OpenML
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 9970 Supervised Classification hill-valley 88527 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5709, f_measure: 0.5561, kappa: 0.1122, kb_relative_information_score: 47.3529, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5561, predictive_accuracy: 0.5561, prior_entropy: 1, recall: 0.5561, relative_absolute_error: 0.9682, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0021, scimark_benchmark: 1748.1238, usercpu_time_millis: 25.321, usercpu_time_millis_testing: 0.868, usercpu_time_millis_training: 24.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5335, f_measure: 0.5191, kappa: 0.0429, kb_relative_information_score: 12.9086, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5219, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1727.2184, usercpu_time_millis: 34.03, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 33.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.54, f_measure: 0.5158, kappa: 0.0363, kb_relative_information_score: 15.8273, mean_absolute_error: 0.495, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5185, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9899, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1736.2335, usercpu_time_millis: 13.241, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 13.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5549, f_measure: 0.5404, kappa: 0.0809, kb_relative_information_score: 33.1596, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5404, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.002, scimark_benchmark: 1864.9656, usercpu_time_millis: 18.423, usercpu_time_millis_testing: 1.092, usercpu_time_millis_training: 17.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5474, f_measure: 0.5342, kappa: 0.0693, kb_relative_information_score: 16.3758, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5348, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1864.5074, usercpu_time_millis: 18.154, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 17.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6162, f_measure: 0.5955, kappa: 0.1914, kb_relative_information_score: 102.3441, mean_absolute_error: 0.464, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5959, predictive_accuracy: 0.5957, prior_entropy: 1, recall: 0.5957, relative_absolute_error: 0.928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1730.8613, usercpu_time_millis: 26.471, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 26.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, f_measure: 0.5685, kappa: 0.137, kb_relative_information_score: 76.3719, mean_absolute_error: 0.4735, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1884.4015, usercpu_time_millis: 7.553, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 7.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5099, f_measure: 0.5181, kappa: 0.038, kb_relative_information_score: 3.8923, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5191, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0017, scimark_benchmark: 1862.2919, usercpu_time_millis: 8.647, usercpu_time_millis_testing: 0.486, usercpu_time_millis_training: 8.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5194, f_measure: 0.5021, kappa: 0.0099, kb_relative_information_score: 10.7056, mean_absolute_error: 0.4965, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5051, predictive_accuracy: 0.505, prior_entropy: 1, recall: 0.505, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9995, scimark_benchmark: 1863.9794, usercpu_time_millis: 9.134, usercpu_time_millis_testing: 0.473, usercpu_time_millis_training: 8.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, f_measure: 0.5191, kappa: 0.0429, kb_relative_information_score: 10.788, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5219, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9932, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1750.5199, usercpu_time_millis: 18.422, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 18.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5935, f_measure: 0.5833, kappa: 0.1667, kb_relative_information_score: 64.663, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5833, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1871.1584, usercpu_time_millis: 4.367, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 4.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.517, f_measure: 0.5255, kappa: 0.0512, kb_relative_information_score: 3.8528, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5256, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1733.9208, usercpu_time_millis: 18.467, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 18.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4949, kb_relative_information_score: -0.0184, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1865.8853, usercpu_time_millis: 0.646, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5548, f_measure: 0.5297, kappa: 0.0611, kb_relative_information_score: 31.3898, mean_absolute_error: 0.4895, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5307, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1748.8645, usercpu_time_millis: 13.582, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 13.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5327, f_measure: 0.5103, kappa: 0.0248, kb_relative_information_score: 13.1854, mean_absolute_error: 0.4958, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5126, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1743.4191, usercpu_time_millis: 19.198, usercpu_time_millis_testing: 0.732, usercpu_time_millis_training: 18.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.544, f_measure: 0.5337, kappa: 0.0677, kb_relative_information_score: 27.4078, mean_absolute_error: 0.4908, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5339, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5041, root_relative_squared_error: 1.0081, scimark_benchmark: 1754.0053, usercpu_time_millis: 10.87, usercpu_time_millis_testing: 0.734, usercpu_time_millis_training: 10.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5598, f_measure: 0.5371, kappa: 0.0743, kb_relative_information_score: 39.4015, mean_absolute_error: 0.4867, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5371, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5033, root_relative_squared_error: 1.0065, scimark_benchmark: 1856.0093, usercpu_time_millis: 2.002, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 1.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5556, f_measure: 0.5343, kappa: 0.071, kb_relative_information_score: 25.8335, mean_absolute_error: 0.4916, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5358, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953, scimark_benchmark: 1735.4955, usercpu_time_millis: 15.497, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 15.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.5195, kappa: 0.0396, kb_relative_information_score: 2.6968, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5198, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5008, root_relative_squared_error: 1.0016, scimark_benchmark: 1864.4376, usercpu_time_millis: 0.624, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.017, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 0.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0233, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.499, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.407, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 0.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5012, f_measure: 0.481, kappa: 0.0033, kb_relative_information_score: 0.0069, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.502, predictive_accuracy: 0.5017, prior_entropy: 1, recall: 0.5017, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1735.8967, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 0.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.5222, kappa: 0.0462, kb_relative_information_score: 21.3299, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5233, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5006, root_relative_squared_error: 1.0012, scimark_benchmark: 1862.3541, usercpu_time_millis: 3.503, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 3.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0068, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1747.0922, usercpu_time_millis: 1.719, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 1.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.505, kappa: 0.0116, kb_relative_information_score: 20.1086, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5058, predictive_accuracy: 0.5058, prior_entropy: 1, recall: 0.5058, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1735.8927, usercpu_time_millis: 8.401, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 8.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5561, f_measure: 0.5234, kappa: 0.0479, kb_relative_information_score: 36.1975, mean_absolute_error: 0.4876, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.524, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9753, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0003, scimark_benchmark: 1727.5261, usercpu_time_millis: 9.026, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 8.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5, kb_relative_information_score: 0.0006, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1721.4034, usercpu_time_millis: 1.089, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5, kb_relative_information_score: -0.0029, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1726.6494, usercpu_time_millis: 2.237, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 1.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.5851, kappa: 0.1881, kb_relative_information_score: 96.7651, mean_absolute_error: 0.4667, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6029, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.5567, kappa: 0.1155, kb_relative_information_score: 45.5505, mean_absolute_error: 0.485, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5583, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.97, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1739.0223, usercpu_time_millis: 430.151, usercpu_time_millis_testing: 1.068, usercpu_time_millis_training: 429.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5474, f_measure: 0.5228, kappa: 0.0495, kb_relative_information_score: 17.5117, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5252, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9961, scimark_benchmark: 1749.5206, usercpu_time_millis: 175.103, usercpu_time_millis_testing: 0.582, usercpu_time_millis_training: 174.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6022, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 73.5315, mean_absolute_error: 0.4749, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9908, scimark_benchmark: 1751.237, usercpu_time_millis: 140.403, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 139.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.5741, kappa: 0.1485, kb_relative_information_score: 67.1341, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5744, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.9899, scimark_benchmark: 1746.737, usercpu_time_millis: 104.032, usercpu_time_millis_testing: 0.937, usercpu_time_millis_training: 103.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.589, f_measure: 0.547, kappa: 0.0941, kb_relative_information_score: 56.6023, mean_absolute_error: 0.4809, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.547, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9618, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1753.6457, usercpu_time_millis: 101.317, usercpu_time_millis_testing: 0.804, usercpu_time_millis_training: 100.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6289, f_measure: 0.5962, kappa: 0.1931, kb_relative_information_score: 131.5969, mean_absolute_error: 0.4525, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5969, predictive_accuracy: 0.5965, prior_entropy: 1, recall: 0.5965, relative_absolute_error: 0.9049, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9971, scimark_benchmark: 1743.6532, usercpu_time_millis: 98.804, usercpu_time_millis_testing: 0.893, usercpu_time_millis_training: 97.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5413, f_measure: 0.5216, kappa: 0.0479, kb_relative_information_score: 17.1458, mean_absolute_error: 0.4946, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5244, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9969, scimark_benchmark: 1750.7876, usercpu_time_millis: 106.714, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 106.173,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6155, f_measure: 0.5757, kappa: 0.1518, kb_relative_information_score: 88.0942, mean_absolute_error: 0.4698, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.576, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9871, scimark_benchmark: 1738.6251, usercpu_time_millis: 475.356, usercpu_time_millis_testing: 1.596, usercpu_time_millis_training: 473.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6094, f_measure: 0.5837, kappa: 0.1683, kb_relative_information_score: 107.2844, mean_absolute_error: 0.4614, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5845, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9228, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5029, root_relative_squared_error: 1.0057, scimark_benchmark: 1749.5206, usercpu_time_millis: 261.055, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 260.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5998, f_measure: 0.5726, kappa: 0.1452, kb_relative_information_score: 77.6126, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5726, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1748.2025, usercpu_time_millis: 188.41, usercpu_time_millis_testing: 0.716, usercpu_time_millis_training: 187.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6082, f_measure: 0.5741, kappa: 0.1485, kb_relative_information_score: 88.8584, mean_absolute_error: 0.4692, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5744, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9383, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1745.3654, usercpu_time_millis: 168.646, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 167.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6164, f_measure: 0.5831, kappa: 0.1667, kb_relative_information_score: 100.7692, mean_absolute_error: 0.4646, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5836, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9913, scimark_benchmark: 1740.2238, usercpu_time_millis: 36.292, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 35.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0185, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, predictive_accuracy: 0.4967, prior_entropy: 1, recall: 0.4967, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1751.3729, usercpu_time_millis: 1.2, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 1.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.534, f_measure: 0.4967, kappa: -0.0017, kb_relative_information_score: 17.0616, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4992, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1755.4795, usercpu_time_millis: 14.193, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 13.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0099, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4974, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1743.7148, usercpu_time_millis: 1.936, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 1.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5911, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 75.6398, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5627, predictive_accuracy: 0.5627, prior_entropy: 1, recall: 0.5627, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0009, scimark_benchmark: 1719.5704, usercpu_time_millis: 5.319, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 5.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.54, f_measure: 0.5158, kappa: 0.033, kb_relative_information_score: 25.9576, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5166, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5008, root_relative_squared_error: 1.0015, scimark_benchmark: 1743.2559, usercpu_time_millis: 3.944, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 3.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5266, f_measure: 0.514, kappa: 0.0314, kb_relative_information_score: 10.6268, mean_absolute_error: 0.4967, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5159, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1742.406, usercpu_time_millis: 4.153, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 4.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5354, f_measure: 0.5123, kappa: 0.0446, kb_relative_information_score: 8.9904, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5243, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5189, f_measure: 0.4217, kappa: 0.038, kb_relative_information_score: 0.8603, mean_absolute_error: 0.4998, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.558, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4802, f_measure: 0.4827, kappa: 0.0017, kb_relative_information_score: -0.9542, mean_absolute_error: 0.5003, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.501, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7149, f_measure: 0.6568, kappa: 0.3218, kb_relative_information_score: 228.9925, mean_absolute_error: 0.4161, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.669, predictive_accuracy: 0.6609, prior_entropy: 1, recall: 0.6609, relative_absolute_error: 0.8321, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4543, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.778, f_measure: 0.7001, kappa: 0.4059, kb_relative_information_score: 313.064, mean_absolute_error: 0.3825, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.711, predictive_accuracy: 0.703, prior_entropy: 1, recall: 0.703, relative_absolute_error: 0.7651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4343, root_relative_squared_error: 0.8687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 54.0061, mean_absolute_error: 0.4817, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5503, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9633, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1742.3495, usercpu_time_millis: 222.993, usercpu_time_millis_testing: 1.03, usercpu_time_millis_training: 221.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.588, f_measure: 0.5635, kappa: 0.1271, kb_relative_information_score: 60.2295, mean_absolute_error: 0.4795, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5635, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9591, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9939, scimark_benchmark: 1769.9013, usercpu_time_millis: 177.262, usercpu_time_millis_testing: 1.28, usercpu_time_millis_training: 175.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.585, f_measure: 0.5544, kappa: 0.1089, kb_relative_information_score: 55.921, mean_absolute_error: 0.4811, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5545, predictive_accuracy: 0.5545, prior_entropy: 1, recall: 0.5545, relative_absolute_error: 0.9622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1754.6748, usercpu_time_millis: 123.754, usercpu_time_millis_testing: 0.698, usercpu_time_millis_training: 123.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5746, f_measure: 0.5465, kappa: 0.0941, kb_relative_information_score: 40.5406, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5473, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9733, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9929, scimark_benchmark: 1734.9839, usercpu_time_millis: 110.725, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 110.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.58, f_measure: 0.5511, kappa: 0.104, kb_relative_information_score: 42.5027, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5524, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1768.9948, usercpu_time_millis: 93.486, usercpu_time_millis_testing: 0.237, usercpu_time_millis_training: 93.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5747, f_measure: 0.5392, kappa: 0.0792, kb_relative_information_score: 42.1475, mean_absolute_error: 0.486, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9933, scimark_benchmark: 1742.8588, usercpu_time_millis: 82.032, usercpu_time_millis_testing: 0.934, usercpu_time_millis_training: 81.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6077, f_measure: 0.5833, kappa: 0.1667, kb_relative_information_score: 82.1348, mean_absolute_error: 0.472, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5834, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1869.7524, usercpu_time_millis: 69.751, usercpu_time_millis_testing: 1.642, usercpu_time_millis_training: 68.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.585, kappa: 0.17, kb_relative_information_score: 86.1927, mean_absolute_error: 0.4704, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.585, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9912, scimark_benchmark: 1773.8102, usercpu_time_millis: 54.714, usercpu_time_millis_testing: 1.51, usercpu_time_millis_training: 53.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.5228, kappa: 0.0495, kb_relative_information_score: 14.4749, mean_absolute_error: 0.4955, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5252, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.991, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1874.977, usercpu_time_millis: 58.835, usercpu_time_millis_testing: 0.822, usercpu_time_millis_training: 58.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5539, f_measure: 0.5356, kappa: 0.0759, kb_relative_information_score: 21.4541, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5387, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9954, scimark_benchmark: 1873.019, usercpu_time_millis: 45.861, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 45.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5898, f_measure: 0.5611, kappa: 0.1221, kb_relative_information_score: 63.6912, mean_absolute_error: 0.4783, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5611, predictive_accuracy: 0.5611, prior_entropy: 1, recall: 0.5611, relative_absolute_error: 0.9565, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953, scimark_benchmark: 1729.4255, usercpu_time_millis: 36.363, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 36.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5646, f_measure: 0.5403, kappa: 0.0809, kb_relative_information_score: 41.2866, mean_absolute_error: 0.4859, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5405, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1749.9829, usercpu_time_millis: 33.982, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 33.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5486, f_measure: 0.5246, kappa: 0.0512, kb_relative_information_score: 30.0097, mean_absolute_error: 0.4899, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5258, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9975, scimark_benchmark: 1871.5019, usercpu_time_millis: 19.711, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 19.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.604, f_measure: 0.5765, kappa: 0.1535, kb_relative_information_score: 79.6518, mean_absolute_error: 0.4728, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5769, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1873.9387, usercpu_time_millis: 14.199, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 14.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5135, f_measure: 0.5163, kappa: 0.0347, kb_relative_information_score: 4.9596, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5175, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0013, scimark_benchmark: 1743.2043, usercpu_time_millis: 9.947, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 9.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5138, f_measure: 0.4955, kappa: -0.005, kb_relative_information_score: 11.9909, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4975, predictive_accuracy: 0.4975, prior_entropy: 1, recall: 0.4975, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0011, scimark_benchmark: 1750.7295, usercpu_time_millis: 8.618, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 8.314,

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