Task
Supervised Classification on pc4

Supervised Classification on pc4

Task 3902 Supervised Classification pc4 112802 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.8887, kappa: 0.4618, kb_relative_information_score: 238.4078, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8857, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.8508, scimark_benchmark: 1871.2729, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8831, kappa: 0.3932, kb_relative_information_score: 158.3069, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8845, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8231, scimark_benchmark: 1868.0738, usercpu_time_millis: 0.383, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8784, kappa: 0.353, kb_relative_information_score: 101.4985, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8897, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.27, root_relative_squared_error: 0.8249, scimark_benchmark: 1849.0023, usercpu_time_millis: 0.467, usercpu_time_millis_testing: 0.313, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8777, kappa: 0.3464, kb_relative_information_score: 83.2161, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.7165, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8267, scimark_benchmark: 1853.2181, usercpu_time_millis: 0.434, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 0.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 291.7976, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.8791, scimark_benchmark: 1747.4929, usercpu_time_millis: 0.403, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.8854, kappa: 0.4115, kb_relative_information_score: 171.983, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8848, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6622, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8238, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.36, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8882, kappa: 0.4418, kb_relative_information_score: 210.6302, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.885, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6374, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.8359, scimark_benchmark: 1755.4795, usercpu_time_millis: 0.409, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8768, kappa: 0.3504, kb_relative_information_score: 128.3902, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8818, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8234, scimark_benchmark: 1845.8794, usercpu_time_millis: 0.47, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 0.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8778, kappa: 0.3507, kb_relative_information_score: 111.7207, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8881, predictive_accuracy: 0.8999, prior_entropy: 0.5368, recall: 0.8999, relative_absolute_error: 0.7011, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8236, scimark_benchmark: 1753.6457, usercpu_time_millis: 0.438, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.8818, kappa: 0.4505, kb_relative_information_score: 372.4243, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8822, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3177, root_relative_squared_error: 0.9706, scimark_benchmark: 1870.8348, usercpu_time_millis: 0.349, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.8848, kappa: 0.4179, kb_relative_information_score: 199.8697, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8817, predictive_accuracy: 0.8957, prior_entropy: 0.5368, recall: 0.8957, relative_absolute_error: 0.6446, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.8314, scimark_benchmark: 1871.4349, usercpu_time_millis: 0.366, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8831, kappa: 0.3932, kb_relative_information_score: 158.3069, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8845, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8231, scimark_benchmark: 1853.2181, usercpu_time_millis: 0.41, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 262.4327, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.609, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8617, scimark_benchmark: 1872.4863, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8891, f_measure: 0.8853, kappa: 0.4129, kb_relative_information_score: 180.0324, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8841, predictive_accuracy: 0.8985, prior_entropy: 0.5368, recall: 0.8985, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.8254, scimark_benchmark: 1862.2034, usercpu_time_millis: 0.406, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8861, kappa: 0.4124, kb_relative_information_score: 164.7833, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8866, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.6676, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8233, scimark_benchmark: 1875.8543, usercpu_time_millis: 0.363, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8789, kappa: 0.3553, kb_relative_information_score: 105.4462, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8913, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.7044, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.8249, scimark_benchmark: 1877.8658, usercpu_time_millis: 0.39, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8831, kappa: 0.3932, kb_relative_information_score: 158.3069, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8845, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8231, scimark_benchmark: 1749.7159, usercpu_time_millis: 0.402, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.8818, kappa: 0.4505, kb_relative_information_score: 372.4243, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8822, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3177, root_relative_squared_error: 0.9706, scimark_benchmark: 1845.9861, usercpu_time_millis: 0.429, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 0.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8861, kappa: 0.4124, kb_relative_information_score: 164.7833, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8866, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.6676, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8233, scimark_benchmark: 1857.9467, usercpu_time_millis: 0.411, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 291.7976, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.8791, scimark_benchmark: 1882.4986, usercpu_time_millis: 0.353, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8773, kappa: 0.3505, kb_relative_information_score: 121.027, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8847, predictive_accuracy: 0.8985, prior_entropy: 0.5368, recall: 0.8985, relative_absolute_error: 0.6959, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8229, scimark_benchmark: 1888.7849, usercpu_time_millis: 0.385, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8772, kappa: 0.3441, kb_relative_information_score: 92.1453, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.891, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.7117, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.8258, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.391, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8861, kappa: 0.4124, kb_relative_information_score: 164.7833, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8866, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.6676, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8233, scimark_benchmark: 1861.8403, usercpu_time_millis: 0.39, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8784, kappa: 0.3629, kb_relative_information_score: 137.6446, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8814, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8237, scimark_benchmark: 1886.2029, usercpu_time_millis: 0.393, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8784, kappa: 0.353, kb_relative_information_score: 101.4985, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8897, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.27, root_relative_squared_error: 0.8249, scimark_benchmark: 1894.3158, usercpu_time_millis: 0.385, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, f_measure: 0.8795, kappa: 0.3576, kb_relative_information_score: 96.8986, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.893, predictive_accuracy: 0.9019, prior_entropy: 0.5368, recall: 0.9019, relative_absolute_error: 0.7092, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.8253, scimark_benchmark: 1882.6259, usercpu_time_millis: 0.403, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8777, kappa: 0.3464, kb_relative_information_score: 83.2161, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.7165, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8267, scimark_benchmark: 1879.7115, usercpu_time_millis: 0.408, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, f_measure: 0.8795, kappa: 0.3576, kb_relative_information_score: 96.8986, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.893, predictive_accuracy: 0.9019, prior_entropy: 0.5368, recall: 0.9019, relative_absolute_error: 0.7092, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.8253, scimark_benchmark: 1888.2711, usercpu_time_millis: 0.38, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.8887, kappa: 0.4618, kb_relative_information_score: 238.4078, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8857, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.8508, scimark_benchmark: 1867.9913, usercpu_time_millis: 0.351, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8789, kappa: 0.3553, kb_relative_information_score: 105.4462, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8913, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.7044, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.8249, scimark_benchmark: 1852.4293, usercpu_time_millis: 0.469, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 0.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8882, kappa: 0.4418, kb_relative_information_score: 210.6302, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.885, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6374, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.8359, scimark_benchmark: 1900.2953, usercpu_time_millis: 0.367, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8777, kappa: 0.3464, kb_relative_information_score: 87.9575, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.8261, scimark_benchmark: 1903.347, usercpu_time_millis: 0.399, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.8887, kappa: 0.4618, kb_relative_information_score: 238.4078, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8857, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.8508, scimark_benchmark: 1858.8058, usercpu_time_millis: 0.397, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.8887, kappa: 0.4618, kb_relative_information_score: 238.4078, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8857, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.8508, scimark_benchmark: 1885.8006, usercpu_time_millis: 0.37, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8777, kappa: 0.3464, kb_relative_information_score: 87.9575, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.8261, scimark_benchmark: 1893.2689, usercpu_time_millis: 0.4, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 0.127,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8768, kappa: 0.3504, kb_relative_information_score: 128.3902, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8818, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8234, scimark_benchmark: 1855.1969, usercpu_time_millis: 0.428, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8777, kappa: 0.3464, kb_relative_information_score: 83.2161, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.7165, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8267, scimark_benchmark: 1850.6054, usercpu_time_millis: 0.449, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8831, kappa: 0.3932, kb_relative_information_score: 158.3069, mean_absolute_error: 0.1444, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8845, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6724, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8231, scimark_benchmark: 1865.4692, usercpu_time_millis: 0.403, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8784, kappa: 0.3629, kb_relative_information_score: 137.6446, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8814, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8237, scimark_benchmark: 1841.7235, usercpu_time_millis: 0.461, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8784, kappa: 0.3629, kb_relative_information_score: 137.6446, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8814, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8237, scimark_benchmark: 1848.6266, usercpu_time_millis: 0.439, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 262.4327, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.609, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8617, scimark_benchmark: 1842.7604, usercpu_time_millis: 0.449, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 0.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 291.7976, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.8791, scimark_benchmark: 1847.9885, usercpu_time_millis: 0.428, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.8818, kappa: 0.4505, kb_relative_information_score: 372.4243, mean_absolute_error: 0.1221, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8822, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3177, root_relative_squared_error: 0.9706, scimark_benchmark: 1845.4779, usercpu_time_millis: 0.417, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.8848, kappa: 0.4179, kb_relative_information_score: 199.8697, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8817, predictive_accuracy: 0.8957, prior_entropy: 0.5368, recall: 0.8957, relative_absolute_error: 0.6446, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2722, root_relative_squared_error: 0.8314, scimark_benchmark: 1851.921, usercpu_time_millis: 0.396, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8777, kappa: 0.3464, kb_relative_information_score: 83.2161, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8927, predictive_accuracy: 0.9012, prior_entropy: 0.5368, recall: 0.9012, relative_absolute_error: 0.7165, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8267, scimark_benchmark: 1850.5475, usercpu_time_millis: 0.474, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 0.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8768, kappa: 0.3504, kb_relative_information_score: 128.3902, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8818, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8234, scimark_benchmark: 1850.5475, usercpu_time_millis: 0.424, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 291.7976, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.8791, scimark_benchmark: 1849.4849, usercpu_time_millis: 0.428, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8816, kappa: 0.3816, kb_relative_information_score: 144.4844, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8846, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.681, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8232, scimark_benchmark: 1846.385, usercpu_time_millis: 0.462, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.879, kappa: 0.3573, kb_relative_information_score: 115.9785, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8891, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8235, scimark_benchmark: 1850.1395, usercpu_time_millis: 0.437, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 0.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 262.4327, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.609, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8617, scimark_benchmark: 1849.1322, usercpu_time_millis: 0.431, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.8854, kappa: 0.4115, kb_relative_information_score: 171.983, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8848, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6622, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8238, scimark_benchmark: 1830.7372, usercpu_time_millis: 0.452, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8768, kappa: 0.3504, kb_relative_information_score: 128.3902, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8818, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8234, scimark_benchmark: 1839.8026, usercpu_time_millis: 0.455, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 0.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 262.4327, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.609, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8617, scimark_benchmark: 1873.9908, usercpu_time_millis: 0.356, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.8854, kappa: 0.4115, kb_relative_information_score: 171.983, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8848, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.6622, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8238, scimark_benchmark: 1859.9578, usercpu_time_millis: 0.399, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8784, kappa: 0.353, kb_relative_information_score: 101.4985, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8897, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.27, root_relative_squared_error: 0.8249, scimark_benchmark: 1870.932, usercpu_time_millis: 0.381, usercpu_time_millis_testing: 0.264, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8773, kappa: 0.3505, kb_relative_information_score: 121.027, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8847, predictive_accuracy: 0.8985, prior_entropy: 0.5368, recall: 0.8985, relative_absolute_error: 0.6959, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8229, scimark_benchmark: 1847.3472, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8826, kappa: 0.4549, kb_relative_information_score: 262.4327, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8832, predictive_accuracy: 0.882, prior_entropy: 0.5368, recall: 0.882, relative_absolute_error: 0.609, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8617, scimark_benchmark: 1849.4563, usercpu_time_millis: 0.437, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 0.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7269, f_measure: 0.8818, kappa: 0.4505, kb_relative_information_score: 417.3431, mean_absolute_error: 0.1187, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8822, predictive_accuracy: 0.8813, prior_entropy: 0.5368, recall: 0.8813, relative_absolute_error: 0.5525, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.3445, root_relative_squared_error: 1.0522, scimark_benchmark: 1870.9768, usercpu_time_millis: 0.367, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.8863, kappa: 0.4256, kb_relative_information_score: 190.0654, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8835, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6506, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.8272, scimark_benchmark: 1868.705, usercpu_time_millis: 0.379, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8891, f_measure: 0.8853, kappa: 0.4129, kb_relative_information_score: 180.0324, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8841, predictive_accuracy: 0.8985, prior_entropy: 0.5368, recall: 0.8985, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.8254, scimark_benchmark: 1870.9126, usercpu_time_millis: 0.369, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.879, kappa: 0.3573, kb_relative_information_score: 115.9785, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8891, predictive_accuracy: 0.9005, prior_entropy: 0.5368, recall: 0.9005, relative_absolute_error: 0.6987, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8235, scimark_benchmark: 1863.9818, usercpu_time_millis: 0.384, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8879, f_measure: 0.8863, kappa: 0.4256, kb_relative_information_score: 190.0654, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8835, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6506, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.8272, scimark_benchmark: 1861.896, usercpu_time_millis: 0.395, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8784, kappa: 0.3629, kb_relative_information_score: 137.6446, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8814, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.8237, scimark_benchmark: 1863.6293, usercpu_time_millis: 0.405, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.8887, kappa: 0.4618, kb_relative_information_score: 238.4078, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8857, predictive_accuracy: 0.893, prior_entropy: 0.5368, recall: 0.893, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.8508, scimark_benchmark: 1866.3161, usercpu_time_millis: 0.343, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8816, kappa: 0.3816, kb_relative_information_score: 144.4844, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8846, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.681, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8232, scimark_benchmark: 1869.9351, usercpu_time_millis: 0.369, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8762, kappa: 0.3461, kb_relative_information_score: 124.4539, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.882, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6936, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8234, scimark_benchmark: 1869.4185, usercpu_time_millis: 0.394, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 0.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8816, kappa: 0.3816, kb_relative_information_score: 144.4844, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8846, predictive_accuracy: 0.8992, prior_entropy: 0.5368, recall: 0.8992, relative_absolute_error: 0.681, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8232, scimark_benchmark: 1861.3087, usercpu_time_millis: 0.369, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8768, kappa: 0.3504, kb_relative_information_score: 128.3902, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8818, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.8234, scimark_benchmark: 1871.4349, usercpu_time_millis: 0.398, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8774, kappa: 0.3546, kb_relative_information_score: 133.0674, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2148, number_of_instances: 1458, precision: 0.8816, predictive_accuracy: 0.8971, prior_entropy: 0.5368, recall: 0.8971, relative_absolute_error: 0.688, root_mean_prior_squared_error: 0.3274, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8233, scimark_benchmark: 1870.6721, usercpu_time_millis: 0.399, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.01,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs