Task
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 145847 Supervised Classification hill-valley 92422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6254, f_measure: 0.5931, kappa: 0.1865, kb_relative_information_score: 117.6834, mean_absolute_error: 0.4581, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5934, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9163, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9918, scimark_benchmark: 1857.4999, usercpu_time_millis: 48.446, usercpu_time_millis_testing: 0.496, usercpu_time_millis_training: 47.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5543, f_measure: 0.5371, kappa: 0.0743, kb_relative_information_score: 35.0593, mean_absolute_error: 0.4881, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5372, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9975, scimark_benchmark: 1873.0711, usercpu_time_millis: 36.985, usercpu_time_millis_testing: 0.521, usercpu_time_millis_training: 36.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5827, f_measure: 0.5524, kappa: 0.1056, kb_relative_information_score: 46.9419, mean_absolute_error: 0.4844, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.553, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1872.0299, usercpu_time_millis: 55.148, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 54.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5187, f_measure: 0.53, kappa: 0.0611, kb_relative_information_score: 4.9304, mean_absolute_error: 0.4985, 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: 0.9971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1872.9496, usercpu_time_millis: 13.998, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 13.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5616, f_measure: 0.5388, kappa: 0.0776, kb_relative_information_score: 37.9517, mean_absolute_error: 0.4872, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5388, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9975, scimark_benchmark: 1836.5407, usercpu_time_millis: 17.306, usercpu_time_millis_testing: 1.162, usercpu_time_millis_training: 16.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5254, f_measure: 0.5291, kappa: 0.0594, kb_relative_information_score: 7.2272, mean_absolute_error: 0.4978, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5299, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9956, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9994, scimark_benchmark: 1867.725, usercpu_time_millis: 12.237, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 11.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5227, f_measure: 0.5212, kappa: 0.0462, kb_relative_information_score: 9.1269, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5235, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1872.4881, usercpu_time_millis: 11.031, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 10.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0148, 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: 1834.5679, usercpu_time_millis: 0.908, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 0.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0126, 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: 1867.1999, usercpu_time_millis: 0.768, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0323, 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: 1855.7733, usercpu_time_millis: 0.505, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5725, f_measure: 0.5437, kappa: 0.0891, kb_relative_information_score: 43.2205, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5449, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.9711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1855.7733, usercpu_time_millis: 12.159, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 11.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0104, 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: 1855.2567, usercpu_time_millis: 1.69, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 1.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, f_measure: 0.5056, kappa: 0.0149, kb_relative_information_score: 17.7006, mean_absolute_error: 0.494, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5075, predictive_accuracy: 0.5074, prior_entropy: 1, recall: 0.5074, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.002, scimark_benchmark: 1855.2567, usercpu_time_millis: 8.471, usercpu_time_millis_testing: 0.949, usercpu_time_millis_training: 7.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5849, f_measure: 0.5518, kappa: 0.104, kb_relative_information_score: 47.6225, mean_absolute_error: 0.4843, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5521, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9685, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1847.011, usercpu_time_millis: 9.24, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 9.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0191, 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: 1851.8785, usercpu_time_millis: 1.6, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 1.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.51, kappa: 0.0215, kb_relative_information_score: 2.1598, mean_absolute_error: 0.4993, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5108, predictive_accuracy: 0.5107, prior_entropy: 1, recall: 0.5107, relative_absolute_error: 0.9987, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0023, scimark_benchmark: 1838.6023, usercpu_time_millis: 4.054, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 3.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.5336, kappa: 0.0726, kb_relative_information_score: 29.0772, mean_absolute_error: 0.4906, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5372, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9915, scimark_benchmark: 1859.4255, usercpu_time_millis: 19.92, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 19.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4949, kb_relative_information_score: -0.01, 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: 1862.932, usercpu_time_millis: 1.12, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 0.948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.558, f_measure: 0.5512, kappa: 0.1023, kb_relative_information_score: 35.3495, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5512, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5024, root_relative_squared_error: 1.0047, scimark_benchmark: 1867.725, usercpu_time_millis: 5.694, usercpu_time_millis_testing: 0.607, usercpu_time_millis_training: 5.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5783, f_measure: 0.5577, kappa: 0.1155, kb_relative_information_score: 49.9732, mean_absolute_error: 0.4834, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5578, predictive_accuracy: 0.5578, prior_entropy: 1, recall: 0.5578, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9981, scimark_benchmark: 1829.7192, usercpu_time_millis: 30.201, usercpu_time_millis_testing: 2.495, usercpu_time_millis_training: 27.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0166, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 1.456, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 1.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.5396, kappa: 0.0792, kb_relative_information_score: 19.1168, mean_absolute_error: 0.4941, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5396, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0022, scimark_benchmark: 1842.5344, usercpu_time_millis: 12.443, usercpu_time_millis_testing: 0.221, usercpu_time_millis_training: 12.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6068, f_measure: 0.5841, kappa: 0.1683, kb_relative_information_score: 85.1834, mean_absolute_error: 0.4706, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5842, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9929, scimark_benchmark: 1842.5344, usercpu_time_millis: 17.048, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 16.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0167, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1867.1999, usercpu_time_millis: 1.476, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 1.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5118, f_measure: 0.5159, kappa: 0.033, kb_relative_information_score: 6.6065, mean_absolute_error: 0.4979, 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: 0.9958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1869.1727, usercpu_time_millis: 3.891, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 3.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5882, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 59.4556, mean_absolute_error: 0.48, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5718, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9954, scimark_benchmark: 1873.9387, usercpu_time_millis: 8.954, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 8.535,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.5395, kappa: 0.0792, kb_relative_information_score: 34.5707, mean_absolute_error: 0.4882, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5396, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9969, scimark_benchmark: 1866.6776, usercpu_time_millis: 33.398, usercpu_time_millis_testing: 0.786, usercpu_time_millis_training: 32.612,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6115, f_measure: 0.5663, kappa: 0.1337, kb_relative_information_score: 65.5709, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5672, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4893, root_relative_squared_error: 0.9787, scimark_benchmark: 1874.977, usercpu_time_millis: 5.536, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 5.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5536, f_measure: 0.5388, kappa: 0.0809, kb_relative_information_score: 17.658, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.541, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1860.4615, usercpu_time_millis: 32.374, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 32.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5311, f_measure: 0.5126, kappa: 0.0297, kb_relative_information_score: 14.5073, mean_absolute_error: 0.4953, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5151, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 1862.932, usercpu_time_millis: 43.884, usercpu_time_millis_testing: 0.722, usercpu_time_millis_training: 43.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.548, f_measure: 0.537, kappa: 0.0743, kb_relative_information_score: 29.792, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5372, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0078, scimark_benchmark: 1866.6776, usercpu_time_millis: 19.3, usercpu_time_millis_testing: 1.887, usercpu_time_millis_training: 17.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0359, 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: 1865.6428, usercpu_time_millis: 0.439, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5755, f_measure: 0.556, kappa: 0.1122, kb_relative_information_score: 62.7796, mean_absolute_error: 0.4781, 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: 0.9562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5059, root_relative_squared_error: 1.0118, scimark_benchmark: 1736.1252, usercpu_time_millis: 1.576, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 1.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5185, f_measure: 0.5264, kappa: 0.0528, kb_relative_information_score: 4.045, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5264, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1836.5952, usercpu_time_millis: 4.639, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 4.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5596, f_measure: 0.5511, kappa: 0.1023, kb_relative_information_score: 48.4789, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5512, predictive_accuracy: 0.5512, prior_entropy: 1, recall: 0.5512, relative_absolute_error: 0.9666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5111, root_relative_squared_error: 1.0222, scimark_benchmark: 1861.8971, usercpu_time_millis: 0.942, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0099, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4967, 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: 1863.2338, usercpu_time_millis: 1.817, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 1.429,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5638, f_measure: 0.5256, kappa: 0.0545, kb_relative_information_score: 31.6964, mean_absolute_error: 0.4896, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5276, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1862.0186, usercpu_time_millis: 14.434, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 14.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5423, f_measure: 0.5272, kappa: 0.0545, kb_relative_information_score: 22.3787, mean_absolute_error: 0.4927, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5272, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5075, root_relative_squared_error: 1.015, scimark_benchmark: 1833.5262, usercpu_time_millis: 0.43, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5774, f_measure: 0.5594, kappa: 0.1188, kb_relative_information_score: 52.5834, mean_absolute_error: 0.482, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5594, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9641, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9969, scimark_benchmark: 1862.8168, usercpu_time_millis: 9.567, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 9.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5841, f_measure: 0.5535, kappa: 0.1073, kb_relative_information_score: 55.4329, mean_absolute_error: 0.4812, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5537, predictive_accuracy: 0.5536, prior_entropy: 1, recall: 0.5536, relative_absolute_error: 0.9623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1862.3553, usercpu_time_millis: 18.503, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 18.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0071, 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: 1870.2804, usercpu_time_millis: 0.512, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5551, f_measure: 0.5153, kappa: 0.0347, kb_relative_information_score: 19.777, mean_absolute_error: 0.4937, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5176, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9941, scimark_benchmark: 1869.1029, usercpu_time_millis: 1.596, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 1.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.5293, kappa: 0.0594, kb_relative_information_score: 34.1663, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5298, predictive_accuracy: 0.5297, prior_entropy: 1, recall: 0.5297, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9967, scimark_benchmark: 1828.2825, usercpu_time_millis: 8.906, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 8.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.597, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 69.7231, mean_absolute_error: 0.4762, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5784, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9921, scimark_benchmark: 1867.725, usercpu_time_millis: 25.33, usercpu_time_millis_testing: 0.138, usercpu_time_millis_training: 25.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.565, f_measure: 0.5346, kappa: 0.0726, kb_relative_information_score: 34.3677, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5369, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1861.3749, usercpu_time_millis: 12.064, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 11.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6048, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 78.3108, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.571, predictive_accuracy: 0.571, prior_entropy: 1, recall: 0.571, relative_absolute_error: 0.9465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9919, scimark_benchmark: 1743.823, usercpu_time_millis: 21.278, usercpu_time_millis_testing: 0.784, usercpu_time_millis_training: 20.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5921, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 69.9888, mean_absolute_error: 0.476, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 1871.4349, usercpu_time_millis: 28.272, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 27.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0132, 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: 1864.9656, usercpu_time_millis: 0.912, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 0.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0201, 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: 1873.9908, usercpu_time_millis: 1.157, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5903, f_measure: 0.5621, kappa: 0.1271, kb_relative_information_score: 48.5918, mean_absolute_error: 0.4839, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5644, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9679, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4928, root_relative_squared_error: 0.9857, scimark_benchmark: 1865.8326, usercpu_time_millis: 27.443, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 27.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5379, f_measure: 0.5102, kappa: 0.0248, kb_relative_information_score: 19.0596, mean_absolute_error: 0.4938, 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: 0.9876, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1864.5074, usercpu_time_millis: 4.539, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 4.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5705, f_measure: 0.5394, kappa: 0.0809, kb_relative_information_score: 35.7339, mean_absolute_error: 0.4883, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5408, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9767, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924, scimark_benchmark: 1863.9794, usercpu_time_millis: 30.243, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 30.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5974, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 76.5727, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.58, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9989, scimark_benchmark: 1874.4489, usercpu_time_millis: 18.751, usercpu_time_millis_testing: 1.509, usercpu_time_millis_training: 17.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5082, f_measure: 0.5116, kappa: 0.0248, kb_relative_information_score: 3.6246, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5125, predictive_accuracy: 0.5124, prior_entropy: 1, recall: 0.5124, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1861.896, usercpu_time_millis: 21.297, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 21.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5102, f_measure: 0.5175, kappa: 0.0363, kb_relative_information_score: 3.5001, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5182, predictive_accuracy: 0.5182, prior_entropy: 1, recall: 0.5182, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.002, scimark_benchmark: 1796.2598, usercpu_time_millis: 9.063, usercpu_time_millis_testing: 0.581, usercpu_time_millis_training: 8.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.619, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 94.8619, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9347, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9878, scimark_benchmark: 1867.725, usercpu_time_millis: 21.09, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 20.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5308, f_measure: 0.5149, kappa: 0.0314, kb_relative_information_score: 20.6709, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5158, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5046, root_relative_squared_error: 1.0092, scimark_benchmark: 1869.6309, usercpu_time_millis: 16.298, usercpu_time_millis_testing: 1.607, usercpu_time_millis_training: 14.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5107, f_measure: 0.5163, kappa: 0.033, kb_relative_information_score: 2.6878, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5165, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0013, scimark_benchmark: 1868.7112, usercpu_time_millis: 6.366, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 6.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6116, f_measure: 0.5799, kappa: 0.1601, kb_relative_information_score: 83.1055, mean_absolute_error: 0.4718, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5801, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1838.9968, usercpu_time_millis: 53.629, usercpu_time_millis_testing: 2.096, usercpu_time_millis_training: 51.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5775, f_measure: 0.5598, kappa: 0.1205, kb_relative_information_score: 43.6757, mean_absolute_error: 0.4856, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5605, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.9713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4963, root_relative_squared_error: 0.9927, scimark_benchmark: 1861.5647, usercpu_time_millis: 29.403, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 28.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.5272, kappa: 0.0561, kb_relative_information_score: 26.2892, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5283, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, scimark_benchmark: 1869.5411, usercpu_time_millis: 29.447, usercpu_time_millis_testing: 0.943, usercpu_time_millis_training: 28.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.533, f_measure: 0.5226, kappa: 0.0495, kb_relative_information_score: 12.0532, mean_absolute_error: 0.4962, 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: 0.9925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9983, scimark_benchmark: 1723.2048, usercpu_time_millis: 18.249, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 17.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5157, f_measure: 0.5185, kappa: 0.038, kb_relative_information_score: 4.896, mean_absolute_error: 0.4985, 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: 0.997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1857.5664, usercpu_time_millis: 25.743, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 25.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, f_measure: 0.5856, kappa: 0.1716, kb_relative_information_score: 105.9041, mean_absolute_error: 0.463, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.586, predictive_accuracy: 0.5858, prior_entropy: 1, recall: 0.5858, relative_absolute_error: 0.926, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4942, root_relative_squared_error: 0.9884, scimark_benchmark: 1854.3496, usercpu_time_millis: 57.547, usercpu_time_millis_testing: 0.451, usercpu_time_millis_training: 57.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5689, f_measure: 0.5367, kappa: 0.0759, kb_relative_information_score: 33.9365, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5384, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9924, scimark_benchmark: 1865.7643, usercpu_time_millis: 59.515, usercpu_time_millis_testing: 0.292, usercpu_time_millis_training: 59.223,

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