OpenML
Supervised Classification on hill-valley

Supervised Classification on hill-valley

Task 9970 Supervised Classification hill-valley 88527 runs submitted
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  • OpenML100 study_107 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.4925, kappa: -0.005, kb_relative_information_score: -0.0079, 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: 1284.7406, usercpu_time_millis: 10.654, usercpu_time_millis_testing: 1.388, usercpu_time_millis_training: 9.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5851, f_measure: 0.5594, kappa: 0.1188, kb_relative_information_score: 59.4256, mean_absolute_error: 0.4799, 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: 0.9599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1286.2791, usercpu_time_millis: 171.687, usercpu_time_millis_testing: 5.462, usercpu_time_millis_training: 166.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4775, kappa: -0.0033, kb_relative_information_score: -0.0053, 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: 1264.6154, usercpu_time_millis: 7.042, usercpu_time_millis_testing: 0.941, usercpu_time_millis_training: 6.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5214, f_measure: 0.5054, kappa: 0.0149, kb_relative_information_score: 16.0816, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5075, predictive_accuracy: 0.5074, prior_entropy: 1, recall: 0.5074, relative_absolute_error: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5018, root_relative_squared_error: 1.0036, scimark_benchmark: 1274.4695, usercpu_time_millis: 29.042, usercpu_time_millis_testing: 1.964, usercpu_time_millis_training: 27.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, f_measure: 0.5611, kappa: 0.1221, kb_relative_information_score: 52.604, mean_absolute_error: 0.4821, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5611, predictive_accuracy: 0.5611, prior_entropy: 1, recall: 0.5611, relative_absolute_error: 0.9643, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5035, root_relative_squared_error: 1.007, scimark_benchmark: 1257.9046, usercpu_time_millis: 2.701, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 2.435,
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: 0.5531, f_measure: 0.5322, kappa: 0.0644, kb_relative_information_score: 34.3625, mean_absolute_error: 0.4885, 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: 0.9769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5041, root_relative_squared_error: 1.0083, scimark_benchmark: 1282.5547, usercpu_time_millis: 81.483, usercpu_time_millis_testing: 5.333, usercpu_time_millis_training: 76.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4979, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0178, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1246.2234, usercpu_time_millis: 5.573, usercpu_time_millis_testing: 0.598, usercpu_time_millis_training: 4.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5415, f_measure: 0.5247, kappa: 0.0528, kb_relative_information_score: 18.1094, mean_absolute_error: 0.4942, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5268, predictive_accuracy: 0.5264, prior_entropy: 1, recall: 0.5264, relative_absolute_error: 0.9884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9977, scimark_benchmark: 1278.7754, usercpu_time_millis: 80.924, usercpu_time_millis_testing: 2.486, usercpu_time_millis_training: 78.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6102, f_measure: 0.5807, kappa: 0.1617, kb_relative_information_score: 103.5166, mean_absolute_error: 0.4631, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5809, predictive_accuracy: 0.5809, prior_entropy: 1, recall: 0.5809, relative_absolute_error: 0.9262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0015, scimark_benchmark: 1278.9166, usercpu_time_millis: 482.344, usercpu_time_millis_testing: 5.388, usercpu_time_millis_training: 476.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5618, f_measure: 0.5336, kappa: 0.0677, kb_relative_information_score: 38.4226, mean_absolute_error: 0.4871, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5339, predictive_accuracy: 0.5338, prior_entropy: 1, recall: 0.5338, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4997, root_relative_squared_error: 0.9993, scimark_benchmark: 1258.7376, usercpu_time_millis: 88.471, usercpu_time_millis_testing: 3.509, usercpu_time_millis_training: 84.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, f_measure: 0.5724, kappa: 0.1452, kb_relative_information_score: 72.4061, mean_absolute_error: 0.4753, 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: 0.9505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1285.1756, usercpu_time_millis: 256.799, usercpu_time_millis_testing: 3.477, usercpu_time_millis_training: 253.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, f_measure: 0.5907, kappa: 0.1815, kb_relative_information_score: 88.7401, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5908, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4943, root_relative_squared_error: 0.9886, scimark_benchmark: 1273.0151, usercpu_time_millis: 424.407, usercpu_time_millis_testing: 6.468, usercpu_time_millis_training: 417.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.497, f_measure: 0.4932, kappa: -0.0033, kb_relative_information_score: -0.0168, 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: 1279.7645, usercpu_time_millis: 3.287, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 2.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5692, f_measure: 0.5478, kappa: 0.0957, kb_relative_information_score: 41.248, mean_absolute_error: 0.4863, 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: 0.9725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4991, root_relative_squared_error: 0.9981, scimark_benchmark: 1280.9984, usercpu_time_millis: 55.777, usercpu_time_millis_testing: 3.256, usercpu_time_millis_training: 52.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6115, f_measure: 0.5849, kappa: 0.17, kb_relative_information_score: 90.0075, mean_absolute_error: 0.4689, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.585, predictive_accuracy: 0.585, prior_entropy: 1, recall: 0.585, relative_absolute_error: 0.9378, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1248.6162, usercpu_time_millis: 185.547, usercpu_time_millis_testing: 3.677, usercpu_time_millis_training: 181.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.5693, kappa: 0.1386, kb_relative_information_score: 65.8185, mean_absolute_error: 0.4778, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5693, predictive_accuracy: 0.5693, prior_entropy: 1, recall: 0.5693, relative_absolute_error: 0.9556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4955, root_relative_squared_error: 0.991, scimark_benchmark: 1277.9631, usercpu_time_millis: 128.272, usercpu_time_millis_testing: 3.037, usercpu_time_millis_training: 125.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5972, f_measure: 0.5742, kappa: 0.1485, kb_relative_information_score: 66.9673, mean_absolute_error: 0.4774, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5743, predictive_accuracy: 0.5743, prior_entropy: 1, recall: 0.5743, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4958, root_relative_squared_error: 0.9915, scimark_benchmark: 1293.024, usercpu_time_millis: 375.585, usercpu_time_millis_testing: 7.302, usercpu_time_millis_training: 368.283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5555, f_measure: 0.5249, kappa: 0.0512, kb_relative_information_score: 33.9087, mean_absolute_error: 0.4886, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5257, predictive_accuracy: 0.5256, prior_entropy: 1, recall: 0.5256, relative_absolute_error: 0.9771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9996, scimark_benchmark: 1282.3277, usercpu_time_millis: 83.586, usercpu_time_millis_testing: 2.344, usercpu_time_millis_training: 81.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5871, f_measure: 0.5659, kappa: 0.132, kb_relative_information_score: 55.8799, mean_absolute_error: 0.4813, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.566, predictive_accuracy: 0.566, prior_entropy: 1, recall: 0.566, relative_absolute_error: 0.9627, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9936, scimark_benchmark: 1277.8926, usercpu_time_millis: 12.984, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 12.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5529, f_measure: 0.5263, kappa: 0.0561, kb_relative_information_score: 22.1265, mean_absolute_error: 0.4929, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5285, predictive_accuracy: 0.5281, prior_entropy: 1, recall: 0.5281, relative_absolute_error: 0.9859, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9955, scimark_benchmark: 1276.1494, usercpu_time_millis: 232.639, usercpu_time_millis_testing: 3.305, usercpu_time_millis_training: 229.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5239, f_measure: 0.5241, kappa: 0.0512, kb_relative_information_score: 8.9359, mean_absolute_error: 0.4973, 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: 0.9945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 1259.9166, usercpu_time_millis: 49.027, usercpu_time_millis_testing: 1.799, usercpu_time_millis_training: 47.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.4984, kappa: -0.0033, kb_relative_information_score: -0.0115, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.4984, predictive_accuracy: 0.4984, prior_entropy: 1, recall: 0.4984, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1254.9969, usercpu_time_millis: 1.846, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 1.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4958, kappa: 0.0017, kb_relative_information_score: -0.0026, 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: 1262.433, usercpu_time_millis: 10.936, usercpu_time_millis_testing: 1.325, usercpu_time_millis_training: 9.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5849, f_measure: 0.5759, kappa: 0.1518, kb_relative_information_score: 67.9822, mean_absolute_error: 0.4767, 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: 0.9534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0053, scimark_benchmark: 1239.7858, usercpu_time_millis: 9.847, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 9.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, f_measure: 0.4967, kappa: -0.0066, kb_relative_information_score: -0.0122, 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: 1254.6964, usercpu_time_millis: 5.798, usercpu_time_millis_testing: 1.22, usercpu_time_millis_training: 4.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5925, f_measure: 0.5635, kappa: 0.1271, kb_relative_information_score: 60.3754, mean_absolute_error: 0.4797, 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: 0.9595, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9921, scimark_benchmark: 1261.1494, usercpu_time_millis: 220.436, usercpu_time_millis_testing: 2.754, usercpu_time_millis_training: 217.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5711, f_measure: 0.5393, kappa: 0.0792, kb_relative_information_score: 45.0865, mean_absolute_error: 0.4848, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5397, predictive_accuracy: 0.5396, prior_entropy: 1, recall: 0.5396, relative_absolute_error: 0.9695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1246.8106, usercpu_time_millis: 330.079, usercpu_time_millis_testing: 4.969, usercpu_time_millis_training: 325.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6024, f_measure: 0.5751, kappa: 0.1502, kb_relative_information_score: 79.2565, mean_absolute_error: 0.4729, 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: 0.9459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4975, root_relative_squared_error: 0.9949, scimark_benchmark: 1275.6707, usercpu_time_millis: 302.877, usercpu_time_millis_testing: 5.934, usercpu_time_millis_training: 296.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.544, f_measure: 0.5204, kappa: 0.0446, kb_relative_information_score: 22.7031, mean_absolute_error: 0.4925, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5226, predictive_accuracy: 0.5223, prior_entropy: 1, recall: 0.5223, relative_absolute_error: 0.9851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4988, root_relative_squared_error: 0.9976, scimark_benchmark: 1260.157, usercpu_time_millis: 153.001, usercpu_time_millis_testing: 3.983, usercpu_time_millis_training: 149.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6155, f_measure: 0.5899, kappa: 0.1799, kb_relative_information_score: 95.9622, mean_absolute_error: 0.4667, 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: 0.9334, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4949, root_relative_squared_error: 0.9897, scimark_benchmark: 1267.1208, usercpu_time_millis: 338.54, usercpu_time_millis_testing: 5.457, usercpu_time_millis_training: 333.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.565, f_measure: 0.5553, kappa: 0.1106, kb_relative_information_score: 44.6769, mean_absolute_error: 0.485, 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: 0.97, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.504, root_relative_squared_error: 1.008, scimark_benchmark: 1278.5124, usercpu_time_millis: 149.112, usercpu_time_millis_testing: 10.193, usercpu_time_millis_training: 138.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.5774, kappa: 0.1551, kb_relative_information_score: 84.3724, mean_absolute_error: 0.4712, 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: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4948, root_relative_squared_error: 0.9897, scimark_benchmark: 1248.6247, usercpu_time_millis: 496.981, usercpu_time_millis_testing: 8.337, usercpu_time_millis_training: 488.644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5198, f_measure: 0.4963, kappa: -0.005, kb_relative_information_score: 15.7602, mean_absolute_error: 0.4945, 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: 0.989, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5037, root_relative_squared_error: 1.0073, scimark_benchmark: 1277.9762, usercpu_time_millis: 28.741, usercpu_time_millis_testing: 2.109, usercpu_time_millis_training: 26.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6163, f_measure: 0.5899, kappa: 0.1799, kb_relative_information_score: 91.0935, mean_absolute_error: 0.4687, 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: 0.9374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9881, scimark_benchmark: 1257.3393, usercpu_time_millis: 131.229, usercpu_time_millis_testing: 2.328, usercpu_time_millis_training: 128.901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5662, f_measure: 0.5409, kappa: 0.0825, kb_relative_information_score: 36.224, mean_absolute_error: 0.4881, 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: 0.9761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4976, root_relative_squared_error: 0.9951, scimark_benchmark: 1252.6685, usercpu_time_millis: 202.996, usercpu_time_millis_testing: 4.962, usercpu_time_millis_training: 198.034,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5734, f_measure: 0.5461, kappa: 0.0924, kb_relative_information_score: 47.738, mean_absolute_error: 0.4839, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5463, predictive_accuracy: 0.5462, prior_entropy: 1, recall: 0.5462, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9987, scimark_benchmark: 1277.8692, usercpu_time_millis: 188.499, usercpu_time_millis_testing: 3.786, usercpu_time_millis_training: 184.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, f_measure: 0.5085, kappa: 0.0198, kb_relative_information_score: 7.6545, mean_absolute_error: 0.4976, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.51, predictive_accuracy: 0.5099, prior_entropy: 1, recall: 0.5099, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9997, scimark_benchmark: 1245.2034, usercpu_time_millis: 5.177, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 4.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6077, f_measure: 0.575, kappa: 0.1502, kb_relative_information_score: 81.5686, mean_absolute_error: 0.4722, 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: 0.9443, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9912, scimark_benchmark: 1277.5057, usercpu_time_millis: 400.133, usercpu_time_millis_testing: 8.172, usercpu_time_millis_training: 391.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5402, f_measure: 0.5147, kappa: 0.0314, kb_relative_information_score: 25.4713, mean_absolute_error: 0.4913, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5158, predictive_accuracy: 0.5157, prior_entropy: 1, recall: 0.5157, relative_absolute_error: 0.9827, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.0029, scimark_benchmark: 1275.3553, usercpu_time_millis: 80.899, usercpu_time_millis_testing: 4.337, usercpu_time_millis_training: 76.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5689, f_measure: 0.552, kappa: 0.104, kb_relative_information_score: 44.8165, mean_absolute_error: 0.485, 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: 0.97, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.0028, scimark_benchmark: 1267.2136, usercpu_time_millis: 126.85, usercpu_time_millis_testing: 7.331, usercpu_time_millis_training: 119.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5918, f_measure: 0.5635, kappa: 0.1271, kb_relative_information_score: 66.243, mean_absolute_error: 0.4775, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5635, predictive_accuracy: 0.5635, prior_entropy: 1, recall: 0.5635, relative_absolute_error: 0.9549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9961, scimark_benchmark: 1252.069, usercpu_time_millis: 469.114, usercpu_time_millis_testing: 6.477, usercpu_time_millis_training: 462.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.4915, kappa: -0.0066, kb_relative_information_score: -0.0246, 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: 1248.964, usercpu_time_millis: 6.411, usercpu_time_millis_testing: 1.022, usercpu_time_millis_training: 5.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6093, f_measure: 0.58, kappa: 0.1601, kb_relative_information_score: 94.6374, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.58, predictive_accuracy: 0.58, prior_entropy: 1, recall: 0.58, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4978, root_relative_squared_error: 0.9956, scimark_benchmark: 1241.307, usercpu_time_millis: 516.649, usercpu_time_millis_testing: 5.408, usercpu_time_millis_training: 511.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5476, f_measure: 0.5223, kappa: 0.0479, kb_relative_information_score: 23.9312, mean_absolute_error: 0.4922, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5243, predictive_accuracy: 0.5239, prior_entropy: 1, recall: 0.5239, relative_absolute_error: 0.9843, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9972, scimark_benchmark: 1270.6047, usercpu_time_millis: 155.813, usercpu_time_millis_testing: 3.255, usercpu_time_millis_training: 152.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5975, f_measure: 0.5783, kappa: 0.1568, kb_relative_information_score: 64.5164, mean_absolute_error: 0.4783, 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: 0.9566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4952, root_relative_squared_error: 0.9904, scimark_benchmark: 1234.5545, usercpu_time_millis: 219.848, usercpu_time_millis_testing: 3.525, usercpu_time_millis_training: 216.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5985, f_measure: 0.5734, kappa: 0.1469, kb_relative_information_score: 70.2146, mean_absolute_error: 0.4763, 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: 0.9526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4968, root_relative_squared_error: 0.9935, scimark_benchmark: 1276.6349, usercpu_time_millis: 72.591, usercpu_time_millis_testing: 1.857, usercpu_time_millis_training: 70.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5531, f_measure: 0.5424, kappa: 0.0858, kb_relative_information_score: 30.2006, mean_absolute_error: 0.4901, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5431, predictive_accuracy: 0.5429, prior_entropy: 1, recall: 0.5429, relative_absolute_error: 0.9802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4998, root_relative_squared_error: 0.9995, scimark_benchmark: 1278.0197, usercpu_time_millis: 104.78, usercpu_time_millis_testing: 3.905, usercpu_time_millis_training: 100.875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5884, f_measure: 0.5618, kappa: 0.1238, kb_relative_information_score: 57.2431, mean_absolute_error: 0.4808, 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: 0.9615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4967, root_relative_squared_error: 0.9934, scimark_benchmark: 1270.4491, usercpu_time_millis: 34.629, usercpu_time_millis_testing: 0.926, usercpu_time_millis_training: 33.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5402, f_measure: 0.5218, kappa: 0.0479, kb_relative_information_score: 20.54, mean_absolute_error: 0.4933, 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: 0.9866, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1235.714, usercpu_time_millis: 129.757, usercpu_time_millis_testing: 3.333, usercpu_time_millis_training: 126.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5216, f_measure: 0.52, kappa: 0.0429, kb_relative_information_score: 8.5788, mean_absolute_error: 0.4973, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5217, predictive_accuracy: 0.5215, prior_entropy: 1, recall: 0.5215, relative_absolute_error: 0.9947, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4999, root_relative_squared_error: 0.9999, scimark_benchmark: 1269.6635, usercpu_time_millis: 10.97, usercpu_time_millis_testing: 0.631, usercpu_time_millis_training: 10.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5643, f_measure: 0.5286, kappa: 0.0578, kb_relative_information_score: 39.7503, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.529, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9732, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.998, scimark_benchmark: 1253.0645, usercpu_time_millis: 172.293, usercpu_time_millis_testing: 4.154, usercpu_time_millis_training: 168.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.608, f_measure: 0.5907, kappa: 0.1815, kb_relative_information_score: 79.926, mean_absolute_error: 0.4729, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5908, predictive_accuracy: 0.5908, prior_entropy: 1, recall: 0.5908, relative_absolute_error: 0.9457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9901, scimark_benchmark: 1265.0385, usercpu_time_millis: 132.034, usercpu_time_millis_testing: 3.91, usercpu_time_millis_training: 128.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.57, f_measure: 0.5452, kappa: 0.0908, kb_relative_information_score: 40.9834, mean_absolute_error: 0.4864, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5455, predictive_accuracy: 0.5454, prior_entropy: 1, recall: 0.5454, relative_absolute_error: 0.9728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4982, root_relative_squared_error: 0.9965, scimark_benchmark: 1249.5886, usercpu_time_millis: 141.452, usercpu_time_millis_testing: 4.536, usercpu_time_millis_training: 136.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5179, f_measure: 0.5285, kappa: 0.0578, kb_relative_information_score: 5.1064, mean_absolute_error: 0.4985, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.529, predictive_accuracy: 0.5289, prior_entropy: 1, recall: 0.5289, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0002, scimark_benchmark: 1282.4725, usercpu_time_millis: 26.922, usercpu_time_millis_testing: 1.11, usercpu_time_millis_training: 25.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5432, f_measure: 0.5194, kappa: 0.0396, kb_relative_information_score: 27.3343, mean_absolute_error: 0.4907, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5199, predictive_accuracy: 0.5198, prior_entropy: 1, recall: 0.5198, relative_absolute_error: 0.9815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5003, root_relative_squared_error: 1.0006, scimark_benchmark: 1286.9333, usercpu_time_millis: 48.199, usercpu_time_millis_testing: 1.619, usercpu_time_millis_training: 46.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5774, f_measure: 0.5643, kappa: 0.1287, kb_relative_information_score: 51.097, mean_absolute_error: 0.483, 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: 0.966, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.0014, scimark_benchmark: 1273.4621, usercpu_time_millis: 27.707, usercpu_time_millis_testing: 1.573, usercpu_time_millis_training: 26.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5728, f_measure: 0.5421, kappa: 0.0842, kb_relative_information_score: 49.2689, mean_absolute_error: 0.4832, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5421, predictive_accuracy: 0.5421, prior_entropy: 1, recall: 0.5421, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0003, scimark_benchmark: 1246.1839, usercpu_time_millis: 11.106, usercpu_time_millis_testing: 0.569, usercpu_time_millis_training: 10.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.5652, kappa: 0.1304, kb_relative_information_score: 52.2303, mean_absolute_error: 0.4825, 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: 0.965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4993, root_relative_squared_error: 0.9986, scimark_benchmark: 1276.1022, usercpu_time_millis: 171.518, usercpu_time_millis_testing: 8.635, usercpu_time_millis_training: 162.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6002, f_measure: 0.5816, kappa: 0.1634, kb_relative_information_score: 76.607, mean_absolute_error: 0.4738, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5817, predictive_accuracy: 0.5817, prior_entropy: 1, recall: 0.5817, relative_absolute_error: 0.9476, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1247.6163, usercpu_time_millis: 202.832, usercpu_time_millis_testing: 4.085, usercpu_time_millis_training: 198.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.532, f_measure: 0.5147, kappa: 0.0297, kb_relative_information_score: 22.9249, mean_absolute_error: 0.492, 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: 0.9841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.504, root_relative_squared_error: 1.008, scimark_benchmark: 1278.0454, usercpu_time_millis: 5.635, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 5.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5953, f_measure: 0.5668, kappa: 0.1337, kb_relative_information_score: 71.2618, mean_absolute_error: 0.4756, 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: 0.9513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4981, root_relative_squared_error: 0.9961, scimark_benchmark: 1274.2373, usercpu_time_millis: 363.908, usercpu_time_millis_testing: 3.958, usercpu_time_millis_training: 359.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.53, f_measure: 0.5129, kappa: 0.0314, kb_relative_information_score: 14.2155, mean_absolute_error: 0.4954, 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: 0.9909, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4992, root_relative_squared_error: 0.9984, scimark_benchmark: 1260.0018, usercpu_time_millis: 82.161, usercpu_time_millis_testing: 2.818, usercpu_time_millis_training: 79.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5981, f_measure: 0.5717, kappa: 0.1436, kb_relative_information_score: 73.6104, mean_absolute_error: 0.4749, 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: 0.9499, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4974, root_relative_squared_error: 0.9948, scimark_benchmark: 1261.7531, usercpu_time_millis: 92.278, usercpu_time_millis_testing: 0.954, usercpu_time_millis_training: 91.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5876, f_measure: 0.571, kappa: 0.1419, kb_relative_information_score: 61.8137, mean_absolute_error: 0.4791, 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: 0.9582, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.499, root_relative_squared_error: 0.9979, scimark_benchmark: 1246.8305, usercpu_time_millis: 103.344, usercpu_time_millis_testing: 3.446, usercpu_time_millis_training: 99.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5494, f_measure: 0.5397, kappa: 0.0809, kb_relative_information_score: 17.6615, mean_absolute_error: 0.4945, 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: 0.9889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9977, scimark_benchmark: 1284.6273, usercpu_time_millis: 32.156, usercpu_time_millis_testing: 1.277, usercpu_time_millis_training: 30.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5805, f_measure: 0.5566, kappa: 0.1139, kb_relative_information_score: 44.9836, mean_absolute_error: 0.4852, mean_prior_absolute_error: 0.5, number_of_instances: 1212, precision: 0.5571, predictive_accuracy: 0.5569, prior_entropy: 1, recall: 0.5569, relative_absolute_error: 0.9704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4961, root_relative_squared_error: 0.9923, scimark_benchmark: 1259.4025, usercpu_time_millis: 314.569, usercpu_time_millis_testing: 4.422, usercpu_time_millis_training: 310.147,

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

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs