OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 145953 Supervised Classification kr-vs-kp 96152 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1812.7991, usercpu_time_millis: 0.761, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 0.578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9468, kappa: 0.8933, kb_relative_information_score: 2493.9889, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.947, predictive_accuracy: 0.9468, prior_entropy: 0.9986, recall: 0.9468, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.4032, scimark_benchmark: 1935.8329, usercpu_time_millis: 1.352, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 1.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1751.5974, usercpu_time_millis: 0.705, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1751.1352, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8507, kappa: 0.7039, kb_relative_information_score: 245.8533, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8765, predictive_accuracy: 0.8539, prior_entropy: 0.9986, recall: 0.8539, relative_absolute_error: 0.9429, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4723, root_relative_squared_error: 0.9455, scimark_benchmark: 1879.1835, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1754.4555, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1874.3338, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9389, kappa: 0.8775, kb_relative_information_score: 2183.4432, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.94, predictive_accuracy: 0.939, prior_entropy: 0.9986, recall: 0.939, relative_absolute_error: 0.3647, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.486, scimark_benchmark: 2116.37, usercpu_time_millis: 0.868, usercpu_time_millis_testing: 0.142, usercpu_time_millis_training: 0.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2370.8533, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9483, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2977, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.431, scimark_benchmark: 1873.3476, usercpu_time_millis: 1.044, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9559, kappa: 0.9116, kb_relative_information_score: 2616.2083, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9559, predictive_accuracy: 0.9559, prior_entropy: 0.9986, recall: 0.9559, relative_absolute_error: 0.2069, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.3731, scimark_benchmark: 1745.6183, usercpu_time_millis: 1.678, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 1.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9556, kappa: 0.911, kb_relative_information_score: 2652.986, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9556, predictive_accuracy: 0.9556, prior_entropy: 0.9986, recall: 0.9556, relative_absolute_error: 0.1931, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.3653, scimark_benchmark: 1878.3496, usercpu_time_millis: 1.891, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 1.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.9017, kappa: 0.8032, kb_relative_information_score: 611.1329, mean_absolute_error: 0.4254, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9088, predictive_accuracy: 0.9024, prior_entropy: 0.9986, recall: 0.9024, relative_absolute_error: 0.8525, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4305, root_relative_squared_error: 0.8618, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.668, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1847.7104, usercpu_time_millis: 0.754, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1836.4512, usercpu_time_millis: 0.859, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1926.2798, usercpu_time_millis: 0.653, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1279.6298, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.6615, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3525, root_relative_squared_error: 0.7057, scimark_benchmark: 1849.4564, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2360.6319, mean_absolute_error: 0.1505, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.3016, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.4353, scimark_benchmark: 1834.9524, usercpu_time_millis: 1.252, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 1.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1812.4122, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 0.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9571, kappa: 0.9141, kb_relative_information_score: 2634.5892, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9572, predictive_accuracy: 0.9571, prior_entropy: 0.9986, recall: 0.9571, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.3696, scimark_benchmark: 1849.5133, usercpu_time_millis: 1.63, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 1.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1944.1914, usercpu_time_millis: 0.656, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1840.2047, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 2176.4806, usercpu_time_millis: 0.582, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 0.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1842.2877, usercpu_time_millis: 0.646, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1939.0641, usercpu_time_millis: 0.669, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1819.0379, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1794.724, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1824.0168, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1828.5788, usercpu_time_millis: 1.014, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 0.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8022, kappa: 0.6128, kb_relative_information_score: 226.9136, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8506, predictive_accuracy: 0.8098, prior_entropy: 0.9986, recall: 0.8098, relative_absolute_error: 0.9484, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4745, root_relative_squared_error: 0.9499, scimark_benchmark: 1837.4811, usercpu_time_millis: 1.761, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 1.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1779.2951, usercpu_time_millis: 0.89, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9587, kappa: 0.9172, kb_relative_information_score: 2704.2338, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9587, predictive_accuracy: 0.9587, prior_entropy: 0.9986, recall: 0.9587, relative_absolute_error: 0.1737, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.355, scimark_benchmark: 1798.9729, usercpu_time_millis: 3.137, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 2.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1743.7117, usercpu_time_millis: 0.8, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 0.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1813.6284, usercpu_time_millis: 0.671, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1767.3785, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 0.523,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9596, kappa: 0.9191, kb_relative_information_score: 2719.6713, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9597, predictive_accuracy: 0.9596, prior_entropy: 0.9986, recall: 0.9596, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3507, scimark_benchmark: 1741.4581, usercpu_time_millis: 2.796, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 2.609,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1984.5215, usercpu_time_millis: 0.634, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1776.1875, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1842.6346, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9675, kappa: 0.9348, kb_relative_information_score: 2822.0909, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9675, predictive_accuracy: 0.9675, prior_entropy: 0.9986, recall: 0.9675, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.3285, scimark_benchmark: 1784.1396, usercpu_time_millis: 4.687, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 4.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1765.9761, usercpu_time_millis: 0.705, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9502, kappa: 0.9002, kb_relative_information_score: 2412.5859, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9503, predictive_accuracy: 0.9503, prior_entropy: 0.9986, recall: 0.9503, relative_absolute_error: 0.2819, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4212, scimark_benchmark: 1761.7979, usercpu_time_millis: 1.147, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 0.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9546, kappa: 0.909, kb_relative_information_score: 2681.187, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9547, predictive_accuracy: 0.9546, prior_entropy: 0.9986, recall: 0.9546, relative_absolute_error: 0.1824, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3602, scimark_benchmark: 1767.001, usercpu_time_millis: 2.824, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 2.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1756.5031, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1758.1954, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.177, usercpu_time_millis_training: 0.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1854.5239, usercpu_time_millis: 0.672, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1760.8758, usercpu_time_millis: 0.708, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 0.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1844.9233, usercpu_time_millis: 0.662, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 0.497,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1762.9787, usercpu_time_millis: 0.912, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 0.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1810.8389, usercpu_time_millis: 0.773, usercpu_time_millis_testing: 0.187, usercpu_time_millis_training: 0.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9637, kappa: 0.9273, kb_relative_information_score: 2791.2989, mean_absolute_error: 0.0704, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 0.9986, recall: 0.9637, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.3346, scimark_benchmark: 1779.5144, usercpu_time_millis: 5.579, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 5.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2807.2739, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.3325, scimark_benchmark: 1809.6336, usercpu_time_millis: 3.58, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 3.405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1881.9828, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.9014, kappa: 0.8026, kb_relative_information_score: 871.3621, mean_absolute_error: 0.3894, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9084, predictive_accuracy: 0.9021, prior_entropy: 0.9986, recall: 0.9021, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4005, root_relative_squared_error: 0.8017, scimark_benchmark: 1738.9183, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 0.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 2726.1785, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 0.9986, recall: 0.9618, relative_absolute_error: 0.1655, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3492, scimark_benchmark: 1879.2533, usercpu_time_millis: 2.287, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1835.2714, usercpu_time_millis: 0.666, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1878.1423, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 0.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1925.7487, usercpu_time_millis: 0.65, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 0.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1844.3677, usercpu_time_millis: 0.681, usercpu_time_millis_testing: 0.17, usercpu_time_millis_training: 0.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1877.6143, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 0.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9578, kappa: 0.9153, kb_relative_information_score: 2693.329, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.9986, recall: 0.9578, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.3573, scimark_benchmark: 1753.245, usercpu_time_millis: 2.815, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 2.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1752.6932, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 0.524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9357, kappa: 0.8712, kb_relative_information_score: 936.0343, mean_absolute_error: 0.3812, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9368, predictive_accuracy: 0.9359, prior_entropy: 0.9986, recall: 0.9359, relative_absolute_error: 0.7639, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.7841, scimark_benchmark: 2124.9843, usercpu_time_millis: 0.604, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 0.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.925, kappa: 0.8496, kb_relative_information_score: 945.3466, mean_absolute_error: 0.3792, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9276, predictive_accuracy: 0.9252, prior_entropy: 0.9986, recall: 0.9252, relative_absolute_error: 0.7599, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.7842, scimark_benchmark: 1928.1582, usercpu_time_millis: 0.655, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9361, kappa: 0.8718, kb_relative_information_score: 1201.6156, mean_absolute_error: 0.3423, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9369, predictive_accuracy: 0.9362, prior_entropy: 0.9986, recall: 0.9362, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.7203, scimark_benchmark: 1750.0715, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.574,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs