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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: 0.6015, f_measure: 0.569, kappa: 0.1386, kb_relative_information_score: 69.2007, mean_absolute_error: 0.4766, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5695, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9891, scimark_benchmark: 1370.1064, usercpu_time_millis: 64.64, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 64.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.5692, kappa: 0.1386, kb_relative_information_score: 90.6001, mean_absolute_error: 0.4686, 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: 0.9371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1379.459, usercpu_time_millis: 208.55, usercpu_time_millis_testing: 1.75, usercpu_time_millis_training: 206.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5234, f_measure: 0.5147, kappa: 0.0347, kb_relative_information_score: 16.0201, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5177, predictive_accuracy: 0.5173, prior_entropy: 1, recall: 0.5173, relative_absolute_error: 0.9894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4995, root_relative_squared_error: 0.9989, scimark_benchmark: 1361.8572, usercpu_time_millis: 34.8, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 34.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6156, f_measure: 0.5792, kappa: 0.1584, kb_relative_information_score: 92.1509, mean_absolute_error: 0.4682, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5793, predictive_accuracy: 0.5792, prior_entropy: 1, recall: 0.5792, relative_absolute_error: 0.9365, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4944, root_relative_squared_error: 0.9889, scimark_benchmark: 1365.2352, usercpu_time_millis: 136.37, usercpu_time_millis_testing: 1.63, usercpu_time_millis_training: 134.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.5382, kappa: 0.0776, kb_relative_information_score: 40.8133, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.539, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9969, scimark_benchmark: 1369.8065, usercpu_time_millis: 39.36, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 38.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5985, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 71.7584, mean_absolute_error: 0.4756, 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: 0.9511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.9929, scimark_benchmark: 1360.0872, usercpu_time_millis: 210.96, usercpu_time_millis_testing: 1.09, usercpu_time_millis_training: 209.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.598, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 78.2627, mean_absolute_error: 0.4731, 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: 0.9463, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1376.9083, usercpu_time_millis: 36.38, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 36.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6162, f_measure: 0.5873, kappa: 0.1749, kb_relative_information_score: 94.9704, mean_absolute_error: 0.4671, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5876, predictive_accuracy: 0.5875, prior_entropy: 1, recall: 0.5875, relative_absolute_error: 0.9341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9896, scimark_benchmark: 1328.6296, usercpu_time_millis: 241.26, usercpu_time_millis_testing: 0.61, usercpu_time_millis_training: 240.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6125, f_measure: 0.5931, kappa: 0.1865, kb_relative_information_score: 110.4106, mean_absolute_error: 0.4601, 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: 0.9203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5011, root_relative_squared_error: 1.0022, scimark_benchmark: 1368.817, usercpu_time_millis: 22.89, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 22.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5717, f_measure: 0.5313, kappa: 0.0627, kb_relative_information_score: 45.8952, mean_absolute_error: 0.4844, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5314, predictive_accuracy: 0.5314, prior_entropy: 1, recall: 0.5314, relative_absolute_error: 0.9688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1353.2687, usercpu_time_millis: 34.06, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 33.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5818, f_measure: 0.559, kappa: 0.1188, kb_relative_information_score: 39.2115, mean_absolute_error: 0.4874, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5596, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9747, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9915, scimark_benchmark: 1359.6672, usercpu_time_millis: 75.28, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 74.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0159, 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: 1340.6213, usercpu_time_millis: 1.75, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 1.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6204, f_measure: 0.5912, kappa: 0.1832, kb_relative_information_score: 106.3807, mean_absolute_error: 0.4627, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.592, predictive_accuracy: 0.5916, prior_entropy: 1, recall: 0.5916, relative_absolute_error: 0.9253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9907, scimark_benchmark: 1381.0277, usercpu_time_millis: 68.33, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 68.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5098, f_measure: 0.5162, kappa: 0.033, kb_relative_information_score: 3.1472, mean_absolute_error: 0.4991, 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: 0.9981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.001, scimark_benchmark: 1366.2007, usercpu_time_millis: 22.45, usercpu_time_millis_testing: 0.47, usercpu_time_millis_training: 21.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.553, f_measure: 0.5342, kappa: 0.0693, kb_relative_information_score: 31.4613, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5348, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1365.8881, usercpu_time_millis: 52.31, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 51.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.5286, kappa: 0.0578, kb_relative_information_score: 33.6867, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5289, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1336.6884, usercpu_time_millis: 96.89, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 96.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0082, 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: 1371.4045, usercpu_time_millis: 1.61, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 1.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.518, f_measure: 0.5279, kappa: 0.0561, kb_relative_information_score: 4.2271, mean_absolute_error: 0.4988, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5281, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0007, scimark_benchmark: 1389.4212, usercpu_time_millis: 7.9, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 7.41,
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: 0.5238, f_measure: 0.5196, kappa: 0.0446, kb_relative_information_score: 9.8992, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5228, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1339.6465, usercpu_time_millis: 22.99, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 22.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5415, f_measure: 0.5206, kappa: 0.0413, kb_relative_information_score: 26.2322, mean_absolute_error: 0.491, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5206, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0001, scimark_benchmark: 1328.7577, usercpu_time_millis: 13.43, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 13.07,
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: 0.5814, f_measure: 0.5516, kappa: 0.104, kb_relative_information_score: 45.5416, mean_absolute_error: 0.485, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5522, predictive_accuracy: 0.552, prior_entropy: 1, recall: 0.552, relative_absolute_error: 0.97, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9914, scimark_benchmark: 1741.3203, usercpu_time_millis: 146.713, usercpu_time_millis_testing: 0.858, usercpu_time_millis_training: 145.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5784, f_measure: 0.5492, kappa: 0.099, kb_relative_information_score: 36.207, mean_absolute_error: 0.4884, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5497, predictive_accuracy: 0.5495, prior_entropy: 1, recall: 0.5495, relative_absolute_error: 0.9767, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9923, scimark_benchmark: 1744.1069, usercpu_time_millis: 114.362, usercpu_time_millis_testing: 0.656, usercpu_time_millis_training: 113.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5432, f_measure: 0.5198, kappa: 0.0413, kb_relative_information_score: 26.9817, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5208, predictive_accuracy: 0.5206, prior_entropy: 1, recall: 0.5206, relative_absolute_error: 0.9818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0007, scimark_benchmark: 1098.8374, usercpu_time_millis: 29.519, usercpu_time_millis_testing: 1.649, usercpu_time_millis_training: 27.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0088, 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: 1725.8175, usercpu_time_millis: 1.778, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 1.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4975, f_measure: 0.4498, kappa: -0.0017, kb_relative_information_score: -0.01, 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: 1728.5144, usercpu_time_millis: 1.409, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 1.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6047, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 92.9001, mean_absolute_error: 0.4673, 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: 0.9346, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0011, scimark_benchmark: 1724.4885, usercpu_time_millis: 477.269, usercpu_time_millis_testing: 1.529, usercpu_time_millis_training: 475.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6185, f_measure: 0.5773, kappa: 0.1551, kb_relative_information_score: 121.7209, mean_absolute_error: 0.4558, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5778, predictive_accuracy: 0.5776, prior_entropy: 1, recall: 0.5776, relative_absolute_error: 0.9116, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5023, root_relative_squared_error: 1.0045, scimark_benchmark: 2167.346, usercpu_time_millis: 393.849, usercpu_time_millis_testing: 0.947, usercpu_time_millis_training: 392.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5878, f_measure: 0.5709, kappa: 0.1419, kb_relative_information_score: 59.1754, mean_absolute_error: 0.48, 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: 0.9601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9945, scimark_benchmark: 1760.3516, usercpu_time_millis: 303.03, usercpu_time_millis_testing: 0.867, usercpu_time_millis_training: 302.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5889, f_measure: 0.5617, kappa: 0.1238, kb_relative_information_score: 60.8239, mean_absolute_error: 0.4793, 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: 0.9586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.9939, scimark_benchmark: 1735.8859, usercpu_time_millis: 238.375, usercpu_time_millis_testing: 0.668, usercpu_time_millis_training: 237.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 100.7449, mean_absolute_error: 0.4638, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5785, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9275, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5068, root_relative_squared_error: 1.0136, scimark_benchmark: 1901.1905, usercpu_time_millis: 222.677, usercpu_time_millis_testing: 0.65, usercpu_time_millis_training: 222.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5838, f_measure: 0.5561, kappa: 0.1122, kb_relative_information_score: 56.3487, mean_absolute_error: 0.4809, 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: 0.9617, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1743.9499, usercpu_time_millis: 196.081, usercpu_time_millis_testing: 0.831, usercpu_time_millis_training: 195.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5527, f_measure: 0.5288, kappa: 0.0611, kb_relative_information_score: 18.5217, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.531, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9955, scimark_benchmark: 1102.1162, usercpu_time_millis: 180.552, usercpu_time_millis_testing: 0.542, usercpu_time_millis_training: 180.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6169, f_measure: 0.5848, kappa: 0.17, kb_relative_information_score: 108.2167, mean_absolute_error: 0.4616, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5852, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9232, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4983, root_relative_squared_error: 0.9966, scimark_benchmark: 1749.4647, usercpu_time_millis: 91.119, usercpu_time_millis_testing: 0.469, usercpu_time_millis_training: 90.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6168, f_measure: 0.5899, kappa: 0.1799, kb_relative_information_score: 97.8544, mean_absolute_error: 0.466, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.59, predictive_accuracy: 0.5899, prior_entropy: 1, recall: 0.5899, relative_absolute_error: 0.9321, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4953, root_relative_squared_error: 0.9907, scimark_benchmark: 1748.66, usercpu_time_millis: 64.693, usercpu_time_millis_testing: 0.743, usercpu_time_millis_training: 63.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5835, f_measure: 0.5468, kappa: 0.0941, kb_relative_information_score: 54.5808, mean_absolute_error: 0.4816, 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: 0.9631, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.497, root_relative_squared_error: 0.994, scimark_benchmark: 1747.3461, usercpu_time_millis: 67.741, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 67.527,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.589, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 124.8206, mean_absolute_error: 0.4512, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5668, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9025, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5514, root_relative_squared_error: 1.1027, scimark_benchmark: 1752.841, usercpu_time_millis: 943.135, usercpu_time_millis_testing: 1.738, usercpu_time_millis_training: 941.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6147, f_measure: 0.5821, kappa: 0.165, kb_relative_information_score: 91.8688, mean_absolute_error: 0.4683, 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: 0.9366, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1750.0468, usercpu_time_millis: 421.758, usercpu_time_millis_testing: 1.268, usercpu_time_millis_training: 420.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5994, f_measure: 0.5675, kappa: 0.1353, kb_relative_information_score: 65.1004, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5677, predictive_accuracy: 0.5677, prior_entropy: 1, recall: 0.5677, relative_absolute_error: 0.9562, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9898, scimark_benchmark: 1748.2205, usercpu_time_millis: 111.386, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 110.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5778, f_measure: 0.5502, kappa: 0.1007, kb_relative_information_score: 48.6187, mean_absolute_error: 0.4837, 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: 0.9674, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9947, scimark_benchmark: 1746.7981, usercpu_time_millis: 97.647, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5729, f_measure: 0.5477, kappa: 0.0957, kb_relative_information_score: 41.6051, mean_absolute_error: 0.4862, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5479, predictive_accuracy: 0.5479, prior_entropy: 1, recall: 0.5479, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1752.9026, usercpu_time_millis: 82.558, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 82.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5281, f_measure: 0.5217, kappa: 0.0479, kb_relative_information_score: 11.2599, mean_absolute_error: 0.4965, 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: 0.993, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1750.4915, usercpu_time_millis: 84.214, usercpu_time_millis_testing: 0.505, usercpu_time_millis_training: 83.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, f_measure: 0.5725, kappa: 0.1452, kb_relative_information_score: 70.9081, mean_absolute_error: 0.476, 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: 0.9519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1738.4127, usercpu_time_millis: 74.564, usercpu_time_millis_testing: 1.096, usercpu_time_millis_training: 73.468,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5919, f_measure: 0.5612, kappa: 0.1238, kb_relative_information_score: 50.7434, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5623, predictive_accuracy: 0.5619, prior_entropy: 1, recall: 0.5619, relative_absolute_error: 0.9666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1751.0786, usercpu_time_millis: 76.452, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 76.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6035, f_measure: 0.5765, kappa: 0.1535, kb_relative_information_score: 72.806, mean_absolute_error: 0.4753, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5769, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.989, scimark_benchmark: 1750.4915, usercpu_time_millis: 62.213, usercpu_time_millis_testing: 0.552, usercpu_time_millis_training: 61.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, f_measure: 0.5569, kappa: 0.1139, kb_relative_information_score: 50.4383, mean_absolute_error: 0.4831, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5569, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9662, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1737.9504, usercpu_time_millis: 44.855, usercpu_time_millis_testing: 1.245, usercpu_time_millis_training: 43.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5904, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 63.241, mean_absolute_error: 0.4786, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5602, predictive_accuracy: 0.5602, prior_entropy: 1, recall: 0.5602, relative_absolute_error: 0.9571, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1749.9246, usercpu_time_millis: 49.306, usercpu_time_millis_testing: 1.077, usercpu_time_millis_training: 48.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5472, f_measure: 0.5337, kappa: 0.0693, kb_relative_information_score: 21.1737, mean_absolute_error: 0.4932, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.535, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1737.2195, usercpu_time_millis: 24.691, usercpu_time_millis_testing: 1.097, usercpu_time_millis_training: 23.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5976, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 74.8511, mean_absolute_error: 0.4742, 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: 0.9485, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1084.834, usercpu_time_millis: 22.565, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 22.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6112, f_measure: 0.5931, kappa: 0.1865, kb_relative_information_score: 92.2269, mean_absolute_error: 0.4681, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5933, predictive_accuracy: 0.5932, prior_entropy: 1, recall: 0.5932, relative_absolute_error: 0.9362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9945, scimark_benchmark: 1748.148, usercpu_time_millis: 27.317, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 27.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5533, f_measure: 0.5344, kappa: 0.0693, kb_relative_information_score: 31.4327, mean_absolute_error: 0.4894, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5347, predictive_accuracy: 0.5347, prior_entropy: 1, recall: 0.5347, relative_absolute_error: 0.9787, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1731.491, usercpu_time_millis: 22.864, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 22.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5181, f_measure: 0.5174, kappa: 0.038, kb_relative_information_score: 8.4974, mean_absolute_error: 0.4973, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5192, predictive_accuracy: 0.519, prior_entropy: 1, recall: 0.519, relative_absolute_error: 0.9947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 0.9999, scimark_benchmark: 1736.5985, usercpu_time_millis: 15.494, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 15.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5449, f_measure: 0.5199, kappa: 0.0446, kb_relative_information_score: 20.8112, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5227, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4984, root_relative_squared_error: 0.9968, scimark_benchmark: 1098.6538, usercpu_time_millis: 13.201, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 12.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4975, kappa: -0.005, kb_relative_information_score: -0.0205, 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: 1738.4127, usercpu_time_millis: 1.756, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 1.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.4799, kappa: 0.0017, kb_relative_information_score: -0.0101, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.501, predictive_accuracy: 0.5008, prior_entropy: 1, recall: 0.5008, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1088.7659, usercpu_time_millis: 1.773, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 1.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0244, 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: 1872.0299, usercpu_time_millis: 1.522, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 1.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5925, f_measure: 0.5726, kappa: 0.1452, kb_relative_information_score: 73.8129, mean_absolute_error: 0.4747, 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: 0.9494, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1758.594, usercpu_time_millis: 504.397, usercpu_time_millis_testing: 0.753, usercpu_time_millis_training: 503.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6143, f_measure: 0.5781, kappa: 0.1568, kb_relative_information_score: 123.0678, mean_absolute_error: 0.4546, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5786, predictive_accuracy: 0.5784, prior_entropy: 1, recall: 0.5784, relative_absolute_error: 0.9093, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5064, root_relative_squared_error: 1.0127, scimark_benchmark: 1900.6598, usercpu_time_millis: 435.472, usercpu_time_millis_testing: 1.236, usercpu_time_millis_training: 434.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5538, f_measure: 0.5305, kappa: 0.0611, kb_relative_information_score: 35.2909, mean_absolute_error: 0.4879, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5305, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.9758, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 2164.0606, usercpu_time_millis: 94.664, usercpu_time_millis_testing: 0.48, usercpu_time_millis_training: 94.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6025, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 70.6234, mean_absolute_error: 0.4762, 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: 0.9523, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9895, scimark_benchmark: 1780.1143, usercpu_time_millis: 65.327, usercpu_time_millis_testing: 0.684, usercpu_time_millis_training: 64.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5504, f_measure: 0.5342, kappa: 0.0726, kb_relative_information_score: 22.9289, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.537, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.9853, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.995, scimark_benchmark: 1775.8266, usercpu_time_millis: 157.2, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 156.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6086, f_measure: 0.5841, kappa: 0.1683, kb_relative_information_score: 88.9895, mean_absolute_error: 0.4693, 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: 0.9387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1763.1102, usercpu_time_millis: 71.259, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 70.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.5279, kappa: 0.0561, kb_relative_information_score: 37.0169, mean_absolute_error: 0.4874, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5281, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9749, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1786.0609, usercpu_time_millis: 70.713, usercpu_time_millis_testing: 0.881, usercpu_time_millis_training: 69.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5632, f_measure: 0.532, kappa: 0.0644, kb_relative_information_score: 39.6667, mean_absolute_error: 0.4865, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5322, predictive_accuracy: 0.5322, prior_entropy: 1, recall: 0.5322, relative_absolute_error: 0.973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1749.2423, usercpu_time_millis: 50.279, usercpu_time_millis_testing: 0.518, usercpu_time_millis_training: 49.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5206, f_measure: 0.5274, kappa: 0.0578, kb_relative_information_score: 7.5828, mean_absolute_error: 0.4977, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5292, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, 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: 1759.4413, usercpu_time_millis: 6.522, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 6.263,

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