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: 1323.4036, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.341,
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: 1304.9166, usercpu_time_millis: 0.73, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.357,
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: 1315.7155, usercpu_time_millis: 0.741, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.371,
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: 1331.5064, usercpu_time_millis: 0.706, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2529.3921, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9494, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.3929, scimark_benchmark: 1296.3363, usercpu_time_millis: 1.461, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 1.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1113.3025, mean_absolute_error: 0.355, 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: 0.7114, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.372, root_relative_squared_error: 0.7448, scimark_benchmark: 1303.7995, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 871.6182, mean_absolute_error: 0.3887, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8034, scimark_benchmark: 1297.1991, usercpu_time_millis: 0.738, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9675, kappa: 0.9348, kb_relative_information_score: 2814.6171, mean_absolute_error: 0.066, 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: 0.1322, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3313, scimark_benchmark: 1319.2035, usercpu_time_millis: 3.935, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 3.567,
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: 1304.8918, usercpu_time_millis: 0.78, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 2731.3618, mean_absolute_error: 0.0816, 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: 0.1635, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3491, scimark_benchmark: 1326.429, usercpu_time_millis: 2.373, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 2.013,
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: 1311.9203, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.344,
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: 1329.6615, usercpu_time_millis: 0.807, usercpu_time_millis_testing: 0.467, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9587, kappa: 0.9173, kb_relative_information_score: 2687.6267, mean_absolute_error: 0.0898, 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: 0.18, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1787, root_relative_squared_error: 0.3578, scimark_benchmark: 1318.3526, usercpu_time_millis: 2.32, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 1.895,
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: 1328.6624, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.335,
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: 1312.8324, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9584, kappa: 0.9166, kb_relative_information_score: 2669.2354, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9584, predictive_accuracy: 0.9584, prior_entropy: 0.9986, recall: 0.9584, relative_absolute_error: 0.1869, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.3619, scimark_benchmark: 1317.9089, usercpu_time_millis: 1.955, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 1.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9505, kappa: 0.9008, kb_relative_information_score: 2665.3996, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9507, predictive_accuracy: 0.9506, prior_entropy: 0.9986, recall: 0.9506, relative_absolute_error: 0.1881, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.3661, scimark_benchmark: 1300.2686, usercpu_time_millis: 3.216, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 2.854,
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: 1325.7772, usercpu_time_millis: 0.888, usercpu_time_millis_testing: 0.516, usercpu_time_millis_training: 0.372,
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: 1330.4726, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.346,
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: 1320.8719, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.339,
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: 1327.3659, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9603, kappa: 0.9204, kb_relative_information_score: 2693.7394, mean_absolute_error: 0.0886, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9603, predictive_accuracy: 0.9603, prior_entropy: 0.9986, recall: 0.9603, relative_absolute_error: 0.1776, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.3574, scimark_benchmark: 1331.7515, usercpu_time_millis: 1.88, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 1.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9465, kappa: 0.8927, kb_relative_information_score: 2522.3557, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9467, predictive_accuracy: 0.9465, prior_entropy: 0.9986, recall: 0.9465, relative_absolute_error: 0.242, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.198, root_relative_squared_error: 0.3965, scimark_benchmark: 1317.2087, usercpu_time_millis: 1.541, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 1.192,
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: 1304.7692, usercpu_time_millis: 0.667, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 0.326,
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: 1304.2542, usercpu_time_millis: 0.83, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 0.442,
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: 1312.2855, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9376, kappa: 0.875, kb_relative_information_score: 1548.5195, mean_absolute_error: 0.2885, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9385, predictive_accuracy: 0.9377, prior_entropy: 0.9986, recall: 0.9377, relative_absolute_error: 0.578, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.6364, scimark_benchmark: 1307.7867, usercpu_time_millis: 0.768, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.417,
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: 1311.7002, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 0.339,
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: 1319.3942, usercpu_time_millis: 0.706, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.9029, kappa: 0.8057, kb_relative_information_score: 1188.4616, mean_absolute_error: 0.3424, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9104, predictive_accuracy: 0.9036, prior_entropy: 0.9986, recall: 0.9036, relative_absolute_error: 0.6862, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.7297, scimark_benchmark: 1326.7508, usercpu_time_millis: 0.885, usercpu_time_millis_testing: 0.488, usercpu_time_millis_training: 0.397,
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: 1320.2874, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.365,
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: 1298.0443, usercpu_time_millis: 0.678, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 0.333,
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: 1303.0098, usercpu_time_millis: 0.811, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.452,
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: 1305.8149, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 0.364,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.7357, kappa: 0.4974, kb_relative_information_score: 197.5527, mean_absolute_error: 0.4767, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8331, predictive_accuracy: 0.7547, prior_entropy: 0.9986, recall: 0.7547, relative_absolute_error: 0.9552, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4778, root_relative_squared_error: 0.9565, scimark_benchmark: 1302.3159, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9405, kappa: 0.8806, kb_relative_information_score: 2026.7512, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9413, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.4191, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.5189, scimark_benchmark: 1308.0697, usercpu_time_millis: 0.867, usercpu_time_millis_testing: 0.345, 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: 1323.8841, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9502, kappa: 0.9003, kb_relative_information_score: 2512.6144, mean_absolute_error: 0.1225, 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: 0.2456, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.3967, scimark_benchmark: 1326.2367, usercpu_time_millis: 1.396, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 1.032,
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: 1324.3021, usercpu_time_millis: 0.786, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 0.358,
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: 1328.2461, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.359,
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: 1312.4882, usercpu_time_millis: 0.867, usercpu_time_millis_testing: 0.506, usercpu_time_millis_training: 0.361,
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: 1323.231, usercpu_time_millis: 0.722, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.352,
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: 1327.0645, usercpu_time_millis: 0.699, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.345,
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: 1323.0781, usercpu_time_millis: 0.683, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.324,
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: 1317.2805, usercpu_time_millis: 0.748, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 0.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9637, kappa: 0.9273, kb_relative_information_score: 2760.7219, mean_absolute_error: 0.0761, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9638, predictive_accuracy: 0.9637, prior_entropy: 0.9986, recall: 0.9637, relative_absolute_error: 0.1525, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3421, scimark_benchmark: 1317.157, usercpu_time_millis: 3.021, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 2.661,
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: 1325.6053, usercpu_time_millis: 0.797, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.9052, kappa: 0.8102, kb_relative_information_score: 631.8015, mean_absolute_error: 0.4228, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9114, predictive_accuracy: 0.9058, prior_entropy: 0.9986, recall: 0.9058, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.428, root_relative_squared_error: 0.8569, scimark_benchmark: 1332.3894, usercpu_time_millis: 0.693, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9603, kappa: 0.9204, kb_relative_information_score: 2706.1283, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9603, predictive_accuracy: 0.9603, prior_entropy: 0.9986, recall: 0.9603, relative_absolute_error: 0.173, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.354, scimark_benchmark: 1312.821, usercpu_time_millis: 2.264, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 1.911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2434.1071, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2747, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.209, root_relative_squared_error: 0.4184, scimark_benchmark: 1313.2827, usercpu_time_millis: 1.398, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 1.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1520.722, mean_absolute_error: 0.293, 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: 0.5871, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.323, root_relative_squared_error: 0.6467, scimark_benchmark: 1328.3201, usercpu_time_millis: 0.761, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 632.7298, mean_absolute_error: 0.4222, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.846, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.8576, scimark_benchmark: 1330.1254, usercpu_time_millis: 0.812, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.415,
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: 1332.2656, usercpu_time_millis: 0.711, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9562, kappa: 0.9122, kb_relative_information_score: 2620.6827, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9562, predictive_accuracy: 0.9562, prior_entropy: 0.9986, recall: 0.9562, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.186, root_relative_squared_error: 0.3723, scimark_benchmark: 1324.7745, usercpu_time_millis: 1.808, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 1.461,
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: 1298.6439, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2411.6095, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.2829, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2123, root_relative_squared_error: 0.4249, scimark_benchmark: 1306.5217, usercpu_time_millis: 1.33, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9656, kappa: 0.9311, kb_relative_information_score: 2779.9497, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9656, predictive_accuracy: 0.9656, prior_entropy: 0.9986, recall: 0.9656, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3382, scimark_benchmark: 1327.2436, usercpu_time_millis: 3.223, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 2.836,
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: 1314.1453, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 486.9815, mean_absolute_error: 0.441, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.8838, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.445, root_relative_squared_error: 0.8909, scimark_benchmark: 1318.1813, usercpu_time_millis: 0.724, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.355,
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: 1324.8886, usercpu_time_millis: 0.723, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.355,
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: 1303.9514, usercpu_time_millis: 0.715, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 0.344,
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: 1311.6437, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 732.1802, mean_absolute_error: 0.4088, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9112, predictive_accuracy: 0.9043, prior_entropy: 0.9986, recall: 0.9043, relative_absolute_error: 0.8192, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.8341, scimark_benchmark: 1310.0024, usercpu_time_millis: 0.719, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.356,

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