OpenML
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: 0.523, f_measure: 0.5228, kappa: 0.0495, kb_relative_information_score: 9.0916, mean_absolute_error: 0.4972, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5252, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9944, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1121.6444, usercpu_time_millis: 16.398, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 15.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5192, f_measure: 0.526, kappa: 0.0528, kb_relative_information_score: 4.9276, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5265, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1799.8405, usercpu_time_millis: 15.501, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 15.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5865, f_measure: 0.5619, kappa: 0.1238, kb_relative_information_score: 70.71, mean_absolute_error: 0.4753, 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: 0.9506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5016, root_relative_squared_error: 1.0032, scimark_benchmark: 1035.7109, usercpu_time_millis: 5.828, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 5.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0099, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4966, 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: 1854.9377, usercpu_time_millis: 0.688, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 0.538,
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: 0.4964, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0156, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.498, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1789.7272, usercpu_time_millis: 2.09, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 1.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5571, f_measure: 0.5413, kappa: 0.0825, kb_relative_information_score: 36.474, mean_absolute_error: 0.4878, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5413, predictive_accuracy: 0.5413, prior_entropy: 1, recall: 0.5413, relative_absolute_error: 0.9756, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5036, root_relative_squared_error: 1.0072, scimark_benchmark: 1815.9772, usercpu_time_millis: 2.857, usercpu_time_millis_testing: 0.203, usercpu_time_millis_training: 2.654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0149, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1818.3204, usercpu_time_millis: 0.559, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.0107, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1902.9847, usercpu_time_millis: 0.631, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6188, f_measure: 0.5839, kappa: 0.1683, kb_relative_information_score: 94.6211, mean_absolute_error: 0.4674, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5844, predictive_accuracy: 0.5842, prior_entropy: 1, recall: 0.5842, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4936, root_relative_squared_error: 0.9871, scimark_benchmark: 1784.1207, usercpu_time_millis: 287.733, usercpu_time_millis_testing: 1.49, usercpu_time_millis_training: 286.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.5733, kappa: 0.1469, kb_relative_information_score: 92.1716, mean_absolute_error: 0.4679, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5735, predictive_accuracy: 0.5734, prior_entropy: 1, recall: 0.5734, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1740.3073, usercpu_time_millis: 203.901, usercpu_time_millis_testing: 1.11, usercpu_time_millis_training: 202.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6052, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 74.1011, mean_absolute_error: 0.4749, 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: 0.9497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887, scimark_benchmark: 1778.9826, usercpu_time_millis: 100.081, usercpu_time_millis_testing: 0.962, usercpu_time_millis_training: 99.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.5285, kappa: 0.0611, kb_relative_information_score: 17.5688, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5311, predictive_accuracy: 0.5305, prior_entropy: 1, recall: 0.5305, relative_absolute_error: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1751.525, usercpu_time_millis: 72.978, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 72.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, f_measure: 0.5553, kappa: 0.1106, kb_relative_information_score: 57.9599, mean_absolute_error: 0.4806, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5553, predictive_accuracy: 0.5553, prior_entropy: 1, recall: 0.5553, relative_absolute_error: 0.9612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9942, scimark_benchmark: 1774.6767, usercpu_time_millis: 56.823, usercpu_time_millis_testing: 1.309, usercpu_time_millis_training: 55.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6274, f_measure: 0.5881, kappa: 0.1766, kb_relative_information_score: 122.5339, mean_absolute_error: 0.4562, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5885, predictive_accuracy: 0.5883, prior_entropy: 1, recall: 0.5883, relative_absolute_error: 0.9125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9925, scimark_benchmark: 1746.834, usercpu_time_millis: 51.711, usercpu_time_millis_testing: 0.675, usercpu_time_millis_training: 51.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6052, f_measure: 0.5691, kappa: 0.1386, kb_relative_information_score: 79.2431, mean_absolute_error: 0.4729, 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: 0.9458, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9918, scimark_benchmark: 1756.3309, usercpu_time_millis: 35.892, usercpu_time_millis_testing: 0.852, usercpu_time_millis_training: 35.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5849, f_measure: 0.5577, kappa: 0.1155, kb_relative_information_score: 58.8877, mean_absolute_error: 0.48, 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: 0.9599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1974.8821, usercpu_time_millis: 39.352, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 39.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5264, f_measure: 0.5175, kappa: 0.0396, kb_relative_information_score: 11.8609, mean_absolute_error: 0.4963, 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: 0.9925, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9983, scimark_benchmark: 1817.6321, usercpu_time_millis: 27.522, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 27.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6012, f_measure: 0.5825, kappa: 0.165, kb_relative_information_score: 76.4459, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5825, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4973, root_relative_squared_error: 0.9946, scimark_benchmark: 1782.0083, usercpu_time_millis: 19.685, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 19.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5986, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 79.4398, mean_absolute_error: 0.4727, 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: 0.9453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9991, scimark_benchmark: 1821.6726, usercpu_time_millis: 16.062, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 15.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5417, f_measure: 0.5256, kappa: 0.0561, kb_relative_information_score: 16.1496, mean_absolute_error: 0.4949, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5287, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9898, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9974, scimark_benchmark: 1711.335, usercpu_time_millis: 16.539, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 16.427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5175, f_measure: 0.5234, kappa: 0.0479, kb_relative_information_score: 4.7579, mean_absolute_error: 0.4986, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.524, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0004, scimark_benchmark: 1775.2999, usercpu_time_millis: 15.271, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 14.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5575, f_measure: 0.5362, kappa: 0.0726, kb_relative_information_score: 35.7658, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5364, predictive_accuracy: 0.5363, prior_entropy: 1, recall: 0.5363, relative_absolute_error: 0.976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0036, scimark_benchmark: 1962.6397, usercpu_time_millis: 16.099, usercpu_time_millis_testing: 0.835, usercpu_time_millis_training: 15.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5219, f_measure: 0.5052, kappa: 0.0132, kb_relative_information_score: 10.0679, mean_absolute_error: 0.4968, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5067, predictive_accuracy: 0.5066, prior_entropy: 1, recall: 0.5066, relative_absolute_error: 0.9935, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1755.7316, usercpu_time_millis: 6.357, usercpu_time_millis_testing: 0.118, usercpu_time_millis_training: 6.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5163, f_measure: 0.5272, kappa: 0.0545, kb_relative_information_score: 3.5314, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5272, predictive_accuracy: 0.5272, prior_entropy: 1, recall: 0.5272, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.0009, scimark_benchmark: 1773.1353, usercpu_time_millis: 1.474, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 1.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.0005, 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: 1776.69, usercpu_time_millis: 0.891, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5393, f_measure: 0.5235, kappa: 0.0479, kb_relative_information_score: 22.248, mean_absolute_error: 0.4926, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.524, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5004, root_relative_squared_error: 1.0008, scimark_benchmark: 1723.6665, usercpu_time_millis: 1.653, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 1.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.538, f_measure: 0.5132, kappa: 0.0281, kb_relative_information_score: 23.7138, mean_absolute_error: 0.492, 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: 0.9839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1974.8821, usercpu_time_millis: 5.249, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 5.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4934, kappa: -0.0033, kb_relative_information_score: -0.0075, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4983, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1778.0974, usercpu_time_millis: 1.23, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 1.026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0203, 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: 2147.1714, usercpu_time_millis: 1.431, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 1.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5962, f_measure: 0.571, kappa: 0.1419, kb_relative_information_score: 70.4893, mean_absolute_error: 0.4762, 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: 0.9523, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1747.7654, usercpu_time_millis: 315.796, usercpu_time_millis_testing: 0.647, usercpu_time_millis_training: 315.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 65.5775, mean_absolute_error: 0.4777, 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: 0.9553, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4969, root_relative_squared_error: 0.9938, scimark_benchmark: 1774.7889, usercpu_time_millis: 212.191, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 211.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5678, f_measure: 0.5444, kappa: 0.0908, kb_relative_information_score: 31.9381, mean_absolute_error: 0.4897, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5458, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9793, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4962, root_relative_squared_error: 0.9925, scimark_benchmark: 1791.568, usercpu_time_millis: 192.623, usercpu_time_millis_testing: 0.655, usercpu_time_millis_training: 191.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5513, f_measure: 0.5353, kappa: 0.0743, kb_relative_information_score: 23.9343, mean_absolute_error: 0.4923, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5377, predictive_accuracy: 0.5371, prior_entropy: 1, recall: 0.5371, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1790.5073, usercpu_time_millis: 123.627, usercpu_time_millis_testing: 0.653, usercpu_time_millis_training: 122.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5518, f_measure: 0.5209, kappa: 0.0446, kb_relative_information_score: 28.1339, mean_absolute_error: 0.4906, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5225, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.997, scimark_benchmark: 1765.3336, usercpu_time_millis: 41.623, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 41.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5617, f_measure: 0.5523, kappa: 0.1056, kb_relative_information_score: 26.2704, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.553, predictive_accuracy: 0.5528, prior_entropy: 1, recall: 0.5528, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9962, scimark_benchmark: 1743.4568, usercpu_time_millis: 5.612, usercpu_time_millis_testing: 0.131, usercpu_time_millis_training: 5.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0073, 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: 1747.7038, usercpu_time_millis: 2.233, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.841,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6092, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 80.239, mean_absolute_error: 0.4726, 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: 0.9453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9887, scimark_benchmark: 1741.9455, usercpu_time_millis: 50.187, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 49.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6268, f_measure: 0.6031, kappa: 0.2063, kb_relative_information_score: 115.9251, mean_absolute_error: 0.4593, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.6032, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, relative_absolute_error: 0.9186, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892, scimark_benchmark: 1752.3811, usercpu_time_millis: 33.67, usercpu_time_millis_testing: 0.696, usercpu_time_millis_training: 32.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5706, f_measure: 0.5321, kappa: 0.0644, kb_relative_information_score: 45.5469, mean_absolute_error: 0.4845, 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: 0.969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1707.3421, usercpu_time_millis: 16.758, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 16.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.52, f_measure: 0.5081, kappa: 0.0231, kb_relative_information_score: 9.0979, mean_absolute_error: 0.4971, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5119, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 0.9999, scimark_benchmark: 1750.4915, usercpu_time_millis: 2.694, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 2.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5767, f_measure: 0.5651, kappa: 0.1337, kb_relative_information_score: 87.2832, mean_absolute_error: 0.4673, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5679, predictive_accuracy: 0.5668, prior_entropy: 1, recall: 0.5668, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5265, root_relative_squared_error: 1.053, scimark_benchmark: 1726.3103, usercpu_time_millis: 1.223, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6083, f_measure: 0.5724, kappa: 0.1452, kb_relative_information_score: 116.1353, mean_absolute_error: 0.4572, 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: 0.9144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5078, root_relative_squared_error: 1.0157, scimark_benchmark: 1756.2894, usercpu_time_millis: 231.989, usercpu_time_millis_testing: 0.628, usercpu_time_millis_training: 231.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, f_measure: 0.5453, kappa: 0.0908, kb_relative_information_score: 51.6846, mean_absolute_error: 0.4824, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5454, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9952, scimark_benchmark: 1723.6046, usercpu_time_millis: 200.041, usercpu_time_millis_testing: 0.68, usercpu_time_millis_training: 199.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5933, f_measure: 0.5635, kappa: 0.1271, kb_relative_information_score: 64.948, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5636, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9929, scimark_benchmark: 1913.6852, usercpu_time_millis: 177.809, usercpu_time_millis_testing: 0.662, usercpu_time_millis_training: 177.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5805, f_measure: 0.5591, kappa: 0.1188, kb_relative_information_score: 37.338, mean_absolute_error: 0.488, 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: 0.976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4957, root_relative_squared_error: 0.9915, scimark_benchmark: 1746.0782, usercpu_time_millis: 96.244, usercpu_time_millis_testing: 0.547, usercpu_time_millis_training: 95.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.5315, kappa: 0.0677, kb_relative_information_score: 15.3927, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5345, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4985, root_relative_squared_error: 0.9971, scimark_benchmark: 1080.6619, usercpu_time_millis: 88.351, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 87.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5882, f_measure: 0.5602, kappa: 0.1205, kb_relative_information_score: 60.8795, mean_absolute_error: 0.4794, 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: 0.9588, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9957, scimark_benchmark: 1740.5175, usercpu_time_millis: 65.992, usercpu_time_millis_testing: 0.671, usercpu_time_millis_training: 65.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5935, f_measure: 0.5685, kappa: 0.137, kb_relative_information_score: 66.2899, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5685, predictive_accuracy: 0.5685, prior_entropy: 1, recall: 0.5685, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1734.6748, usercpu_time_millis: 49.703, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 49.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6, f_measure: 0.5767, kappa: 0.1535, kb_relative_information_score: 72.7131, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5768, predictive_accuracy: 0.5767, prior_entropy: 1, recall: 0.5767, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9922, scimark_benchmark: 1748.8645, usercpu_time_millis: 32.145, usercpu_time_millis_testing: 0.317, usercpu_time_millis_training: 31.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5182, f_measure: 0.5155, kappa: 0.0314, kb_relative_information_score: 4.8661, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5157, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9971, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0005, scimark_benchmark: 1918.2099, usercpu_time_millis: 18.768, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 18.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.579, f_measure: 0.5477, kappa: 0.0957, kb_relative_information_score: 50.6446, mean_absolute_error: 0.4829, 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: 0.9657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4971, root_relative_squared_error: 0.9941, scimark_benchmark: 1742.8369, usercpu_time_millis: 319.569, usercpu_time_millis_testing: 1.036, usercpu_time_millis_training: 318.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.5757, kappa: 0.1518, kb_relative_information_score: 81.7591, mean_absolute_error: 0.4718, 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: 0.9437, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1730.1903, usercpu_time_millis: 298.657, usercpu_time_millis_testing: 0.957, usercpu_time_millis_training: 297.7,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5607, f_measure: 0.537, kappa: 0.0776, kb_relative_information_score: 21.5215, mean_absolute_error: 0.4933, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5394, predictive_accuracy: 0.5388, prior_entropy: 1, recall: 0.5388, relative_absolute_error: 0.9866, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9944, scimark_benchmark: 1763.8269, usercpu_time_millis: 192.165, usercpu_time_millis_testing: 0.53, usercpu_time_millis_training: 191.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6078, f_measure: 0.5824, kappa: 0.165, kb_relative_information_score: 81.4637, mean_absolute_error: 0.4721, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5826, predictive_accuracy: 0.5825, prior_entropy: 1, recall: 0.5825, relative_absolute_error: 0.9442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9904, scimark_benchmark: 1771.1186, usercpu_time_millis: 178.066, usercpu_time_millis_testing: 1.448, usercpu_time_millis_training: 176.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.5756, kappa: 0.1518, kb_relative_information_score: 79.4454, mean_absolute_error: 0.4728, 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: 0.9457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.495, root_relative_squared_error: 0.99, scimark_benchmark: 1720.0954, usercpu_time_millis: 181.243, usercpu_time_millis_testing: 1.508, usercpu_time_millis_training: 179.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5539, f_measure: 0.5338, kappa: 0.071, kb_relative_information_score: 24.7098, mean_absolute_error: 0.492, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.536, predictive_accuracy: 0.5355, prior_entropy: 1, recall: 0.5355, relative_absolute_error: 0.984, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4972, root_relative_squared_error: 0.9945, scimark_benchmark: 1766.1048, usercpu_time_millis: 78.642, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 78.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5532, f_measure: 0.5244, kappa: 0.0495, kb_relative_information_score: 33.501, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1730.591, usercpu_time_millis: 72.839, usercpu_time_millis_testing: 0.603, usercpu_time_millis_training: 72.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5418, f_measure: 0.5241, kappa: 0.0512, kb_relative_information_score: 24.2141, mean_absolute_error: 0.4919, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5259, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1722.9402, usercpu_time_millis: 44.748, usercpu_time_millis_testing: 0.547, usercpu_time_millis_training: 44.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5645, f_measure: 0.5338, kappa: 0.0677, kb_relative_information_score: 41.3081, mean_absolute_error: 0.4859, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5338, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9963, scimark_benchmark: 1753.9506, usercpu_time_millis: 24.286, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 24.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5732, f_measure: 0.5627, kappa: 0.1254, kb_relative_information_score: 50.5686, mean_absolute_error: 0.483, 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: 0.966, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0039, scimark_benchmark: 2089.3791, usercpu_time_millis: 25.384, usercpu_time_millis_testing: 1.237, usercpu_time_millis_training: 24.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, f_measure: 0.516, kappa: 0.033, kb_relative_information_score: 26.0491, mean_absolute_error: 0.4912, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5166, predictive_accuracy: 0.5165, prior_entropy: 1, recall: 0.5165, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9998, scimark_benchmark: 1725.3223, usercpu_time_millis: 25.076, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 24.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5514, f_measure: 0.5247, kappa: 0.0495, kb_relative_information_score: 33.3003, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4994, root_relative_squared_error: 0.9988, scimark_benchmark: 1719.5862, usercpu_time_millis: 20.622, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 20.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5663, f_measure: 0.531, kappa: 0.0627, kb_relative_information_score: 39.2504, mean_absolute_error: 0.4869, 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: 0.9737, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9951, scimark_benchmark: 1743.069, usercpu_time_millis: 18.007, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 17.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.5135, kappa: 0.0314, kb_relative_information_score: 12.9283, mean_absolute_error: 0.4959, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.516, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9919, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1736.6684, usercpu_time_millis: 7.162, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 7.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, f_measure: 0.5445, kappa: 0.0891, kb_relative_information_score: 48.6236, mean_absolute_error: 0.4835, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5446, predictive_accuracy: 0.5446, prior_entropy: 1, recall: 0.5446, relative_absolute_error: 0.967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4987, root_relative_squared_error: 0.9973, scimark_benchmark: 1721.8061, usercpu_time_millis: 6.015, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 5.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4977, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0091, 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: 1699.9083, usercpu_time_millis: 1.321, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 1.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.4941, kappa: -0.0017, kb_relative_information_score: -0.001, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4991, predictive_accuracy: 0.4992, prior_entropy: 1, recall: 0.4992, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1738.4594, usercpu_time_millis: 0.559, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.469,

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