Task
Supervised Classification on banknote-authentication

Supervised Classification on banknote-authentication

Task 145834 Supervised Classification banknote-authentication 43621 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1324.1645, usercpu_time_millis: 0.076, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9432, kappa: 0.8853, kb_relative_information_score: 1133.8739, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9437, predictive_accuracy: 0.9431, prior_entropy: 0.9912, recall: 0.9431, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.226, root_relative_squared_error: 0.4548, scimark_benchmark: 1328.7153, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1326.9188, usercpu_time_millis: 0.069, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1309.726, usercpu_time_millis: 0.081, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1308.4563, usercpu_time_millis: 0.076, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1299.353, usercpu_time_millis: 0.065, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1302.1461, usercpu_time_millis: 0.078, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1303.692, usercpu_time_millis: 0.069, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1300.4329, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.068,
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: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1328.5118, usercpu_time_millis: 0.079, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1323.9436, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.146,
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: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1315.1598, usercpu_time_millis: 0.162, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1318.3784, usercpu_time_millis: 0.078, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1322.8525, usercpu_time_millis: 0.067, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1264.9458, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1297.5508, usercpu_time_millis: 0.075, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1310.0762, usercpu_time_millis: 0.075, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1267.9262, usercpu_time_millis: 0.085, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1304.6218, usercpu_time_millis: 0.067, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.8957, kappa: 0.7881, kb_relative_information_score: 926.0544, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8994, predictive_accuracy: 0.8965, prior_entropy: 0.9912, recall: 0.8965, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.6061, scimark_benchmark: 1316.3524, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1281.8413, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1294.7495, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1311.0644, usercpu_time_millis: 0.079, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1270.0406, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1310.2588, usercpu_time_millis: 0.082, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1273.9434, usercpu_time_millis: 0.068, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9367, kappa: 0.872, kb_relative_information_score: 1106.0326, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9372, predictive_accuracy: 0.9366, prior_entropy: 0.9912, recall: 0.9366, relative_absolute_error: 0.2135, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.4793, scimark_benchmark: 1305.5707, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1282.5409, usercpu_time_millis: 0.075, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1289.1789, usercpu_time_millis: 0.072, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1299.1348, usercpu_time_millis: 0.073, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.8532, kappa: 0.7041, kb_relative_information_score: 742.9384, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8555, predictive_accuracy: 0.8528, prior_entropy: 0.9912, recall: 0.8528, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7095, scimark_benchmark: 1313.0939, usercpu_time_millis: 0.074, usercpu_time_millis_testing: 0.017, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1315.6826, usercpu_time_millis: 0.076, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.8934, kappa: 0.7835, kb_relative_information_score: 917.0716, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8975, predictive_accuracy: 0.8943, prior_entropy: 0.9912, recall: 0.8943, relative_absolute_error: 0.3668, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6116, scimark_benchmark: 1263.0146, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.074,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3966, kb_relative_information_score: 0.0263, mean_absolute_error: 0.4939, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.3085, predictive_accuracy: 0.5554, prior_entropy: 0.9912, recall: 0.5554, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4969, root_relative_squared_error: 1, scimark_benchmark: 1320.2229, usercpu_time_millis: 0.068, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9723, kappa: 0.9441, kb_relative_information_score: 1285.6105, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9727, predictive_accuracy: 0.9723, prior_entropy: 0.9912, recall: 0.9723, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1279, root_relative_squared_error: 0.2573, scimark_benchmark: 1329.2263, usercpu_time_millis: 1.133, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9738, kappa: 0.947, kb_relative_information_score: 1290.3222, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9742, predictive_accuracy: 0.9738, prior_entropy: 0.9912, recall: 0.9738, relative_absolute_error: 0.0626, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.124, root_relative_squared_error: 0.2495, scimark_benchmark: 1257.3502, usercpu_time_millis: 1.04, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9216, kappa: 0.8408, kb_relative_information_score: 1062.4738, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9322, predictive_accuracy: 0.9227, prior_entropy: 0.9912, recall: 0.9227, relative_absolute_error: 0.2404, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.4557, scimark_benchmark: 1316.5719, usercpu_time_millis: 6.124, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 6.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8307, f_measure: 0.79, kappa: 0.5739, kb_relative_information_score: 426.0111, mean_absolute_error: 0.3618, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7993, predictive_accuracy: 0.7937, prior_entropy: 0.9912, recall: 0.7937, relative_absolute_error: 0.7327, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4158, root_relative_squared_error: 0.8367, scimark_benchmark: 1270.5018, usercpu_time_millis: 5.903, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 5.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9629, kappa: 0.9253, kb_relative_information_score: 1238.9265, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9653, predictive_accuracy: 0.9628, prior_entropy: 0.9912, recall: 0.9628, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.3532, scimark_benchmark: 1277.81, usercpu_time_millis: 4.686, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 4.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8548, kappa: 0.7075, kb_relative_information_score: 821.9522, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8882, predictive_accuracy: 0.8601, prior_entropy: 0.9912, recall: 0.8601, relative_absolute_error: 0.4219, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.6108, scimark_benchmark: 1282.4368, usercpu_time_millis: 5.64, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 5.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9891, kappa: 0.9779, kb_relative_information_score: 1326.5019, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9891, predictive_accuracy: 0.9891, prior_entropy: 0.9912, recall: 0.9891, relative_absolute_error: 0.0364, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.1737, scimark_benchmark: 1300.4955, usercpu_time_millis: 0.563, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1367.1212, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0145, scimark_benchmark: 1293.0909, usercpu_time_millis: 0.463, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9898, kappa: 0.9794, kb_relative_information_score: 1323.1331, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9912, recall: 0.9898, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.1844, scimark_benchmark: 1299.6334, usercpu_time_millis: 0.456, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7845, f_measure: 0.6963, kappa: 0.3907, kb_relative_information_score: 394.0145, mean_absolute_error: 0.3611, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.7238, predictive_accuracy: 0.7099, prior_entropy: 0.9912, recall: 0.7099, relative_absolute_error: 0.7312, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.8524, scimark_benchmark: 1317.5549, usercpu_time_millis: 2.061, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 2.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.933, kappa: 0.8645, kb_relative_information_score: 1130.9368, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9332, predictive_accuracy: 0.9329, prior_entropy: 0.9912, recall: 0.9329, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.4249, scimark_benchmark: 1318.0057, usercpu_time_millis: 4.154, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 4.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 1321.4358, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9859, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.2066, scimark_benchmark: 1299.6067, usercpu_time_millis: 4.976, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 4.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.8459, kappa: 0.6924, kb_relative_information_score: 858.253, mean_absolute_error: 0.1913, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.856, predictive_accuracy: 0.8455, prior_entropy: 0.9912, recall: 0.8455, relative_absolute_error: 0.3872, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.6648, scimark_benchmark: 1284.0809, usercpu_time_millis: 4.668, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 4.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9876, kappa: 0.9749, kb_relative_information_score: 1319.8157, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9877, predictive_accuracy: 0.9876, prior_entropy: 0.9912, recall: 0.9876, relative_absolute_error: 0.0409, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.19, scimark_benchmark: 1262.5797, usercpu_time_millis: 0.456, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9636, kappa: 0.9264, kb_relative_information_score: 1250.7155, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9638, predictive_accuracy: 0.9636, prior_entropy: 0.9912, recall: 0.9636, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.305, scimark_benchmark: 1306.2462, usercpu_time_millis: 1.388, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9657, kappa: 0.9305, kb_relative_information_score: 1071.5736, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9658, predictive_accuracy: 0.9657, prior_entropy: 0.9912, recall: 0.9657, relative_absolute_error: 0.2392, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.4334, scimark_benchmark: 1333.4567, usercpu_time_millis: 1.145, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9156, kappa: 0.832, kb_relative_information_score: 1133.1316, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.929, predictive_accuracy: 0.9155, prior_entropy: 0.9912, recall: 0.9155, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.4982, scimark_benchmark: 1298.7252, usercpu_time_millis: 6.011, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 5.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9359, kappa: 0.8703, kb_relative_information_score: 1140.6098, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.936, predictive_accuracy: 0.9359, prior_entropy: 0.9912, recall: 0.9359, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.42, scimark_benchmark: 1335.7545, usercpu_time_millis: 1.842, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 1.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9905, kappa: 0.9808, kb_relative_information_score: 1327.5915, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 0.9912, recall: 0.9905, relative_absolute_error: 0.0359, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0823, root_relative_squared_error: 0.1656, scimark_benchmark: 1300.0206, usercpu_time_millis: 0.559, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 1352.2182, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9912, recall: 0.9993, relative_absolute_error: 0.0175, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0431, root_relative_squared_error: 0.0867, scimark_benchmark: 1326.411, usercpu_time_millis: 1.242, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1367.6425, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0083, root_relative_squared_error: 0.0167, scimark_benchmark: 1309.9816, usercpu_time_millis: 0.51, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1359.1187, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0121, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0274, root_relative_squared_error: 0.0551, scimark_benchmark: 1333.0023, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.757,
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: 1, kappa: 1, kb_relative_information_score: 1364.2836, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9912, recall: 1, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0526, scimark_benchmark: 1332.0693, usercpu_time_millis: 4.256, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 4.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9869, kappa: 0.9735, kb_relative_information_score: 1289.7931, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9871, predictive_accuracy: 0.9869, prior_entropy: 0.9912, recall: 0.9869, relative_absolute_error: 0.0675, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.114, root_relative_squared_error: 0.2294, scimark_benchmark: 1335.3761, usercpu_time_millis: 0.9, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9993, kappa: 0.9985, kb_relative_information_score: 1339.6464, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9993, predictive_accuracy: 0.9993, prior_entropy: 0.9912, recall: 0.9993, relative_absolute_error: 0.0298, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0524, root_relative_squared_error: 0.1055, scimark_benchmark: 1332.4496, usercpu_time_millis: 0.621, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.7492, kappa: 0.5082, kb_relative_information_score: 500.9296, mean_absolute_error: 0.3238, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8372, predictive_accuracy: 0.7697, prior_entropy: 0.9912, recall: 0.7697, relative_absolute_error: 0.6557, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.778, scimark_benchmark: 1330.8531, usercpu_time_millis: 5.134, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 5.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.952, kappa: 0.9036, kb_relative_information_score: 1231.0771, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9566, predictive_accuracy: 0.9519, prior_entropy: 0.9912, recall: 0.9519, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.3721, scimark_benchmark: 1303.4121, usercpu_time_millis: 6.361, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 6.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.867, kappa: 0.7392, kb_relative_information_score: 994.6773, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8978, predictive_accuracy: 0.8673, prior_entropy: 0.9912, recall: 0.8673, relative_absolute_error: 0.2768, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.2887, root_relative_squared_error: 0.5811, scimark_benchmark: 1328.7801, usercpu_time_millis: 5.729, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 5.644,

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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From your own software

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

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