OpenML
Supervised Classification on madelon

Supervised Classification on madelon

Task 145853 Supervised Classification madelon 38804 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.678, f_measure: 0.6064, kappa: 0.2131, kb_relative_information_score: 117.8371, mean_absolute_error: 0.483, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6067, predictive_accuracy: 0.6065, prior_entropy: 1, recall: 0.6065, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9715, scimark_benchmark: 1236.7312, usercpu_time_millis: 36.198, usercpu_time_millis_testing: 2.675, usercpu_time_millis_training: 33.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7477, f_measure: 0.6717, kappa: 0.3446, kb_relative_information_score: 194.8135, mean_absolute_error: 0.4716, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6735, predictive_accuracy: 0.6723, prior_entropy: 1, recall: 0.6723, relative_absolute_error: 0.9432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4751, root_relative_squared_error: 0.9503, scimark_benchmark: 1264.0612, usercpu_time_millis: 331.431, usercpu_time_millis_testing: 13.464, usercpu_time_millis_training: 317.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7049, f_measure: 0.6308, kappa: 0.2623, kb_relative_information_score: 152.7443, mean_absolute_error: 0.4779, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6317, predictive_accuracy: 0.6312, prior_entropy: 1, recall: 0.6312, relative_absolute_error: 0.9557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9623, scimark_benchmark: 1231.558, usercpu_time_millis: 200.914, usercpu_time_millis_testing: 8.81, usercpu_time_millis_training: 192.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7787, f_measure: 0.699, kappa: 0.4, kb_relative_information_score: 278.1118, mean_absolute_error: 0.4586, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7026, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.9171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4645, root_relative_squared_error: 0.9289, scimark_benchmark: 1255.331, usercpu_time_millis: 579.409, usercpu_time_millis_testing: 14.332, usercpu_time_millis_training: 565.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6659, f_measure: 0.6165, kappa: 0.2331, kb_relative_information_score: 50.9149, mean_absolute_error: 0.493, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6166, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9859, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4935, root_relative_squared_error: 0.9869, scimark_benchmark: 1261.2262, usercpu_time_millis: 46.854, usercpu_time_millis_testing: 3.515, usercpu_time_millis_training: 43.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6531, f_measure: 0.6019, kappa: 0.2038, kb_relative_information_score: 26.6868, mean_absolute_error: 0.4964, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6019, predictive_accuracy: 0.6019, prior_entropy: 1, recall: 0.6019, relative_absolute_error: 0.9927, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4965, root_relative_squared_error: 0.993, scimark_benchmark: 1262.5972, usercpu_time_millis: 13.832, usercpu_time_millis_testing: 1.327, usercpu_time_millis_training: 12.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6856, f_measure: 0.6084, kappa: 0.2169, kb_relative_information_score: 88.9016, mean_absolute_error: 0.4875, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6085, predictive_accuracy: 0.6085, prior_entropy: 1, recall: 0.6085, relative_absolute_error: 0.975, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4888, root_relative_squared_error: 0.9775, scimark_benchmark: 1264.1424, usercpu_time_millis: 62.497, usercpu_time_millis_testing: 4.423, usercpu_time_millis_training: 58.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.6664, kappa: 0.3346, kb_relative_information_score: 238.8409, mean_absolute_error: 0.4645, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6692, predictive_accuracy: 0.6673, prior_entropy: 1, recall: 0.6673, relative_absolute_error: 0.929, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4701, root_relative_squared_error: 0.9403, scimark_benchmark: 1249.3993, usercpu_time_millis: 95.539, usercpu_time_millis_testing: 3.056, usercpu_time_millis_training: 92.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7857, f_measure: 0.7146, kappa: 0.4323, kb_relative_information_score: 346.3847, mean_absolute_error: 0.4473, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7211, predictive_accuracy: 0.7162, prior_entropy: 1, recall: 0.7162, relative_absolute_error: 0.8945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4564, root_relative_squared_error: 0.9129, scimark_benchmark: 1267.1118, usercpu_time_millis: 328.797, usercpu_time_millis_testing: 8.243, usercpu_time_millis_training: 320.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, f_measure: 0.7433, kappa: 0.4892, kb_relative_information_score: 441.1614, mean_absolute_error: 0.432, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7498, predictive_accuracy: 0.7446, prior_entropy: 1, recall: 0.7446, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4434, root_relative_squared_error: 0.8867, scimark_benchmark: 1242.5956, usercpu_time_millis: 621.549, usercpu_time_millis_testing: 8.828, usercpu_time_millis_training: 612.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1262.5111, usercpu_time_millis: 19.503, usercpu_time_millis_testing: 2.37, usercpu_time_millis_training: 17.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7052, f_measure: 0.6192, kappa: 0.2385, kb_relative_information_score: 123.7194, mean_absolute_error: 0.4823, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6192, predictive_accuracy: 0.6192, prior_entropy: 1, recall: 0.6192, relative_absolute_error: 0.9646, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4844, root_relative_squared_error: 0.9687, scimark_benchmark: 1248.4408, usercpu_time_millis: 83.573, usercpu_time_millis_testing: 4.072, usercpu_time_millis_training: 79.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7277, f_measure: 0.6502, kappa: 0.3015, kb_relative_information_score: 197.6524, mean_absolute_error: 0.4709, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6517, predictive_accuracy: 0.6508, prior_entropy: 1, recall: 0.6508, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4755, root_relative_squared_error: 0.9509, scimark_benchmark: 1266.0837, usercpu_time_millis: 111.11, usercpu_time_millis_testing: 4.176, usercpu_time_millis_training: 106.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.6221, kappa: 0.2446, kb_relative_information_score: 95.6637, mean_absolute_error: 0.4865, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6226, predictive_accuracy: 0.6223, prior_entropy: 1, recall: 0.6223, relative_absolute_error: 0.9729, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4879, root_relative_squared_error: 0.9758, scimark_benchmark: 1260.8328, usercpu_time_millis: 146.994, usercpu_time_millis_testing: 9.544, usercpu_time_millis_training: 137.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6788, f_measure: 0.629, kappa: 0.2585, kb_relative_information_score: 216.3611, mean_absolute_error: 0.4669, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6296, predictive_accuracy: 0.6292, prior_entropy: 1, recall: 0.6292, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4774, root_relative_squared_error: 0.9548, scimark_benchmark: 1267.1561, usercpu_time_millis: 18.317, usercpu_time_millis_testing: 1.177, usercpu_time_millis_training: 17.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7381, f_measure: 0.6528, kappa: 0.3069, kb_relative_information_score: 210.9256, mean_absolute_error: 0.4689, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6546, predictive_accuracy: 0.6535, prior_entropy: 1, recall: 0.6535, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4735, root_relative_squared_error: 0.947, scimark_benchmark: 1261.968, usercpu_time_millis: 192.814, usercpu_time_millis_testing: 6.425, usercpu_time_millis_training: 186.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7065, f_measure: 0.6219, kappa: 0.2438, kb_relative_information_score: 157.7467, mean_absolute_error: 0.477, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6219, predictive_accuracy: 0.6219, prior_entropy: 1, recall: 0.6219, relative_absolute_error: 0.9541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4806, root_relative_squared_error: 0.9612, scimark_benchmark: 1252.9729, usercpu_time_millis: 80.602, usercpu_time_millis_testing: 3.261, usercpu_time_millis_training: 77.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4949, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1260.9043, usercpu_time_millis: 14.054, usercpu_time_millis_testing: 1.605, usercpu_time_millis_training: 12.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7732, f_measure: 0.7022, kappa: 0.4077, kb_relative_information_score: 330.4009, mean_absolute_error: 0.4497, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7084, predictive_accuracy: 0.7038, prior_entropy: 1, recall: 0.7038, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4589, root_relative_squared_error: 0.9177, scimark_benchmark: 1262.8356, usercpu_time_millis: 247.263, usercpu_time_millis_testing: 4.918, usercpu_time_millis_training: 242.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.688, kappa: 0.3785, kb_relative_information_score: 292.582, mean_absolute_error: 0.4558, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6922, predictive_accuracy: 0.6892, prior_entropy: 1, recall: 0.6892, relative_absolute_error: 0.9117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4638, root_relative_squared_error: 0.9275, scimark_benchmark: 1254.5273, usercpu_time_millis: 304.516, usercpu_time_millis_testing: 7.634, usercpu_time_millis_training: 296.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, f_measure: 0.6905, kappa: 0.3831, kb_relative_information_score: 263.4381, mean_absolute_error: 0.4608, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6941, predictive_accuracy: 0.6915, prior_entropy: 1, recall: 0.6915, relative_absolute_error: 0.9217, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4664, root_relative_squared_error: 0.9328, scimark_benchmark: 1255.643, usercpu_time_millis: 251.671, usercpu_time_millis_testing: 7.026, usercpu_time_millis_training: 244.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7349, f_measure: 0.6636, kappa: 0.3292, kb_relative_information_score: 237.0477, mean_absolute_error: 0.4647, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6665, predictive_accuracy: 0.6646, prior_entropy: 1, recall: 0.6646, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4708, root_relative_squared_error: 0.9417, scimark_benchmark: 1268.74, usercpu_time_millis: 131.366, usercpu_time_millis_testing: 3.899, usercpu_time_millis_training: 127.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.681, f_measure: 0.6165, kappa: 0.2331, kb_relative_information_score: 65.2797, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6165, predictive_accuracy: 0.6165, prior_entropy: 1, recall: 0.6165, relative_absolute_error: 0.9819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4916, root_relative_squared_error: 0.9833, scimark_benchmark: 1250.0273, usercpu_time_millis: 52.349, usercpu_time_millis_testing: 3.663, usercpu_time_millis_training: 48.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7391, kappa: 0.4808, kb_relative_information_score: 432.4207, mean_absolute_error: 0.4333, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7452, predictive_accuracy: 0.7404, prior_entropy: 1, recall: 0.7404, relative_absolute_error: 0.8666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4447, root_relative_squared_error: 0.8893, scimark_benchmark: 1260.5413, usercpu_time_millis: 354.864, usercpu_time_millis_testing: 5.895, usercpu_time_millis_training: 348.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7698, f_measure: 0.6956, kappa: 0.3938, kb_relative_information_score: 299.2707, mean_absolute_error: 0.4549, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7003, predictive_accuracy: 0.6969, prior_entropy: 1, recall: 0.6969, relative_absolute_error: 0.9098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4625, root_relative_squared_error: 0.9249, scimark_benchmark: 1247.2132, usercpu_time_millis: 123.244, usercpu_time_millis_testing: 3.707, usercpu_time_millis_training: 119.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8149, f_measure: 0.7312, kappa: 0.4654, kb_relative_information_score: 395.3654, mean_absolute_error: 0.4395, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.738, predictive_accuracy: 0.7327, prior_entropy: 1, recall: 0.7327, relative_absolute_error: 0.8791, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4494, root_relative_squared_error: 0.8989, scimark_benchmark: 1256.9468, usercpu_time_millis: 541.063, usercpu_time_millis_testing: 10.551, usercpu_time_millis_training: 530.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.7672, kappa: 0.5362, kb_relative_information_score: 514.9812, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7723, predictive_accuracy: 0.7681, prior_entropy: 1, recall: 0.7681, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4326, root_relative_squared_error: 0.8652, scimark_benchmark: 1265.4323, usercpu_time_millis: 420.114, usercpu_time_millis_testing: 8.665, usercpu_time_millis_training: 411.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6654, f_measure: 0.6029, kappa: 0.2062, kb_relative_information_score: 63.7265, mean_absolute_error: 0.4911, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6033, predictive_accuracy: 0.6031, prior_entropy: 1, recall: 0.6031, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.492, root_relative_squared_error: 0.9839, scimark_benchmark: 1255.875, usercpu_time_millis: 68.176, usercpu_time_millis_testing: 3.663, usercpu_time_millis_training: 64.513,
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: 0.7466, f_measure: 0.6671, kappa: 0.3354, kb_relative_information_score: 197.519, mean_absolute_error: 0.4712, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6689, predictive_accuracy: 0.6677, prior_entropy: 1, recall: 0.6677, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4749, root_relative_squared_error: 0.9497, scimark_benchmark: 1262.0396, usercpu_time_millis: 540.775, usercpu_time_millis_testing: 16.839, usercpu_time_millis_training: 523.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.7287, kappa: 0.46, kb_relative_information_score: 411.1336, mean_absolute_error: 0.4366, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7344, predictive_accuracy: 0.73, prior_entropy: 1, recall: 0.73, relative_absolute_error: 0.8732, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4482, root_relative_squared_error: 0.8963, scimark_benchmark: 1247.9932, usercpu_time_millis: 484.724, usercpu_time_millis_testing: 7.056, usercpu_time_millis_training: 477.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5872, f_measure: 0.5595, kappa: 0.1223, kb_relative_information_score: 39.4826, mean_absolute_error: 0.4945, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5621, predictive_accuracy: 0.5612, prior_entropy: 1, recall: 0.5612, relative_absolute_error: 0.9889, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4959, root_relative_squared_error: 0.9917, scimark_benchmark: 1319.6509, usercpu_time_millis: 10300.565, usercpu_time_millis_testing: 7.856, usercpu_time_millis_training: 10292.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.7438, kappa: 0.49, kb_relative_information_score: 446.3608, mean_absolute_error: 0.4312, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7498, predictive_accuracy: 0.745, prior_entropy: 1, recall: 0.745, relative_absolute_error: 0.8624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4425, root_relative_squared_error: 0.8849, scimark_benchmark: 1245.6325, usercpu_time_millis: 922.783, usercpu_time_millis_testing: 12.692, usercpu_time_millis_training: 910.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7336, f_measure: 0.6549, kappa: 0.3115, kb_relative_information_score: 206.6649, mean_absolute_error: 0.4696, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6574, predictive_accuracy: 0.6558, prior_entropy: 1, recall: 0.6558, relative_absolute_error: 0.9392, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4742, root_relative_squared_error: 0.9484, scimark_benchmark: 1233.272, usercpu_time_millis: 154.903, usercpu_time_millis_testing: 5.47, usercpu_time_millis_training: 149.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5648, f_measure: 0.4835, kappa: 0.0738, kb_relative_information_score: 11.3977, mean_absolute_error: 0.4984, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.563, predictive_accuracy: 0.5369, prior_entropy: 1, recall: 0.5369, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4986, root_relative_squared_error: 0.9971, scimark_benchmark: 1312.6429, usercpu_time_millis: 462.697, usercpu_time_millis_testing: 10.114, usercpu_time_millis_training: 452.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.769, kappa: 0.54, kb_relative_information_score: 557.7197, mean_absolute_error: 0.4125, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7746, predictive_accuracy: 0.77, prior_entropy: 1, recall: 0.77, relative_absolute_error: 0.825, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4275, root_relative_squared_error: 0.8549, scimark_benchmark: 1261.2242, usercpu_time_millis: 407.552, usercpu_time_millis_testing: 6.34, usercpu_time_millis_training: 401.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7631, f_measure: 0.6882, kappa: 0.3785, kb_relative_information_score: 284.3358, mean_absolute_error: 0.4573, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6918, predictive_accuracy: 0.6892, prior_entropy: 1, recall: 0.6892, relative_absolute_error: 0.9146, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4644, root_relative_squared_error: 0.9288, scimark_benchmark: 1237.6149, usercpu_time_millis: 252.282, usercpu_time_millis_testing: 6.502, usercpu_time_millis_training: 245.78,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.4505, kb_relative_information_score: -0.0005, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1297.7599, usercpu_time_millis: 604.917, usercpu_time_millis_testing: 9.585, usercpu_time_millis_training: 595.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.8392, kappa: 0.6785, kb_relative_information_score: 1061.7112, mean_absolute_error: 0.3198, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8395, predictive_accuracy: 0.8392, prior_entropy: 1, recall: 0.8392, relative_absolute_error: 0.6395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.7317, scimark_benchmark: 1268.3296, usercpu_time_millis: 5402.727, usercpu_time_millis_testing: 12.283, usercpu_time_millis_training: 5390.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, f_measure: 0.3446, kappa: -0.0108, kb_relative_information_score: -0.3538, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.4361, predictive_accuracy: 0.4946, prior_entropy: 1, recall: 0.4946, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5001, root_relative_squared_error: 1.0001, scimark_benchmark: 1310.7628, usercpu_time_millis: 600.582, usercpu_time_millis_testing: 10.488, usercpu_time_millis_training: 590.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.7508, kappa: 0.5046, kb_relative_information_score: 531.2704, mean_absolute_error: 0.4161, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7586, predictive_accuracy: 0.7523, prior_entropy: 1, recall: 0.7523, relative_absolute_error: 0.8321, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4332, root_relative_squared_error: 0.8665, scimark_benchmark: 1242.6577, usercpu_time_millis: 1030.547, usercpu_time_millis_testing: 9.297, usercpu_time_millis_training: 1021.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.5776, kappa: 0.1554, kb_relative_information_score: 141.5101, mean_absolute_error: 0.4781, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5778, predictive_accuracy: 0.5777, prior_entropy: 1, recall: 0.5777, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9796, scimark_benchmark: 1307.5102, usercpu_time_millis: 428.4, usercpu_time_millis_testing: 7.042, usercpu_time_millis_training: 421.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5803, f_measure: 0.5638, kappa: 0.13, kb_relative_information_score: 42.8486, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5658, predictive_accuracy: 0.565, prior_entropy: 1, recall: 0.565, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.496, root_relative_squared_error: 0.992, scimark_benchmark: 1332.0215, usercpu_time_millis: 5402.182, usercpu_time_millis_testing: 6.874, usercpu_time_millis_training: 5395.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8288, kappa: 0.6577, kb_relative_information_score: 987.4695, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8292, predictive_accuracy: 0.8288, prior_entropy: 1, recall: 0.8288, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3767, root_relative_squared_error: 0.7534, scimark_benchmark: 1262.2199, usercpu_time_millis: 553.024, usercpu_time_millis_testing: 1.859, usercpu_time_millis_training: 551.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.8249, kappa: 0.65, kb_relative_information_score: 899.4, mean_absolute_error: 0.3501, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8255, predictive_accuracy: 0.825, prior_entropy: 1, recall: 0.825, relative_absolute_error: 0.7002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.7735, scimark_benchmark: 1252.9218, usercpu_time_millis: 843.233, usercpu_time_millis_testing: 2.981, usercpu_time_millis_training: 840.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8226, kappa: 0.6454, kb_relative_information_score: 941.7789, mean_absolute_error: 0.3419, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8232, predictive_accuracy: 0.8227, prior_entropy: 1, recall: 0.8227, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3832, root_relative_squared_error: 0.7665, scimark_benchmark: 1294.4009, usercpu_time_millis: 7354.697, usercpu_time_millis_testing: 8.99, usercpu_time_millis_training: 7345.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6452, f_measure: 0.605, kappa: 0.21, kb_relative_information_score: 34.8879, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.605, predictive_accuracy: 0.605, prior_entropy: 1, recall: 0.605, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9911, scimark_benchmark: 1251.0645, usercpu_time_millis: 183.61, usercpu_time_millis_testing: 14.666, usercpu_time_millis_training: 168.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7654, f_measure: 0.6867, kappa: 0.3746, kb_relative_information_score: 239.5156, mean_absolute_error: 0.4647, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6888, predictive_accuracy: 0.6873, prior_entropy: 1, recall: 0.6873, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4694, root_relative_squared_error: 0.9388, scimark_benchmark: 1252.8326, usercpu_time_millis: 317.6, usercpu_time_millis_testing: 11.074, usercpu_time_millis_training: 306.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.7334, kappa: 0.4692, kb_relative_information_score: 365.1885, mean_absolute_error: 0.4445, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.739, predictive_accuracy: 0.7346, prior_entropy: 1, recall: 0.7346, relative_absolute_error: 0.8891, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4532, root_relative_squared_error: 0.9064, scimark_benchmark: 1269.9158, usercpu_time_millis: 559.355, usercpu_time_millis_testing: 12.573, usercpu_time_millis_training: 546.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8, kappa: 0.6008, kb_relative_information_score: 696.5009, mean_absolute_error: 0.3887, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8028, predictive_accuracy: 0.8004, prior_entropy: 1, recall: 0.8004, relative_absolute_error: 0.7775, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.8164, scimark_benchmark: 1270.8658, usercpu_time_millis: 663.195, usercpu_time_millis_testing: 8.029, usercpu_time_millis_training: 655.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.789, f_measure: 0.7109, kappa: 0.4231, kb_relative_information_score: 373.9445, mean_absolute_error: 0.4425, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7134, predictive_accuracy: 0.7115, prior_entropy: 1, recall: 0.7115, relative_absolute_error: 0.885, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4535, root_relative_squared_error: 0.907, scimark_benchmark: 1240.1713, usercpu_time_millis: 44.146, usercpu_time_millis_testing: 1.57, usercpu_time_millis_training: 42.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7006, f_measure: 0.6306, kappa: 0.2615, kb_relative_information_score: 95.2176, mean_absolute_error: 0.4866, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.631, predictive_accuracy: 0.6308, prior_entropy: 1, recall: 0.6308, relative_absolute_error: 0.9732, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4878, root_relative_squared_error: 0.9757, scimark_benchmark: 1265.1114, usercpu_time_millis: 174.176, usercpu_time_millis_testing: 9.861, usercpu_time_millis_training: 164.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.7636, kappa: 0.5292, kb_relative_information_score: 534.3873, mean_absolute_error: 0.4167, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7694, predictive_accuracy: 0.7646, prior_entropy: 1, recall: 0.7646, relative_absolute_error: 0.8333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4301, root_relative_squared_error: 0.8603, scimark_benchmark: 1263.3523, usercpu_time_millis: 773.423, usercpu_time_millis_testing: 11.261, usercpu_time_millis_training: 762.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6398, f_measure: 0.5973, kappa: 0.1946, kb_relative_information_score: 202.6558, mean_absolute_error: 0.4682, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5973, predictive_accuracy: 0.5973, prior_entropy: 1, recall: 0.5973, relative_absolute_error: 0.9364, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4846, root_relative_squared_error: 0.9692, scimark_benchmark: 1301.8073, usercpu_time_millis: 466.98, usercpu_time_millis_testing: 8.566, usercpu_time_millis_training: 458.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.903, f_measure: 0.8292, kappa: 0.6585, kb_relative_information_score: 861.0587, mean_absolute_error: 0.3588, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.8298, predictive_accuracy: 0.8292, prior_entropy: 1, recall: 0.8292, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3876, root_relative_squared_error: 0.7751, scimark_benchmark: 1233.1212, usercpu_time_millis: 862.009, usercpu_time_millis_testing: 4.629, usercpu_time_millis_training: 857.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.7334, kappa: 0.4692, kb_relative_information_score: 362.529, mean_absolute_error: 0.4451, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7391, predictive_accuracy: 0.7346, prior_entropy: 1, recall: 0.7346, relative_absolute_error: 0.8902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4533, root_relative_squared_error: 0.9066, scimark_benchmark: 1248.5791, usercpu_time_millis: 691.399, usercpu_time_millis_testing: 12.805, usercpu_time_millis_training: 678.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.6334, kappa: 0.2677, kb_relative_information_score: 176.1232, mean_absolute_error: 0.4742, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6344, predictive_accuracy: 0.6338, prior_entropy: 1, recall: 0.6338, relative_absolute_error: 0.9484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4785, root_relative_squared_error: 0.9571, scimark_benchmark: 1270.7203, usercpu_time_millis: 159.539, usercpu_time_millis_testing: 5.413, usercpu_time_millis_training: 154.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6693, f_measure: 0.6054, kappa: 0.2108, kb_relative_information_score: 50.242, mean_absolute_error: 0.4931, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6054, predictive_accuracy: 0.6054, prior_entropy: 1, recall: 0.6054, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4935, root_relative_squared_error: 0.9871, scimark_benchmark: 1267.754, usercpu_time_millis: 31.235, usercpu_time_millis_testing: 2.428, usercpu_time_millis_training: 28.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7814, f_measure: 0.7155, kappa: 0.4323, kb_relative_information_score: 339.8439, mean_absolute_error: 0.4483, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.718, predictive_accuracy: 0.7162, prior_entropy: 1, recall: 0.7162, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4575, root_relative_squared_error: 0.9151, scimark_benchmark: 1246.6566, usercpu_time_millis: 92.256, usercpu_time_millis_testing: 2.263, usercpu_time_millis_training: 89.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6451, f_measure: 0.6019, kappa: 0.2038, kb_relative_information_score: 38.5337, mean_absolute_error: 0.4947, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6019, predictive_accuracy: 0.6019, prior_entropy: 1, recall: 0.6019, relative_absolute_error: 0.9894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4951, root_relative_squared_error: 0.9902, scimark_benchmark: 1252.2815, usercpu_time_millis: 120.217, usercpu_time_millis_testing: 9.988, usercpu_time_millis_training: 110.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8101, f_measure: 0.7301, kappa: 0.4631, kb_relative_information_score: 398.7037, mean_absolute_error: 0.4389, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7366, predictive_accuracy: 0.7315, prior_entropy: 1, recall: 0.7315, relative_absolute_error: 0.8777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4493, root_relative_squared_error: 0.8986, scimark_benchmark: 1269.119, usercpu_time_millis: 521.485, usercpu_time_millis_testing: 10.02, usercpu_time_millis_training: 511.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, f_measure: 0.7039, kappa: 0.41, kb_relative_information_score: 318.4872, mean_absolute_error: 0.4519, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.708, predictive_accuracy: 0.705, prior_entropy: 1, recall: 0.705, relative_absolute_error: 0.9038, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4597, root_relative_squared_error: 0.9194, scimark_benchmark: 1260.3988, usercpu_time_millis: 357.971, usercpu_time_millis_testing: 8.353, usercpu_time_millis_training: 349.618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6589, f_measure: 0.6027, kappa: 0.2054, kb_relative_information_score: 35.1969, mean_absolute_error: 0.4952, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6027, predictive_accuracy: 0.6027, prior_entropy: 1, recall: 0.6027, relative_absolute_error: 0.9904, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4954, root_relative_squared_error: 0.9909, scimark_benchmark: 1268.93, usercpu_time_millis: 70.914, usercpu_time_millis_testing: 6.412, usercpu_time_millis_training: 64.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7486, f_measure: 0.6732, kappa: 0.3485, kb_relative_information_score: 243.7386, mean_absolute_error: 0.4638, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.6764, predictive_accuracy: 0.6742, prior_entropy: 1, recall: 0.6742, relative_absolute_error: 0.9276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4696, root_relative_squared_error: 0.9392, scimark_benchmark: 1261.5413, usercpu_time_millis: 112.412, usercpu_time_millis_testing: 3.499, usercpu_time_millis_training: 108.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7819, f_measure: 0.7038, kappa: 0.41, kb_relative_information_score: 321.4835, mean_absolute_error: 0.4514, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7083, predictive_accuracy: 0.705, prior_entropy: 1, recall: 0.705, relative_absolute_error: 0.9028, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4595, root_relative_squared_error: 0.9189, scimark_benchmark: 1271.5648, usercpu_time_millis: 322.685, usercpu_time_millis_testing: 7.165, usercpu_time_millis_training: 315.52,

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