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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: 0.4988, f_measure: 0.4792, kb_relative_information_score: -0.0037, 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: 1745.8253, usercpu_time_millis: 1.42, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 1.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5592, f_measure: 0.5296, kappa: 0.0611, kb_relative_information_score: 33.3948, mean_absolute_error: 0.4889, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5308, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1751.3544, usercpu_time_millis: 57.473, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 56.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5397, f_measure: 0.5171, kappa: 0.038, kb_relative_information_score: 18.7558, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5193, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9978, scimark_benchmark: 1744.4725, usercpu_time_millis: 30.346, usercpu_time_millis_testing: 0.713, usercpu_time_millis_training: 29.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5496, f_measure: 0.5234, kappa: 0.0495, kb_relative_information_score: 26.1651, mean_absolute_error: 0.4913, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.525, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9975, scimark_benchmark: 1738.228, usercpu_time_millis: 12.676, usercpu_time_millis_testing: 0.246, usercpu_time_millis_training: 12.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5621, f_measure: 0.5404, kappa: 0.0825, kb_relative_information_score: 31.1668, mean_absolute_error: 0.4898, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5416, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1738.2889, usercpu_time_millis: 6.093, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 6.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.4782, kappa: -0.0017, kb_relative_information_score: -0.0049, 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: 1718.949, usercpu_time_millis: 2.311, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6039, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 80.6815, mean_absolute_error: 0.4722, 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: 0.9445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1737.8089, usercpu_time_millis: 447.699, usercpu_time_millis_testing: 1.341, usercpu_time_millis_training: 446.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6076, f_measure: 0.5758, kappa: 0.1518, kb_relative_information_score: 88.5863, mean_absolute_error: 0.4692, 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: 0.9384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9947, scimark_benchmark: 1713.8688, usercpu_time_millis: 443.003, usercpu_time_millis_testing: 1.211, usercpu_time_millis_training: 441.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 70.9412, mean_absolute_error: 0.4759, 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: 0.9517, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1733.3606, usercpu_time_millis: 409.405, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 408.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, f_measure: 0.5797, kappa: 0.1601, kb_relative_information_score: 90.5857, mean_absolute_error: 0.4687, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5803, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9893, scimark_benchmark: 1907.7926, usercpu_time_millis: 247.427, usercpu_time_millis_testing: 0.97, usercpu_time_millis_training: 246.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5598, f_measure: 0.5357, kappa: 0.0743, kb_relative_information_score: 28.5709, mean_absolute_error: 0.4907, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5376, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9941, scimark_benchmark: 1715.1737, usercpu_time_millis: 215.698, usercpu_time_millis_testing: 1.13, usercpu_time_millis_training: 214.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5751, f_measure: 0.5462, kappa: 0.0924, kb_relative_information_score: 47.811, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5462, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9949, scimark_benchmark: 1736.9559, usercpu_time_millis: 204.852, usercpu_time_millis_testing: 0.926, usercpu_time_millis_training: 203.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6066, f_measure: 0.583, kappa: 0.1667, kb_relative_information_score: 86.5223, mean_absolute_error: 0.4701, 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: 0.9402, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1736.8764, usercpu_time_millis: 159.154, usercpu_time_millis_testing: 1.296, usercpu_time_millis_training: 157.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5746, f_measure: 0.5436, kappa: 0.0875, kb_relative_information_score: 47.6552, mean_absolute_error: 0.4839, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5438, predictive_accuracy: 0.5437, prior_entropy: 1, recall: 0.5437, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9953, scimark_benchmark: 1740.2596, usercpu_time_millis: 161.697, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 160.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, f_measure: 0.5756, kappa: 0.1518, kb_relative_information_score: 91.2771, mean_absolute_error: 0.4686, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5761, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9872, scimark_benchmark: 1733.7613, usercpu_time_millis: 159.549, usercpu_time_millis_testing: 1.092, usercpu_time_millis_training: 158.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.5726, kappa: 0.1452, kb_relative_information_score: 82.9532, mean_absolute_error: 0.4714, 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: 0.9429, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4966, root_relative_squared_error: 0.9931, scimark_benchmark: 2120.771, usercpu_time_millis: 104.237, usercpu_time_millis_testing: 0.578, usercpu_time_millis_training: 103.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6075, f_measure: 0.5756, kappa: 0.1518, kb_relative_information_score: 87.753, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5761, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1734.7321, usercpu_time_millis: 104.69, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 104.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5803, f_measure: 0.547, kappa: 0.0941, kb_relative_information_score: 52.3491, mean_absolute_error: 0.4822, 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: 0.9645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1737.877, usercpu_time_millis: 97.122, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 96.707,
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: 0.5912, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 59.7044, mean_absolute_error: 0.48, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.96, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1747.1654, usercpu_time_millis: 49.254, usercpu_time_millis_testing: 1.18, usercpu_time_millis_training: 48.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5777, f_measure: 0.5485, kappa: 0.0974, kb_relative_information_score: 48.1816, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5488, predictive_accuracy: 0.5487, prior_entropy: 1, recall: 0.5487, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1722.2536, usercpu_time_millis: 80.818, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 79.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.5775, kappa: 0.1551, kb_relative_information_score: 87.4224, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5776, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1746.5343, usercpu_time_millis: 43.788, usercpu_time_millis_testing: 0.717, usercpu_time_millis_training: 43.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6047, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 86.1705, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5759, predictive_accuracy: 0.5759, prior_entropy: 1, recall: 0.5759, relative_absolute_error: 0.9403, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1708.9997, usercpu_time_millis: 71.594, usercpu_time_millis_testing: 0.987, usercpu_time_millis_training: 70.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6177, f_measure: 0.5973, kappa: 0.1947, kb_relative_information_score: 96.0006, mean_absolute_error: 0.467, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5974, predictive_accuracy: 0.5974, prior_entropy: 1, recall: 0.5974, relative_absolute_error: 0.9339, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9891, scimark_benchmark: 2132.9179, usercpu_time_millis: 56.184, usercpu_time_millis_testing: 1.408, usercpu_time_millis_training: 54.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5829, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 50.6811, mean_absolute_error: 0.4832, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.562, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1716.5951, usercpu_time_millis: 69.568, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 69.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5767, f_measure: 0.5503, kappa: 0.1007, kb_relative_information_score: 51.0213, mean_absolute_error: 0.4827, 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: 0.9655, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1756.7776, usercpu_time_millis: 23.482, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 23.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5468, f_measure: 0.5239, kappa: 0.0512, kb_relative_information_score: 24.2419, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.526, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1748.8432, usercpu_time_millis: 23.881, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 23.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5765, f_measure: 0.5586, kappa: 0.1172, kb_relative_information_score: 51.862, mean_absolute_error: 0.4827, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5586, predictive_accuracy: 0.5586, prior_entropy: 1, recall: 0.5586, relative_absolute_error: 0.9653, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0022, scimark_benchmark: 1759.5883, usercpu_time_millis: 21.385, usercpu_time_millis_testing: 1.111, usercpu_time_millis_training: 20.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5792, f_measure: 0.5619, kappa: 0.1238, kb_relative_information_score: 54.8515, mean_absolute_error: 0.4815, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5619, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.963, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0007, scimark_benchmark: 1730.1903, usercpu_time_millis: 29.267, usercpu_time_millis_testing: 0.835, usercpu_time_millis_training: 28.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5863, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 57.7902, mean_absolute_error: 0.4805, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5652, predictive_accuracy: 0.5652, prior_entropy: 1, recall: 0.5652, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9951, scimark_benchmark: 1741.5868, usercpu_time_millis: 9.817, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 9.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.521, f_measure: 0.5036, kappa: 0.0132, kb_relative_information_score: 10.4504, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5068, predictive_accuracy: 0.5066, prior_entropy: 1, recall: 0.5066, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9997, scimark_benchmark: 1742.3305, usercpu_time_millis: 9.8, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 9.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5108, f_measure: 0.5144, kappa: 0.0314, kb_relative_information_score: 4.0335, mean_absolute_error: 0.4988, 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: 0.9976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0015, scimark_benchmark: 1750.7896, usercpu_time_millis: 11.869, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 11.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.4792, kb_relative_information_score: -0.0001, 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: 1745.0137, usercpu_time_millis: 0.905, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 0.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5827, f_measure: 0.5594, kappa: 0.1188, kb_relative_information_score: 62.9953, mean_absolute_error: 0.4783, 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: 0.9566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.0028, scimark_benchmark: 1748.4586, usercpu_time_millis: 1.194, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5105, f_measure: 0.5038, kappa: 0.0083, kb_relative_information_score: 4.8831, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5041, predictive_accuracy: 0.5041, prior_entropy: 1, recall: 0.5041, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0018, scimark_benchmark: 1732.9618, usercpu_time_millis: 40.166, usercpu_time_millis_testing: 0.238, usercpu_time_millis_training: 39.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0152, 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: 1744.9665, usercpu_time_millis: 1.777, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 1.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5949, f_measure: 0.5776, kappa: 0.1551, kb_relative_information_score: 66.8119, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5776, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9943, scimark_benchmark: 1733.7613, usercpu_time_millis: 17.228, usercpu_time_millis_testing: 0.749, usercpu_time_millis_training: 16.479,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5349, f_measure: 0.5118, kappa: 0.0281, kb_relative_information_score: 20.041, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5143, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9867, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9991, scimark_benchmark: 1699.9083, usercpu_time_millis: 8.106, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 7.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0128, 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: 1730.1287, usercpu_time_millis: 1.937, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 1.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.586, f_measure: 0.5601, kappa: 0.1205, kb_relative_information_score: 50.4555, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5603, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9911, scimark_benchmark: 1748.9106, usercpu_time_millis: 10.091, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 9.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0157, 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: 1745.1232, usercpu_time_millis: 1.119, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, f_measure: 0.5186, kappa: 0.0413, kb_relative_information_score: 9.5339, mean_absolute_error: 0.497, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.521, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9941, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9989, scimark_benchmark: 1730.591, usercpu_time_millis: 13.455, usercpu_time_millis_testing: 0.312, usercpu_time_millis_training: 13.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, f_measure: 0.5147, kappa: 0.033, kb_relative_information_score: 7.7546, mean_absolute_error: 0.4976, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5168, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1728.8162, usercpu_time_millis: 12.786, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 12.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.5165, kappa: 0.033, kb_relative_information_score: 29.8749, mean_absolute_error: 0.4898, 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: 0.9795, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1727.3596, usercpu_time_millis: 3.787, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 3.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.5, kb_relative_information_score: 0.0109, 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: 1729.2681, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 0.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5442, f_measure: 0.5249, kappa: 0.0512, kb_relative_information_score: 25.6253, mean_absolute_error: 0.4915, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5257, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1743.6278, usercpu_time_millis: 1.9, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5096, f_measure: 0.5053, kappa: 0.0165, kb_relative_information_score: 6.3013, mean_absolute_error: 0.498, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5085, predictive_accuracy: 0.5083, prior_entropy: 1, recall: 0.5083, relative_absolute_error: 0.996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0015, scimark_benchmark: 1746.5795, usercpu_time_millis: 2.546, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 2.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 82.9628, mean_absolute_error: 0.4715, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5777, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1734.9346, usercpu_time_millis: 24.938, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 24.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5532, f_measure: 0.5222, kappa: 0.0446, kb_relative_information_score: 35.18, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5223, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9981, scimark_benchmark: 1729.728, usercpu_time_millis: 36.353, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 36.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5145, f_measure: 0.5096, kappa: 0.0231, kb_relative_information_score: 8.6936, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5117, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1719.5862, usercpu_time_millis: 13.264, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 12.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4965, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.016, mean_absolute_error: 0.5, 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: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1744.7239, usercpu_time_millis: 1.982, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 1.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5116, f_measure: 0.501, kappa: 0.0033, kb_relative_information_score: 16.2047, mean_absolute_error: 0.4928, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5017, predictive_accuracy: 0.5017, prior_entropy: 1, recall: 0.5017, relative_absolute_error: 0.9857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6457, root_relative_squared_error: 1.2913, scimark_benchmark: 1740.5778, usercpu_time_millis: 0.351, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5508, f_measure: 0.5174, kappa: 0.0396, kb_relative_information_score: 22.6898, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5202, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0001, scimark_benchmark: 1730.3001, usercpu_time_millis: 6.062, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 5.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6155, f_measure: 0.5832, kappa: 0.1667, kb_relative_information_score: 122.8591, mean_absolute_error: 0.4549, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5835, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9099, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5054, root_relative_squared_error: 1.0108, scimark_benchmark: 1727.6155, usercpu_time_millis: 574.663, usercpu_time_millis_testing: 2.307, usercpu_time_millis_training: 572.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5952, f_measure: 0.5701, kappa: 0.1403, kb_relative_information_score: 98.2978, mean_absolute_error: 0.4644, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5701, predictive_accuracy: 0.5701, prior_entropy: 1, recall: 0.5701, relative_absolute_error: 0.9289, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5111, root_relative_squared_error: 1.0222, scimark_benchmark: 1878.8582, usercpu_time_millis: 556.128, usercpu_time_millis_testing: 1.034, usercpu_time_millis_training: 555.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6064, f_measure: 0.5831, kappa: 0.1667, kb_relative_information_score: 103.9855, mean_absolute_error: 0.4626, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5835, predictive_accuracy: 0.5833, prior_entropy: 1, recall: 0.5833, relative_absolute_error: 0.9252, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0073, scimark_benchmark: 1758.8259, usercpu_time_millis: 414.649, usercpu_time_millis_testing: 0.762, usercpu_time_millis_training: 413.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6224, f_measure: 0.598, kappa: 0.1964, kb_relative_information_score: 111.5647, mean_absolute_error: 0.4605, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5984, predictive_accuracy: 0.5982, prior_entropy: 1, recall: 0.5982, relative_absolute_error: 0.921, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9912, scimark_benchmark: 1755.4795, usercpu_time_millis: 373.252, usercpu_time_millis_testing: 1.436, usercpu_time_millis_training: 371.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.599, f_measure: 0.5724, kappa: 0.1452, kb_relative_information_score: 78.4736, mean_absolute_error: 0.4729, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5727, predictive_accuracy: 0.5726, prior_entropy: 1, recall: 0.5726, relative_absolute_error: 0.9458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1872.4881, usercpu_time_millis: 367.663, usercpu_time_millis_testing: 0.773, usercpu_time_millis_training: 366.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, f_measure: 0.5822, kappa: 0.165, kb_relative_information_score: 92.4137, mean_absolute_error: 0.4681, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5828, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9878, scimark_benchmark: 2170.6788, usercpu_time_millis: 326.148, usercpu_time_millis_testing: 0.929, usercpu_time_millis_training: 325.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6215, f_measure: 0.5848, kappa: 0.17, kb_relative_information_score: 116.3588, mean_absolute_error: 0.4583, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5851, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9166, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1755.4795, usercpu_time_millis: 276.98, usercpu_time_millis_testing: 1.161, usercpu_time_millis_training: 275.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6096, f_measure: 0.5865, kappa: 0.1733, kb_relative_information_score: 83.7073, mean_absolute_error: 0.4713, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5867, predictive_accuracy: 0.5866, prior_entropy: 1, recall: 0.5866, relative_absolute_error: 0.9426, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1755.4795, usercpu_time_millis: 267.848, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 266.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.617, f_measure: 0.5936, kappa: 0.1881, kb_relative_information_score: 99.3421, mean_absolute_error: 0.4654, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5945, predictive_accuracy: 0.5941, prior_entropy: 1, recall: 0.5941, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.9909, scimark_benchmark: 1759.6358, usercpu_time_millis: 210.031, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 209.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5901, f_measure: 0.5635, kappa: 0.1271, kb_relative_information_score: 62.9538, mean_absolute_error: 0.4786, 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: 0.9571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1730.413, usercpu_time_millis: 142.3, usercpu_time_millis_testing: 1.111, usercpu_time_millis_training: 141.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 84.7533, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5809, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9415, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9923, scimark_benchmark: 1863.2338, usercpu_time_millis: 98.215, usercpu_time_millis_testing: 0.651, usercpu_time_millis_training: 97.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5865, f_measure: 0.5577, kappa: 0.1155, kb_relative_information_score: 59.4029, mean_absolute_error: 0.4798, 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: 0.9596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1755.9441, usercpu_time_millis: 75.418, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 75.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5709, f_measure: 0.5357, kappa: 0.0726, kb_relative_information_score: 41.3015, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5365, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1739.4775, usercpu_time_millis: 62.162, usercpu_time_millis_testing: 0.959, usercpu_time_millis_training: 61.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6213, f_measure: 0.5907, kappa: 0.1815, kb_relative_information_score: 129.6815, mean_absolute_error: 0.4523, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5908, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.9047, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0077, scimark_benchmark: 1735.3254, usercpu_time_millis: 51.143, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 50.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.5841, kappa: 0.1683, kb_relative_information_score: 88.9775, mean_absolute_error: 0.4694, 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: 0.9389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9883, scimark_benchmark: 1875.8384, usercpu_time_millis: 49.469, usercpu_time_millis_testing: 0.528, usercpu_time_millis_training: 48.941,

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