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: 1307.6808, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.337,
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: 1312.7963, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 537.5877, mean_absolute_error: 0.4343, 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: 0.8704, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4393, root_relative_squared_error: 0.8794, scimark_benchmark: 1311.0036, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.35,
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: 1310.204, usercpu_time_millis: 0.708, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.347,
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: 1327.1542, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9405, kappa: 0.8806, kb_relative_information_score: 1933.4383, mean_absolute_error: 0.225, 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: 0.451, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.5424, scimark_benchmark: 1315.0858, usercpu_time_millis: 0.949, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9637, kappa: 0.9273, kb_relative_information_score: 2769.086, mean_absolute_error: 0.0746, 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: 0.1495, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.3397, scimark_benchmark: 1311.5598, usercpu_time_millis: 4.303, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 3.934,
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: 1311.9768, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.356,
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: 1326.2514, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9521, kappa: 0.904, kb_relative_information_score: 2559.7108, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9521, predictive_accuracy: 0.9521, prior_entropy: 0.9986, recall: 0.9521, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.3858, scimark_benchmark: 1318.4729, usercpu_time_millis: 1.541, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 1.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 972.9814, mean_absolute_error: 0.3745, 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: 0.7505, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3891, root_relative_squared_error: 0.779, scimark_benchmark: 1321.8506, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.36, 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: 1307.2785, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.372, 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: 1313.0676, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9527, kappa: 0.9053, kb_relative_information_score: 2679.313, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9528, predictive_accuracy: 0.9528, prior_entropy: 0.9986, recall: 0.9528, relative_absolute_error: 0.183, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.3619, scimark_benchmark: 1312.6807, usercpu_time_millis: 4.391, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 4.013,
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: 1333.2792, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 0.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1649.5596, mean_absolute_error: 0.2719, 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: 0.5449, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.6212, scimark_benchmark: 1307.7809, usercpu_time_millis: 0.761, usercpu_time_millis_testing: 0.332, usercpu_time_millis_training: 0.429,
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: 1318.7514, usercpu_time_millis: 0.791, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.9332, kappa: 0.8661, kb_relative_information_score: 827.0339, mean_absolute_error: 0.3962, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9349, predictive_accuracy: 0.9334, prior_entropy: 0.9986, recall: 0.9334, relative_absolute_error: 0.794, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.8113, scimark_benchmark: 1307.1415, usercpu_time_millis: 0.881, usercpu_time_millis_testing: 0.49, usercpu_time_millis_training: 0.391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2658.4553, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9986, recall: 0.959, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.3645, scimark_benchmark: 1300.697, usercpu_time_millis: 2.173, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 1.755,
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: 1301.6445, usercpu_time_millis: 0.729, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8838, kappa: 0.768, kb_relative_information_score: 229.7617, mean_absolute_error: 0.4731, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8971, predictive_accuracy: 0.8852, prior_entropy: 0.9986, recall: 0.8852, relative_absolute_error: 0.9481, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4742, root_relative_squared_error: 0.9493, scimark_benchmark: 1309.6456, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.372, 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: 1315.4153, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.35,
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: 1330.1457, usercpu_time_millis: 0.68, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.337,
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: 1329.4492, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 0.35,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9659, kappa: 0.9317, kb_relative_information_score: 2785.2822, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.966, predictive_accuracy: 0.9659, prior_entropy: 0.9986, recall: 0.9659, relative_absolute_error: 0.1432, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.3375, scimark_benchmark: 1326.7112, usercpu_time_millis: 3.346, usercpu_time_millis_testing: 0.544, usercpu_time_millis_training: 2.802,
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: 1331.0003, usercpu_time_millis: 0.805, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9433, kappa: 0.8863, kb_relative_information_score: 2351.3451, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.944, predictive_accuracy: 0.9434, prior_entropy: 0.9986, recall: 0.9434, relative_absolute_error: 0.3046, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4414, scimark_benchmark: 1304.1867, usercpu_time_millis: 1.483, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 1.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 693.5899, mean_absolute_error: 0.4137, 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: 0.829, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4215, root_relative_squared_error: 0.8437, scimark_benchmark: 1301.1932, usercpu_time_millis: 0.931, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 0.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9556, kappa: 0.911, kb_relative_information_score: 2576.234, mean_absolute_error: 0.1106, 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: 0.2216, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.3829, scimark_benchmark: 1306.925, usercpu_time_millis: 1.842, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 1.44,
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: 1319.837, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.347,
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: 1323.6063, usercpu_time_millis: 0.762, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 2828.8916, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9986, recall: 0.9687, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.3271, scimark_benchmark: 1294.1425, usercpu_time_millis: 5.578, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 5.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9584, kappa: 0.9166, kb_relative_information_score: 2700.9754, mean_absolute_error: 0.0873, 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: 0.1749, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1777, root_relative_squared_error: 0.3557, scimark_benchmark: 1319.2151, usercpu_time_millis: 3.427, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 3.074,
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: 1302.196, usercpu_time_millis: 0.867, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 0.355,
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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: 1317.2133, usercpu_time_millis: 0.748, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 0.353,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9493, kappa: 0.8983, kb_relative_information_score: 2398.267, mean_absolute_error: 0.1435, 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: 0.2876, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4242, scimark_benchmark: 1299.977, usercpu_time_millis: 1.372, usercpu_time_millis_testing: 0.535, usercpu_time_millis_training: 0.837,
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: 1299.0894, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.337,
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: 1319.348, usercpu_time_millis: 0.676, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9505, kappa: 0.9009, kb_relative_information_score: 2608.5593, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9506, predictive_accuracy: 0.9506, prior_entropy: 0.9986, recall: 0.9506, relative_absolute_error: 0.2098, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3755, scimark_benchmark: 1308.6057, usercpu_time_millis: 1.867, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 1.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 2103.5942, mean_absolute_error: 0.1961, 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: 0.3929, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.5086, scimark_benchmark: 1325.0406, usercpu_time_millis: 1.917, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 1.562,
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: 1324.3091, usercpu_time_millis: 0.758, usercpu_time_millis_testing: 0.413, 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: 1295.8303, usercpu_time_millis: 0.705, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.343,
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: 1315.299, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9512, kappa: 0.9021, kb_relative_information_score: 2548.319, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9986, recall: 0.9512, relative_absolute_error: 0.2323, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.194, root_relative_squared_error: 0.3884, scimark_benchmark: 1315.2684, usercpu_time_millis: 1.518, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 1.155,
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: 1308.065, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 43.3647, mean_absolute_error: 0.4941, 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: 0.9901, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4947, root_relative_squared_error: 0.9903, scimark_benchmark: 1340.0231, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 0.349,
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: 1331.2019, usercpu_time_millis: 0.829, usercpu_time_millis_testing: 0.479, usercpu_time_millis_training: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9631, kappa: 0.926, kb_relative_information_score: 2752.7615, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.9986, recall: 0.9631, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.172, root_relative_squared_error: 0.3443, scimark_benchmark: 1311.1824, usercpu_time_millis: 2.828, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 2.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9612, kappa: 0.9223, kb_relative_information_score: 2727.1574, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9612, predictive_accuracy: 0.9612, prior_entropy: 0.9986, recall: 0.9612, relative_absolute_error: 0.1652, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3492, scimark_benchmark: 1306.5248, usercpu_time_millis: 2.649, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 2.225,
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: 1303.8526, usercpu_time_millis: 0.701, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2792.7943, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9663, predictive_accuracy: 0.9662, prior_entropy: 0.9986, recall: 0.9662, relative_absolute_error: 0.1406, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3349, scimark_benchmark: 1302.9165, usercpu_time_millis: 4.051, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 3.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9675, kappa: 0.9348, kb_relative_information_score: 2811.7976, mean_absolute_error: 0.0665, 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: 0.1334, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3314, scimark_benchmark: 1319.4539, usercpu_time_millis: 4.117, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 3.768,
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: 1325.3695, usercpu_time_millis: 0.824, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 0.399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1457.3757, mean_absolute_error: 0.3025, 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: 0.6062, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.6653, scimark_benchmark: 1293.0505, usercpu_time_millis: 1.212, usercpu_time_millis_testing: 0.651, usercpu_time_millis_training: 0.561,
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: 1331.4754, usercpu_time_millis: 0.98, usercpu_time_millis_testing: 0.552, usercpu_time_millis_training: 0.428,
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: 1305.0755, usercpu_time_millis: 0.757, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9612, kappa: 0.9223, kb_relative_information_score: 2732.7179, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9612, predictive_accuracy: 0.9612, prior_entropy: 0.9986, recall: 0.9612, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.3477, scimark_benchmark: 1305.5047, usercpu_time_millis: 3.608, usercpu_time_millis_testing: 0.552, usercpu_time_millis_training: 3.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 1011.0266, mean_absolute_error: 0.3689, 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: 0.7392, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3848, root_relative_squared_error: 0.7704, scimark_benchmark: 1332.505, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2550.1706, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9477, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.2315, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.3928, scimark_benchmark: 1294.5366, usercpu_time_millis: 2.789, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 2.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1615.3188, mean_absolute_error: 0.2775, 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: 0.5562, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.6278, scimark_benchmark: 1297.1309, usercpu_time_millis: 0.769, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.416,
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: 1317.1923, usercpu_time_millis: 0.795, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2710.8365, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.959, predictive_accuracy: 0.959, prior_entropy: 0.9986, recall: 0.959, relative_absolute_error: 0.1712, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.3533, scimark_benchmark: 1316.5229, usercpu_time_millis: 3.498, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 3.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9634, kappa: 0.9267, kb_relative_information_score: 2785.0629, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.9986, recall: 0.9634, relative_absolute_error: 0.1434, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3361, scimark_benchmark: 1313.534, usercpu_time_millis: 6.466, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 5.998,

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