accuracy: 0.4537, prior_entropy: 0.9826, recall: 0.4537, relative_absolute_error: 1.1196, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7391, root_relative_squared_error: 1.4965,
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: 0.7405, f_measure: 0.7585, kappa: 0.5054, kb_relative_information_score: 283.1119, mean_absolute_error: 0.2296, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7882, predictive_accuracy: 0.7704, prior_entropy: 0.9826, recall: 0.7704, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4792, root_relative_squared_error: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.7563, kappa: 0.4977, kb_relative_information_score: 270.6852, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7582, predictive_accuracy: 0.7593, prior_entropy: 0.9826, recall: 0.7593, relative_absolute_error: 0.4934, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5022, f_measure: 0.4717, kappa: 0.0049, kb_relative_information_score: 55.2903, mean_absolute_error: 0.4333, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.5181, predictive_accuracy: 0.5667, prior_entropy: 0.9826, recall: 0.5667, relative_absolute_error: 0.8881, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6583, root_relative_squared_error: 1.3328,
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: 0.461, f_measure: 0.4741, kappa: -0.0779, kb_relative_information_score: -48.2649, mean_absolute_error: 0.5259, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4741, predictive_accuracy: 0.4741, prior_entropy: 0.9826, recall: 0.4741, relative_absolute_error: 1.0778, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.7252, root_relative_squared_error: 1.4683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.8365, kappa: 0.664, kb_relative_information_score: 357.6717, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8365, 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: 0.757, f_measure: 0.768, kappa: 0.522, kb_relative_information_score: 283.1119, mean_absolute_error: 0.2296, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7694, predictive_accuracy: 0.7704, prior_entropy: 0.9826, recall: 0.7704, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4792, root_relative_squared_error: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.8225, kappa: 0.6345, kb_relative_information_score: 343.1739, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8241, predictive_accuracy: 0.8241, prior_entropy: 0.9826, recall: 0.8241, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4194, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7554, f_measure: 0.7663, kappa: 0.5184, kb_relative_information_score: 281.0408, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7674, 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: 0.7967, f_measure: 0.806, kappa: 0.6005, kb_relative_information_score: 324.534, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8068, predictive_accuracy: 0.8074, prior_entropy: 0.9826, recall: 0.8074, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4389, root_relative_squared_error: 0.8885,
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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: 0.8295, 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: 0.7257, f_measure: 0.7395, kappa: 0.4629, kb_relative_information_score: 254.1164, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7441, predictive_accuracy: 0.7444, prior_entropy: 0.9826, recall: 0.7444, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5055, root_relative_squared_error: 1.0235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7356, f_measure: 0.7516, kappa: 0.4885, kb_relative_information_score: 270.6852, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7645, predictive_accuracy: 0.7593, prior_entropy: 0.9826, recall: 0.7593, relative_absolute_error: 0.4934, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.4907, root_relative_squared_error: 0.9934,
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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: 0.7487, f_measure: 0.7668, kappa: 0.522, kb_relative_information_score: 291.3963, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7956, 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: 0.8365, f_measure: 0.8437, kappa: 0.6785, kb_relative_information_score: 365.9561, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8441, predictive_accuracy: 0.8444, prior_entropy: 0.9826, recall: 0.8444, relative_absolute_error: 0.3188, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.7985,
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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: 0.7257, 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,
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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,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.8292, kappa: 0.6492, kb_relative_information_score: 349.3872, mean_absolute_error: 0.1704, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.8291, 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: 0.5, 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: 0.7541, f_measure: 0.7622, kappa: 0.5113, kb_relative_information_score: 274.8275, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7619, 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: 0.5, 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: 0.4803, f_measure: 0.4689, kappa: -0.0432, kb_relative_information_score: 20.0815, mean_absolute_error: 0.4648, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.4784, predictive_accuracy: 0.5352, prior_entropy: 0.9826, recall: 0.5352, relative_absolute_error: 0.9526, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.6818, root_relative_squared_error: 1.3803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7381, f_measure: 0.7444, kappa: 0.4762, kb_relative_information_score: 254.1164, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7444, predictive_accuracy: 0.7444, prior_entropy: 0.9826, recall: 0.7444, relative_absolute_error: 0.5237, root_mean_prior_squared_error: 0.4939, root_mean_squared_error: 0.5055, root_relative_squared_error: 1.0235,
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: 0.7488, f_measure: 0.7603, kappa: 0.506, kb_relative_information_score: 274.8275, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.4879, number_of_instances: 540, precision: 0.7619, 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,

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