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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: 0.4993, f_measure: 0.4498, kappa: -0.0017, kb_relative_information_score: -0.0054, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4987, 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: 1868.7112, usercpu_time_millis: 1.992, usercpu_time_millis_testing: 0.293, usercpu_time_millis_training: 1.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5507, f_measure: 0.5469, kappa: 0.0941, kb_relative_information_score: 38.9066, mean_absolute_error: 0.4867, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5471, predictive_accuracy: 0.547, prior_entropy: 1, recall: 0.547, relative_absolute_error: 0.9734, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5098, root_relative_squared_error: 1.0195, scimark_benchmark: 1873.9908, usercpu_time_millis: 0.658, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0146, 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: 1870.6721, usercpu_time_millis: 1.908, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 1.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.4992, kappa: -0.0017, kb_relative_information_score: -0.0288, mean_absolute_error: 0.5, 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: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.41, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.4051, kb_relative_information_score: -0.0013, 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: 1744.8032, usercpu_time_millis: 0.734, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 85.1231, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5752, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9958, scimark_benchmark: 1372.1841, usercpu_time_millis: 531.574, usercpu_time_millis_testing: 1.509, usercpu_time_millis_training: 530.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6203, f_measure: 0.5822, kappa: 0.165, kb_relative_information_score: 124.9799, mean_absolute_error: 0.4545, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5022, root_relative_squared_error: 1.0043, scimark_benchmark: 1374.504, usercpu_time_millis: 369.701, usercpu_time_millis_testing: 1.262, usercpu_time_millis_training: 368.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5655, f_measure: 0.5396, kappa: 0.0809, kb_relative_information_score: 32.8151, mean_absolute_error: 0.4893, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5407, predictive_accuracy: 0.5404, prior_entropy: 1, recall: 0.5404, relative_absolute_error: 0.9786, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1375.7099, usercpu_time_millis: 139.096, usercpu_time_millis_testing: 0.908, usercpu_time_millis_training: 138.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5119, f_measure: 0.5146, kappa: 0.0297, kb_relative_information_score: 3.5769, mean_absolute_error: 0.4989, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5149, predictive_accuracy: 0.5149, prior_entropy: 1, recall: 0.5149, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1389.0349, usercpu_time_millis: 33.28, usercpu_time_millis_testing: 0.488, usercpu_time_millis_training: 32.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6025, f_measure: 0.5758, kappa: 0.1518, kb_relative_information_score: 85.8482, mean_absolute_error: 0.47, 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: 0.94, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9981, scimark_benchmark: 1374.506, usercpu_time_millis: 289.241, usercpu_time_millis_testing: 1.098, usercpu_time_millis_training: 288.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5416, f_measure: 0.5188, kappa: 0.038, kb_relative_information_score: 26.4284, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.519, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9997, scimark_benchmark: 1374.2663, usercpu_time_millis: 131.146, usercpu_time_millis_testing: 0.918, usercpu_time_millis_training: 130.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.521, f_measure: 0.5185, kappa: 0.0396, kb_relative_information_score: 6.6775, mean_absolute_error: 0.498, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.52, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1367.4047, usercpu_time_millis: 1.742, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 1.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.593, f_measure: 0.5692, kappa: 0.1386, kb_relative_information_score: 61.5842, mean_absolute_error: 0.4792, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5694, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9585, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9918, scimark_benchmark: 1375.8006, usercpu_time_millis: 74.544, usercpu_time_millis_testing: 0.8, usercpu_time_millis_training: 73.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5703, f_measure: 0.5385, kappa: 0.0776, kb_relative_information_score: 43.1057, mean_absolute_error: 0.4854, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5389, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1380.1042, usercpu_time_millis: 81.387, usercpu_time_millis_testing: 0.789, usercpu_time_millis_training: 80.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5734, f_measure: 0.5363, kappa: 0.0726, kb_relative_information_score: 46.8023, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5363, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9683, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9964, scimark_benchmark: 1378.0852, usercpu_time_millis: 111.733, usercpu_time_millis_testing: 1.04, usercpu_time_millis_training: 110.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6073, f_measure: 0.5846, kappa: 0.17, kb_relative_information_score: 103.4161, mean_absolute_error: 0.463, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5853, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5028, root_relative_squared_error: 1.0057, scimark_benchmark: 1373.4855, usercpu_time_millis: 228.151, usercpu_time_millis_testing: 0.5, usercpu_time_millis_training: 227.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0202, 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: 1373.9664, usercpu_time_millis: 1.688, usercpu_time_millis_testing: 0.328, usercpu_time_millis_training: 1.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.002, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5009, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1373.1022, usercpu_time_millis: 1.933, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 1.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5767, f_measure: 0.5403, kappa: 0.0809, kb_relative_information_score: 47.0725, mean_absolute_error: 0.4842, 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: 0.9684, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1379.3456, usercpu_time_millis: 125.439, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 124.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0109, 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: 1375.7026, usercpu_time_millis: 2.434, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 2.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0096, 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: 1373.5717, usercpu_time_millis: 1.498, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 1.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5229, f_measure: 0.5264, kappa: 0.0545, kb_relative_information_score: 7.5718, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5274, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9997, scimark_benchmark: 1368.7471, usercpu_time_millis: 6.446, usercpu_time_millis_testing: 0.495, usercpu_time_millis_training: 5.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.5718, kappa: 0.1436, kb_relative_information_score: 65.3024, mean_absolute_error: 0.4778, 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: 0.9557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9961, scimark_benchmark: 1380.6542, usercpu_time_millis: 29.714, usercpu_time_millis_testing: 0.945, usercpu_time_millis_training: 28.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5407, f_measure: 0.5203, kappa: 0.0462, kb_relative_information_score: 15.5853, mean_absolute_error: 0.4951, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5236, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1370.9213, usercpu_time_millis: 88.088, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 87.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5732, f_measure: 0.5561, kappa: 0.1122, kb_relative_information_score: 47.6746, 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: 0.9681, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5009, root_relative_squared_error: 1.0019, scimark_benchmark: 1376.5257, usercpu_time_millis: 16.611, usercpu_time_millis_testing: 1.536, usercpu_time_millis_training: 15.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5763, f_measure: 0.5502, kappa: 0.1007, kb_relative_information_score: 47.4414, mean_absolute_error: 0.4841, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5504, predictive_accuracy: 0.5503, prior_entropy: 1, recall: 0.5503, relative_absolute_error: 0.9682, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1375.7976, usercpu_time_millis: 50.017, usercpu_time_millis_testing: 1.234, usercpu_time_millis_training: 48.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 61.7591, mean_absolute_error: 0.4792, 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: 0.9584, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9935, scimark_benchmark: 1377.4147, usercpu_time_millis: 261.191, usercpu_time_millis_testing: 0.698, usercpu_time_millis_training: 260.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5843, f_measure: 0.5561, kappa: 0.1122, kb_relative_information_score: 52.4786, mean_absolute_error: 0.4825, 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: 0.965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1373.8288, usercpu_time_millis: 45.274, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 44.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5903, f_measure: 0.556, kappa: 0.1122, kb_relative_information_score: 63.1304, mean_absolute_error: 0.4785, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5562, predictive_accuracy: 0.5561, prior_entropy: 1, recall: 0.5561, relative_absolute_error: 0.9569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1377.1549, usercpu_time_millis: 50.487, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 50.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5368, f_measure: 0.5182, kappa: 0.0429, kb_relative_information_score: 15.1135, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5221, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9905, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1374.8654, usercpu_time_millis: 89.061, usercpu_time_millis_testing: 0.469, usercpu_time_millis_training: 88.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4498, kappa: -0.0017, kb_relative_information_score: -0.0069, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4987, 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: 1375.3279, usercpu_time_millis: 1.286, usercpu_time_millis_testing: 0.451, usercpu_time_millis_training: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, f_measure: 0.5973, kappa: 0.1947, kb_relative_information_score: 117.4362, mean_absolute_error: 0.4582, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5975, predictive_accuracy: 0.5974, prior_entropy: 1, recall: 0.5974, relative_absolute_error: 0.9163, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945, scimark_benchmark: 1377.2826, usercpu_time_millis: 112.999, usercpu_time_millis_testing: 1.397, usercpu_time_millis_training: 111.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6136, f_measure: 0.5822, kappa: 0.165, kb_relative_information_score: 85.4849, mean_absolute_error: 0.4708, 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: 0.9416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9878, scimark_benchmark: 1377.2958, usercpu_time_millis: 282.786, usercpu_time_millis_testing: 1.63, usercpu_time_millis_training: 281.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5554, f_measure: 0.5319, kappa: 0.0677, kb_relative_information_score: 24.9673, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5344, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1376.2466, usercpu_time_millis: 103.708, usercpu_time_millis_testing: 0.765, usercpu_time_millis_training: 102.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5258, f_measure: 0.5179, kappa: 0.0413, kb_relative_information_score: 10.9132, mean_absolute_error: 0.4966, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5211, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9932, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9982, scimark_benchmark: 1375.1804, usercpu_time_millis: 9.231, usercpu_time_millis_testing: 0.189, usercpu_time_millis_training: 9.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.579, f_measure: 0.563, kappa: 0.1271, kb_relative_information_score: 39.1068, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5639, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9906, scimark_benchmark: 1376.5845, usercpu_time_millis: 335.375, usercpu_time_millis_testing: 0.882, usercpu_time_millis_training: 334.493,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5163, f_measure: 0.5137, kappa: 0.0281, kb_relative_information_score: 6.2538, mean_absolute_error: 0.4981, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5141, predictive_accuracy: 0.514, prior_entropy: 1, recall: 0.514, relative_absolute_error: 0.9961, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0007, scimark_benchmark: 1375.3102, usercpu_time_millis: 2.26, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 2.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.5167, kappa: 0.0347, kb_relative_information_score: 26.2833, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5174, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.982, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1368.3316, usercpu_time_millis: 17.528, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 17.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6035, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 78.7985, mean_absolute_error: 0.473, 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: 0.9459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9929, scimark_benchmark: 1381.0248, usercpu_time_millis: 273.527, usercpu_time_millis_testing: 1.384, usercpu_time_millis_training: 272.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6066, f_measure: 0.574, kappa: 0.1485, kb_relative_information_score: 78.788, mean_absolute_error: 0.4731, 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: 0.9462, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1373.1385, usercpu_time_millis: 105.009, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 104.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5371, f_measure: 0.519, kappa: 0.0429, kb_relative_information_score: 13.2144, mean_absolute_error: 0.4959, 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: 0.9917, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1373.3092, usercpu_time_millis: 23.916, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 23.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6002, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 79.6003, mean_absolute_error: 0.4725, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5719, predictive_accuracy: 0.5718, prior_entropy: 1, recall: 0.5718, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1370.3147, usercpu_time_millis: 111.107, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 110.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5951, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 69.2129, mean_absolute_error: 0.4766, 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: 0.9531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1374.7082, usercpu_time_millis: 267.048, usercpu_time_millis_testing: 0.96, usercpu_time_millis_training: 266.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6155, f_measure: 0.5822, kappa: 0.165, kb_relative_information_score: 99.2823, mean_absolute_error: 0.4653, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5827, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9307, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1381.2059, usercpu_time_millis: 306.141, usercpu_time_millis_testing: 1.281, usercpu_time_millis_training: 304.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5996, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 84.2177, mean_absolute_error: 0.4708, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5767, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0001, scimark_benchmark: 1375.0292, usercpu_time_millis: 63.648, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 63.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5897, f_measure: 0.5644, kappa: 0.1287, kb_relative_information_score: 63.4568, mean_absolute_error: 0.4785, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5644, predictive_accuracy: 0.5644, prior_entropy: 1, recall: 0.5644, relative_absolute_error: 0.957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9965, scimark_benchmark: 1380.3451, usercpu_time_millis: 60.872, usercpu_time_millis_testing: 1.475, usercpu_time_millis_training: 59.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.5429, kappa: 0.0858, kb_relative_information_score: 47.7126, mean_absolute_error: 0.4838, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5429, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9676, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1374.6868, usercpu_time_millis: 123.003, usercpu_time_millis_testing: 1.153, usercpu_time_millis_training: 121.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 89.3909, mean_absolute_error: 0.4686, 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: 0.9373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1377.6619, usercpu_time_millis: 355.936, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 355.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5847, f_measure: 0.5599, kappa: 0.1205, kb_relative_information_score: 47.5244, mean_absolute_error: 0.4845, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5604, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1380.0638, usercpu_time_millis: 299.991, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 299.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6058, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 90.1961, mean_absolute_error: 0.4685, 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: 0.937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 1370.8812, usercpu_time_millis: 285.385, usercpu_time_millis_testing: 1.112, usercpu_time_millis_training: 284.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5226, f_measure: 0.5217, kappa: 0.0479, kb_relative_information_score: 9.3448, mean_absolute_error: 0.4971, 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: 0.9942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.999, scimark_benchmark: 1373.9188, usercpu_time_millis: 18.14, usercpu_time_millis_testing: 0.582, usercpu_time_millis_training: 17.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.5519, kappa: 0.104, kb_relative_information_score: 52.4452, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.552, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.9648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1372.3154, usercpu_time_millis: 309.917, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 309.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5668, f_measure: 0.5324, kappa: 0.066, kb_relative_information_score: 36.9, mean_absolute_error: 0.4878, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5332, predictive_accuracy: 0.533, prior_entropy: 1, recall: 0.533, relative_absolute_error: 0.9756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9941, scimark_benchmark: 1375.6535, usercpu_time_millis: 29.932, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 29.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0104, 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: 1373.6219, usercpu_time_millis: 0.32, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5287, f_measure: 0.5186, kappa: 0.0413, kb_relative_information_score: 11.9997, mean_absolute_error: 0.4962, 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: 0.9925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1371.3462, usercpu_time_millis: 7.829, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 7.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0104, 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: 1375.1079, usercpu_time_millis: 1.538, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 1.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5969, f_measure: 0.5692, kappa: 0.1386, kb_relative_information_score: 71.1087, mean_absolute_error: 0.4757, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5694, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9514, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1373.9891, usercpu_time_millis: 89.948, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 89.571,
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: 0.5459, f_measure: 0.5379, kappa: 0.0759, kb_relative_information_score: 32.1341, mean_absolute_error: 0.4892, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.538, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9784, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5089, root_relative_squared_error: 1.0178, scimark_benchmark: 1380.5599, usercpu_time_millis: 0.59, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5456, f_measure: 0.5291, kappa: 0.0627, kb_relative_information_score: 22.633, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.532, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1378.347, usercpu_time_millis: 35.066, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 34.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5667, f_measure: 0.5379, kappa: 0.0759, kb_relative_information_score: 42.2038, mean_absolute_error: 0.4857, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.538, predictive_accuracy: 0.538, prior_entropy: 1, recall: 0.538, relative_absolute_error: 0.9714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9959, scimark_benchmark: 1370.1917, usercpu_time_millis: 105.974, usercpu_time_millis_testing: 0.538, usercpu_time_millis_training: 105.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5767, f_measure: 0.5354, kappa: 0.071, kb_relative_information_score: 48.1897, mean_absolute_error: 0.4837, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5355, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.9673, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1380.6062, usercpu_time_millis: 108.83, usercpu_time_millis_testing: 0.715, usercpu_time_millis_training: 108.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5349, f_measure: 0.5098, kappa: 0.0198, kb_relative_information_score: 22.5167, mean_absolute_error: 0.4923, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5099, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9847, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1375.3783, usercpu_time_millis: 10.474, usercpu_time_millis_testing: 0.64, usercpu_time_millis_training: 9.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.5751, kappa: 0.1502, kb_relative_information_score: 66.5709, mean_absolute_error: 0.4773, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5751, predictive_accuracy: 0.5751, prior_entropy: 1, recall: 0.5751, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9959, scimark_benchmark: 1378.7057, usercpu_time_millis: 53.434, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 53.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.5435, kappa: 0.0875, kb_relative_information_score: 52.022, mean_absolute_error: 0.4824, 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: 0.9648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1376.868, usercpu_time_millis: 26.284, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 25.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5572, f_measure: 0.5408, kappa: 0.0825, kb_relative_information_score: 33.9647, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5414, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1365.8996, usercpu_time_millis: 48.167, usercpu_time_millis_testing: 0.676, usercpu_time_millis_training: 47.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5567, f_measure: 0.523, kappa: 0.0462, kb_relative_information_score: 37.3667, mean_absolute_error: 0.4873, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5231, predictive_accuracy: 0.5231, prior_entropy: 1, recall: 0.5231, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5015, root_relative_squared_error: 1.0031, scimark_benchmark: 1378.2137, usercpu_time_millis: 4.603, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 4.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5853, f_measure: 0.5594, kappa: 0.1188, kb_relative_information_score: 58.5606, mean_absolute_error: 0.4803, 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: 0.9606, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1371.6685, usercpu_time_millis: 14.157, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 13.267,

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