Task
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 145857 Supervised Classification phoneme 102354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7898, f_measure: 0.585, kb_relative_information_score: 287.2074, mean_absolute_error: 0.3949, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9523, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4358, root_relative_squared_error: 0.957, scimark_benchmark: 1343.5393, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.7092, kappa: 0.2702, kb_relative_information_score: 1063.8367, mean_absolute_error: 0.3325, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7085, predictive_accuracy: 0.7308, prior_entropy: 0.8733, recall: 0.7308, relative_absolute_error: 0.8018, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8753, scimark_benchmark: 1342.3866, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1344.6138, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1344.6405, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.6982, kappa: 0.2397, kb_relative_information_score: 991.511, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.701, predictive_accuracy: 0.7271, prior_entropy: 0.8733, recall: 0.7271, relative_absolute_error: 0.8174, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4002, root_relative_squared_error: 0.8788, scimark_benchmark: 1330.3152, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1347.2063, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7137, kappa: 0.2818, kb_relative_information_score: 1052.5216, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7134, predictive_accuracy: 0.7346, prior_entropy: 0.8733, recall: 0.7346, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.399, root_relative_squared_error: 0.8762, scimark_benchmark: 1354.1984, usercpu_time_millis: 0.334, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.6396, kappa: 0.1054, kb_relative_information_score: 709.5324, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7001, predictive_accuracy: 0.72, prior_entropy: 0.8733, recall: 0.72, relative_absolute_error: 0.8745, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4108, root_relative_squared_error: 0.902, scimark_benchmark: 1346.5476, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.0496, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7244, kappa: 0.3116, kb_relative_information_score: 1152.3805, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7224, predictive_accuracy: 0.7402, prior_entropy: 0.8733, recall: 0.7402, relative_absolute_error: 0.7824, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1341.3059, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.5883, kappa: 0.0064, kb_relative_information_score: 453.7309, mean_absolute_error: 0.3821, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7346, predictive_accuracy: 0.7076, prior_entropy: 0.8733, recall: 0.7076, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4253, root_relative_squared_error: 0.934, scimark_benchmark: 1331.9149, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1297.2811, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7372, kappa: 0.348, kb_relative_information_score: 1253.5508, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7342, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7593, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1350.7468, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1331.8949, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1335.0026, usercpu_time_millis: 0.144, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1338.1739, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1347.1285, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1344.4491, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, f_measure: 0.6007, kappa: 0.0221, kb_relative_information_score: 616.8989, mean_absolute_error: 0.3693, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6323, predictive_accuracy: 0.7041, prior_entropy: 0.8733, recall: 0.7041, relative_absolute_error: 0.8904, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4159, root_relative_squared_error: 0.9132, scimark_benchmark: 1345.5486, usercpu_time_millis: 0.204, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1347.4929, usercpu_time_millis: 0.418, usercpu_time_millis_testing: 0.243, usercpu_time_millis_training: 0.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7376, kappa: 0.3492, kb_relative_information_score: 1257.8751, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7346, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7584, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1347.4726, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7323, kappa: 0.3338, kb_relative_information_score: 1214.2924, mean_absolute_error: 0.3187, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7296, predictive_accuracy: 0.745, prior_entropy: 0.8733, recall: 0.745, relative_absolute_error: 0.7686, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1350.0615, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7336, kappa: 0.3378, kb_relative_information_score: 1228.7694, mean_absolute_error: 0.3173, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7307, predictive_accuracy: 0.7456, prior_entropy: 0.8733, recall: 0.7456, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1355.4463, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7306, kappa: 0.329, kb_relative_information_score: 1200.6388, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.728, predictive_accuracy: 0.7439, prior_entropy: 0.8733, recall: 0.7439, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1352.255, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1274.2067, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1353.6454, usercpu_time_millis: 0.174, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1343.2111, usercpu_time_millis: 0.142, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1339.6654, usercpu_time_millis: 0.313, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.5854, kappa: 0.0009, kb_relative_information_score: 399.9784, mean_absolute_error: 0.3863, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7927, predictive_accuracy: 0.7067, prior_entropy: 0.8733, recall: 0.7067, relative_absolute_error: 0.9315, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.9411, scimark_benchmark: 1345.0657, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8099, f_measure: 0.6582, kappa: 0.1403, kb_relative_information_score: 782.7863, mean_absolute_error: 0.3563, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.679, predictive_accuracy: 0.7158, prior_entropy: 0.8733, recall: 0.7158, relative_absolute_error: 0.8592, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8954, scimark_benchmark: 1342.5334, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1328.5276, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1345.119, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1317.7204, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3499, kb_relative_information_score: 1256.4544, mean_absolute_error: 0.3146, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7349, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7586, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1329.1104, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7309, kappa: 0.3301, kb_relative_information_score: 1209.3344, mean_absolute_error: 0.3191, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7282, predictive_accuracy: 0.7439, prior_entropy: 0.8733, recall: 0.7439, relative_absolute_error: 0.7695, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1344.968, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.6576, kappa: 0.1402, kb_relative_information_score: 786.526, mean_absolute_error: 0.3563, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6846, predictive_accuracy: 0.7184, prior_entropy: 0.8733, recall: 0.7184, relative_absolute_error: 0.8591, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4073, root_relative_squared_error: 0.8945, scimark_benchmark: 1324.6689, usercpu_time_millis: 0.152, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.729, kappa: 0.3246, kb_relative_information_score: 1182.1977, mean_absolute_error: 0.3216, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7266, predictive_accuracy: 0.743, prior_entropy: 0.8733, recall: 0.743, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1338.1335, usercpu_time_millis: 0.218, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1275.3979, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7543, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1322.9268, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1323.4656, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7322, kappa: 0.3339, kb_relative_information_score: 1219.1174, mean_absolute_error: 0.3182, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7294, predictive_accuracy: 0.7446, prior_entropy: 0.8733, recall: 0.7446, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1325.127, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7291, kappa: 0.325, kb_relative_information_score: 1193.3094, mean_absolute_error: 0.3206, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7265, predictive_accuracy: 0.7428, prior_entropy: 0.8733, recall: 0.7428, relative_absolute_error: 0.773, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1346.8252, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7364, kappa: 0.3455, kb_relative_information_score: 1241.4944, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7335, predictive_accuracy: 0.7476, prior_entropy: 0.8733, recall: 0.7476, relative_absolute_error: 0.7621, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1350.9638, usercpu_time_millis: 0.167, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1350.239, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7217, kappa: 0.304, kb_relative_information_score: 1125.2139, mean_absolute_error: 0.3269, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.72, predictive_accuracy: 0.7387, prior_entropy: 0.8733, recall: 0.7387, relative_absolute_error: 0.7883, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3977, root_relative_squared_error: 0.8734, scimark_benchmark: 1348.1434, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.6463, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7166, kappa: 0.2902, kb_relative_information_score: 1104.0945, mean_absolute_error: 0.3289, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7153, predictive_accuracy: 0.7354, prior_entropy: 0.8733, recall: 0.7354, relative_absolute_error: 0.7932, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.8738, scimark_benchmark: 1349.5544, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1335.2736, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7355, kappa: 0.3431, kb_relative_information_score: 1238.9677, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7326, predictive_accuracy: 0.7469, prior_entropy: 0.8733, recall: 0.7469, relative_absolute_error: 0.7626, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1335.1648, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.138,
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: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1341.2292, usercpu_time_millis: 0.135, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1339.7826, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.7028, kappa: 0.2524, kb_relative_information_score: 999.2537, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7038, predictive_accuracy: 0.7283, prior_entropy: 0.8733, recall: 0.7283, relative_absolute_error: 0.8153, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4002, root_relative_squared_error: 0.8788, scimark_benchmark: 1335.0452, usercpu_time_millis: 0.142, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1327.7001, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7162, kappa: 0.2886, kb_relative_information_score: 1072.0715, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7153, predictive_accuracy: 0.7358, prior_entropy: 0.8733, recall: 0.7358, relative_absolute_error: 0.7997, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8754, scimark_benchmark: 1331.7372, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1323.7237, usercpu_time_millis: 0.158, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1314.4789, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1274.7214, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7545, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1334.3441, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.585, kb_relative_information_score: 249.9221, mean_absolute_error: 0.3973, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4378, root_relative_squared_error: 0.9614, scimark_benchmark: 1338.901, usercpu_time_millis: 0.394, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 0.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1277.497, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7538, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1317.2801, usercpu_time_millis: 0.329, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1333.2377, usercpu_time_millis: 0.167, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1368.2415, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7375, kappa: 0.3491, kb_relative_information_score: 1260.6747, mean_absolute_error: 0.3143, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7345, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7578, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1359.1945, usercpu_time_millis: 0.162, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3499, kb_relative_information_score: 1256.0622, mean_absolute_error: 0.3147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7349, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7587, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1349.0193, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1346.1791, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1349.0005, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1350.9695, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1324.1057, usercpu_time_millis: 0.156, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.8722, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1346.6857, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1336.6046, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1348.8722, usercpu_time_millis: 0.368, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 0.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5456, f_measure: 0.585, kb_relative_information_score: 0.6981, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4553, root_relative_squared_error: 0.9999, scimark_benchmark: 1333.312, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7967, f_measure: 0.5891, kappa: 0.0081, kb_relative_information_score: 484.3469, mean_absolute_error: 0.3797, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7446, predictive_accuracy: 0.708, prior_entropy: 0.8733, recall: 0.708, relative_absolute_error: 0.9156, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4234, root_relative_squared_error: 0.9298, scimark_benchmark: 1336.1421, usercpu_time_millis: 0.206, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1323.4851, usercpu_time_millis: 0.306, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1331.6119, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.073, usercpu_time_millis_training: 0.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1329.5172, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1329.6373, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, f_measure: 0.585, kb_relative_information_score: 205.4779, mean_absolute_error: 0.401, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9669, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4414, root_relative_squared_error: 0.9694, scimark_benchmark: 1344.2828, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1323.8447, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1344.915, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1353.3634, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1327.9202, usercpu_time_millis: 0.15, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.6751, kappa: 0.1805, kb_relative_information_score: 846.9481, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6918, predictive_accuracy: 0.7226, prior_entropy: 0.8733, recall: 0.7226, relative_absolute_error: 0.8469, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4049, root_relative_squared_error: 0.8892, scimark_benchmark: 1324.4803, usercpu_time_millis: 0.164, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.827, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1347.1967, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.084,
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: 0.8087, f_measure: 0.585, kb_relative_information_score: 62.695, mean_absolute_error: 0.4105, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9897, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4508, root_relative_squared_error: 0.99, scimark_benchmark: 1324.2696, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1347.7097, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1277.6264, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7538, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1345.5792, usercpu_time_millis: 0.349, usercpu_time_millis_testing: 0.127, usercpu_time_millis_training: 0.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1336.4073, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7379, kappa: 0.3502, kb_relative_information_score: 1264.2906, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7348, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7569, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1316.9726, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.349, kb_relative_information_score: 1263.4563, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7344, predictive_accuracy: 0.7478, prior_entropy: 0.8733, recall: 0.7478, relative_absolute_error: 0.7571, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1347.5749, usercpu_time_millis: 0.229, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1343.6827, usercpu_time_millis: 0.387, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.714, kappa: 0.2826, kb_relative_information_score: 1060.9706, mean_absolute_error: 0.3327, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7134, predictive_accuracy: 0.7345, prior_entropy: 0.8733, recall: 0.7345, relative_absolute_error: 0.8022, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.8757, scimark_benchmark: 1317.779, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7247, kappa: 0.3123, kb_relative_information_score: 1149.1783, mean_absolute_error: 0.3248, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7227, predictive_accuracy: 0.7406, prior_entropy: 0.8733, recall: 0.7406, relative_absolute_error: 0.7831, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1347.9587, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1342.9573, usercpu_time_millis: 0.137, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7294, kappa: 0.3259, kb_relative_information_score: 1200.1735, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7268, predictive_accuracy: 0.743, prior_entropy: 0.8733, recall: 0.743, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1323.9266, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1330.9446, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1362.2532, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1358.9041, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7339, kappa: 0.3386, kb_relative_information_score: 1231.0324, mean_absolute_error: 0.3171, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.731, predictive_accuracy: 0.7457, prior_entropy: 0.8733, recall: 0.7457, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1343.4006, usercpu_time_millis: 0.15, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.095,

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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