OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 146082 Supervised Classification musk 13306 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.3596, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0118, root_relative_squared_error: 0.0326, scimark_benchmark: 1263.7774, usercpu_time_millis: 56.828, usercpu_time_millis_testing: 2.245, usercpu_time_millis_training: 54.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9758, kappa: 0.9043, kb_relative_information_score: 4889.7523, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.977, predictive_accuracy: 0.9765, prior_entropy: 0.6204, recall: 0.9765, relative_absolute_error: 0.2826, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.413, scimark_benchmark: 1283.8168, usercpu_time_millis: 147.558, usercpu_time_millis_testing: 9.674, usercpu_time_millis_training: 137.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.2366, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0016, root_relative_squared_error: 0.0044, scimark_benchmark: 1275.3269, usercpu_time_millis: 440.476, usercpu_time_millis_testing: 6.696, usercpu_time_millis_training: 433.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.9808, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0006, root_relative_squared_error: 0.0017, scimark_benchmark: 1267.3506, usercpu_time_millis: 430.572, usercpu_time_millis_testing: 7.042, usercpu_time_millis_training: 423.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6563.4016, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.028, root_relative_squared_error: 0.0776, scimark_benchmark: 1292.9357, usercpu_time_millis: 110.154, usercpu_time_millis_testing: 4.736, usercpu_time_millis_training: 105.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.4253, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0069, root_relative_squared_error: 0.0192, scimark_benchmark: 1265.3284, usercpu_time_millis: 89.289, usercpu_time_millis_testing: 2.331, usercpu_time_millis_training: 86.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6578.5809, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0036, root_relative_squared_error: 0.0099, scimark_benchmark: 1280.3866, usercpu_time_millis: 441.073, usercpu_time_millis_testing: 5.953, usercpu_time_millis_training: 435.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.991, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.068, scimark_benchmark: 1287.5754, usercpu_time_millis: 57.504, usercpu_time_millis_testing: 1.676, usercpu_time_millis_training: 55.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6570.7611, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0686, scimark_benchmark: 1265.7697, usercpu_time_millis: 428.471, usercpu_time_millis_testing: 8.036, usercpu_time_millis_training: 420.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6240.7554, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0782, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0483, root_relative_squared_error: 0.1336, scimark_benchmark: 1287.164, usercpu_time_millis: 317.67, usercpu_time_millis_testing: 8.757, usercpu_time_millis_training: 308.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6224.1652, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0865, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.1206, scimark_benchmark: 1274.7699, usercpu_time_millis: 168.777, usercpu_time_millis_testing: 6.847, usercpu_time_millis_training: 161.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6562.3565, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0076, root_relative_squared_error: 0.0212, scimark_benchmark: 1269.3849, usercpu_time_millis: 121.137, usercpu_time_millis_testing: 3.365, usercpu_time_millis_training: 117.772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6584.1425, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0088, root_relative_squared_error: 0.0243, scimark_benchmark: 1287.2119, usercpu_time_millis: 220.467, usercpu_time_millis_testing: 6.036, usercpu_time_millis_training: 214.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.9134, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0008, root_relative_squared_error: 0.0021, scimark_benchmark: 1247.2595, usercpu_time_millis: 320.861, usercpu_time_millis_testing: 4.535, usercpu_time_millis_training: 316.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6544.3185, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0125, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0103, root_relative_squared_error: 0.0284, scimark_benchmark: 1288.2939, usercpu_time_millis: 214.677, usercpu_time_millis_testing: 5.828, usercpu_time_millis_training: 208.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.6829, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0011, root_relative_squared_error: 0.0031, scimark_benchmark: 1295.2207, usercpu_time_millis: 64.982, usercpu_time_millis_testing: 1.767, usercpu_time_millis_training: 63.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.8217, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0027, scimark_benchmark: 1266.1344, usercpu_time_millis: 377.355, usercpu_time_millis_testing: 5.234, usercpu_time_millis_training: 372.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.7654, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.002, root_relative_squared_error: 0.0055, scimark_benchmark: 1295.6269, usercpu_time_millis: 423.649, usercpu_time_millis_testing: 7.281, usercpu_time_millis_training: 416.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9461, kappa: 0.7802, kb_relative_information_score: 3895.8839, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9526, predictive_accuracy: 0.9501, prior_entropy: 0.6204, recall: 0.9501, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.5383, scimark_benchmark: 1293.3238, usercpu_time_millis: 122.834, usercpu_time_millis_testing: 10.044, usercpu_time_millis_training: 112.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6561.6465, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0242, root_relative_squared_error: 0.0669, scimark_benchmark: 1275.3126, usercpu_time_millis: 185.702, usercpu_time_millis_testing: 4.015, usercpu_time_millis_training: 181.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6568.251, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0243, root_relative_squared_error: 0.0674, scimark_benchmark: 1269.0191, usercpu_time_millis: 400.899, usercpu_time_millis_testing: 6.291, usercpu_time_millis_training: 394.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.7272, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.026, root_relative_squared_error: 0.072, scimark_benchmark: 1293.643, usercpu_time_millis: 175.397, usercpu_time_millis_testing: 4.963, usercpu_time_millis_training: 170.434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.9699, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0009, root_relative_squared_error: 0.0025, scimark_benchmark: 1288.9323, usercpu_time_millis: 249.56, usercpu_time_millis_testing: 3.699, usercpu_time_millis_training: 245.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.2271, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1289.4776, usercpu_time_millis: 276.345, usercpu_time_millis_testing: 4.456, usercpu_time_millis_training: 271.889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6546.2339, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0121, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0083, root_relative_squared_error: 0.0229, scimark_benchmark: 1297.5829, usercpu_time_millis: 462.871, usercpu_time_millis_testing: 7.476, usercpu_time_millis_training: 455.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6444.2334, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0221, root_relative_squared_error: 0.0611, scimark_benchmark: 1297.3919, usercpu_time_millis: 173.378, usercpu_time_millis_testing: 3.581, usercpu_time_millis_training: 169.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6325.0396, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0627, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.038, root_relative_squared_error: 0.1053, scimark_benchmark: 1298.1029, usercpu_time_millis: 255.782, usercpu_time_millis_testing: 9.149, usercpu_time_millis_training: 246.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9601, kappa: 0.8396, kb_relative_information_score: 4476.5408, mean_absolute_error: 0.0895, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9637, predictive_accuracy: 0.9623, prior_entropy: 0.6204, recall: 0.9623, relative_absolute_error: 0.3431, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.4738, scimark_benchmark: 1265.551, usercpu_time_millis: 310.387, usercpu_time_millis_testing: 21.271, usercpu_time_millis_training: 289.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.8658, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0115, root_relative_squared_error: 0.0319, scimark_benchmark: 1297.6655, usercpu_time_millis: 119.235, usercpu_time_millis_testing: 3.98, usercpu_time_millis_training: 115.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6397, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1271.3093, usercpu_time_millis: 428.842, usercpu_time_millis_testing: 7.119, usercpu_time_millis_training: 421.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6443.0903, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0285, root_relative_squared_error: 0.0788, scimark_benchmark: 1270.9377, usercpu_time_millis: 410.467, usercpu_time_millis_testing: 9.748, usercpu_time_millis_training: 400.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6569.3112, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0676, scimark_benchmark: 1270.2226, usercpu_time_millis: 508.099, usercpu_time_millis_testing: 6.978, usercpu_time_millis_training: 501.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6560.8214, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0062, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1292.3504, usercpu_time_millis: 348.513, usercpu_time_millis_testing: 7.146, usercpu_time_millis_training: 341.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.9589, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1278.6901, usercpu_time_millis: 19.784, usercpu_time_millis_testing: 1.174, usercpu_time_millis_training: 18.61,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6551.5762, mean_absolute_error: 0.0028, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0085, root_relative_squared_error: 0.0235, scimark_benchmark: 1287.2, usercpu_time_millis: 145.049, usercpu_time_millis_testing: 3.934, usercpu_time_millis_training: 141.115,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6559.2634, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0064, root_relative_squared_error: 0.0177, scimark_benchmark: 1284.8293, usercpu_time_millis: 494.059, usercpu_time_millis_testing: 7.254, usercpu_time_millis_training: 486.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.7553, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0008, root_relative_squared_error: 0.0022, scimark_benchmark: 1268.7261, usercpu_time_millis: 491.402, usercpu_time_millis_testing: 5.989, usercpu_time_millis_training: 485.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6360.4534, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0348, root_relative_squared_error: 0.0964, scimark_benchmark: 1270.812, usercpu_time_millis: 471.003, usercpu_time_millis_testing: 10.506, usercpu_time_millis_training: 460.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.8441, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0016, root_relative_squared_error: 0.0044, scimark_benchmark: 1270.4915, usercpu_time_millis: 516.956, usercpu_time_millis_testing: 6.779, usercpu_time_millis_training: 510.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6515.2568, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0683, scimark_benchmark: 1281.195, usercpu_time_millis: 217.873, usercpu_time_millis_testing: 4.732, usercpu_time_millis_training: 213.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6146.6897, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0973, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.1613, scimark_benchmark: 1289.0204, usercpu_time_millis: 85.863, usercpu_time_millis_testing: 2.761, usercpu_time_millis_training: 83.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.614, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0013, root_relative_squared_error: 0.0035, scimark_benchmark: 1291.4399, usercpu_time_millis: 270.868, usercpu_time_millis_testing: 5.073, usercpu_time_millis_training: 265.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6392.5688, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0333, root_relative_squared_error: 0.0921, scimark_benchmark: 1284.3299, usercpu_time_millis: 459.496, usercpu_time_millis_testing: 10.315, usercpu_time_millis_training: 449.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.3675, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0684, scimark_benchmark: 1292.0833, usercpu_time_millis: 25.373, usercpu_time_millis_testing: 1.226, usercpu_time_millis_training: 24.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6551.0437, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0668, scimark_benchmark: 1292.1343, usercpu_time_millis: 229.854, usercpu_time_millis_testing: 4.302, usercpu_time_millis_training: 225.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6568.4576, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0243, root_relative_squared_error: 0.0672, scimark_benchmark: 1298.8314, usercpu_time_millis: 169.4, usercpu_time_millis_testing: 3.406, usercpu_time_millis_training: 165.994,
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: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6556.0995, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0249, root_relative_squared_error: 0.0688, scimark_benchmark: 1267.8239, usercpu_time_millis: 340.252, usercpu_time_millis_testing: 7.57, usercpu_time_millis_training: 332.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6433.4838, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.029, root_relative_squared_error: 0.0804, scimark_benchmark: 1286.8347, usercpu_time_millis: 423.198, usercpu_time_millis_testing: 9.636, usercpu_time_millis_training: 413.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6582.1865, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0159, root_relative_squared_error: 0.0441, scimark_benchmark: 1255.1861, usercpu_time_millis: 32.165, usercpu_time_millis_testing: 1.662, usercpu_time_millis_training: 30.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6871, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1269.2863, usercpu_time_millis: 105.142, usercpu_time_millis_testing: 2.308, usercpu_time_millis_training: 102.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.213, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0251, root_relative_squared_error: 0.0696, scimark_benchmark: 1291.195, usercpu_time_millis: 351.374, usercpu_time_millis_testing: 7.874, usercpu_time_millis_training: 343.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.6486, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.068, scimark_benchmark: 1273.838, usercpu_time_millis: 312.218, usercpu_time_millis_testing: 4.594, usercpu_time_millis_training: 307.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9933, kappa: 0.974, kb_relative_information_score: 5723.518, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9934, predictive_accuracy: 0.9933, prior_entropy: 0.6204, recall: 0.9933, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.2669, scimark_benchmark: 1255.4503, usercpu_time_millis: 309.095, usercpu_time_millis_testing: 11.666, usercpu_time_millis_training: 297.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.1379, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0014, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.012, root_relative_squared_error: 0.0332, scimark_benchmark: 1288.6588, usercpu_time_millis: 162.809, usercpu_time_millis_testing: 5.292, usercpu_time_millis_training: 157.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6568.4072, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0053, root_relative_squared_error: 0.0148, scimark_benchmark: 1288.9077, usercpu_time_millis: 405.157, usercpu_time_millis_testing: 7.364, usercpu_time_millis_training: 397.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.9971, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1287.5923, usercpu_time_millis: 127.099, usercpu_time_millis_testing: 2.859, usercpu_time_millis_training: 124.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9931, kappa: 0.9734, kb_relative_information_score: 5697.4805, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 0.6204, recall: 0.9932, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.2712, scimark_benchmark: 1257.3171, usercpu_time_millis: 348.137, usercpu_time_millis_testing: 13.774, usercpu_time_millis_training: 334.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6439.9562, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.066, scimark_benchmark: 1262.296, usercpu_time_millis: 327.909, usercpu_time_millis_testing: 7.136, usercpu_time_millis_training: 320.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.9858, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0019, root_relative_squared_error: 0.0053, scimark_benchmark: 1279.8672, usercpu_time_millis: 21.288, usercpu_time_millis_testing: 1.531, usercpu_time_millis_training: 19.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6550.5371, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.0791, scimark_benchmark: 1269.344, usercpu_time_millis: 155.171, usercpu_time_millis_testing: 6.911, usercpu_time_millis_training: 148.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.6315, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.0678, scimark_benchmark: 1274.9065, usercpu_time_millis: 129.069, usercpu_time_millis_testing: 2.825, usercpu_time_millis_training: 126.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6578.5922, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0041, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0038, root_relative_squared_error: 0.0106, scimark_benchmark: 1291.9632, usercpu_time_millis: 267.929, usercpu_time_millis_testing: 4.518, usercpu_time_millis_training: 263.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6727, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1294.9941, usercpu_time_millis: 361.656, usercpu_time_millis_testing: 5.358, usercpu_time_millis_training: 356.298,

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

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Download this task directly in your environment and automatically upload your results

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

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