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: 1268.1865, usercpu_time_millis: 0.772, usercpu_time_millis_testing: 0.417, 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: 1285.5422, usercpu_time_millis: 0.786, usercpu_time_millis_testing: 0.429, 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: 1290.5102, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.346, 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: 1304.0195, usercpu_time_millis: 0.771, usercpu_time_millis_testing: 0.413, 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: 1301.3256, usercpu_time_millis: 0.872, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 0.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9402, kappa: 0.8801, kb_relative_information_score: 1932.4983, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9407, predictive_accuracy: 0.9402, prior_entropy: 0.9986, recall: 0.9402, relative_absolute_error: 0.4509, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.541, scimark_benchmark: 1303.5882, usercpu_time_millis: 0.869, usercpu_time_millis_testing: 0.364, 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: 1281.1383, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9151, kappa: 0.83, kb_relative_information_score: 860.7982, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9192, predictive_accuracy: 0.9155, prior_entropy: 0.9986, recall: 0.9155, relative_absolute_error: 0.784, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4015, root_relative_squared_error: 0.8038, scimark_benchmark: 1300.0079, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 393.891, mean_absolute_error: 0.4527, 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: 0.9071, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4557, root_relative_squared_error: 0.9122, scimark_benchmark: 1301.8709, usercpu_time_millis: 0.767, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.404,
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: 1308.8247, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.363, 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: 1308.5717, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 0.329,
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: 1290.3708, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 0.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2795.4318, mean_absolute_error: 0.0696, 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: 0.1394, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.3351, scimark_benchmark: 1304.1164, usercpu_time_millis: 3.576, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 3.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9593, kappa: 0.9185, kb_relative_information_score: 2716.0324, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9593, predictive_accuracy: 0.9593, prior_entropy: 0.9986, recall: 0.9593, relative_absolute_error: 0.1692, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.3522, scimark_benchmark: 1294.5856, usercpu_time_millis: 3.613, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 3.263,
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: 1286.4555, usercpu_time_millis: 0.724, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.368,
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: 1297.693, usercpu_time_millis: 0.688, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9386, kappa: 0.8768, kb_relative_information_score: 2237.9768, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9397, predictive_accuracy: 0.9387, prior_entropy: 0.9986, recall: 0.9387, relative_absolute_error: 0.3452, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.4743, scimark_benchmark: 1287.5031, usercpu_time_millis: 1.959, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 1.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1364.0558, mean_absolute_error: 0.3171, 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: 0.6354, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.343, root_relative_squared_error: 0.6867, scimark_benchmark: 1279.8866, usercpu_time_millis: 0.776, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.403,
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: 1300.4065, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.34,
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: 1305.9071, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.348,
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: 1304.1483, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 0.354,
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: 1293.5575, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9348, kappa: 0.8694, kb_relative_information_score: 1456.1479, mean_absolute_error: 0.3025, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9354, predictive_accuracy: 0.9349, prior_entropy: 0.9986, recall: 0.9349, relative_absolute_error: 0.6062, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.6588, scimark_benchmark: 1309.6026, usercpu_time_millis: 0.839, usercpu_time_millis_testing: 0.387, 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: 1306.8195, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.334,
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: 1289.3473, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 0.385,
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: 1294.0961, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.353, 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: 1293.216, usercpu_time_millis: 1.287, usercpu_time_millis_testing: 0.76, usercpu_time_millis_training: 0.527,
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: 1261, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9556, kappa: 0.911, kb_relative_information_score: 2587.9417, mean_absolute_error: 0.1085, 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: 0.2174, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3798, scimark_benchmark: 1285.6173, usercpu_time_millis: 1.68, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 1.301,
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: 1306.9008, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.342,
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: 1308.9541, usercpu_time_millis: 0.672, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9477, kappa: 0.8952, kb_relative_information_score: 2402.8362, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9479, predictive_accuracy: 0.9477, prior_entropy: 0.9986, recall: 0.9477, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4232, scimark_benchmark: 1286.6274, usercpu_time_millis: 1.587, usercpu_time_millis_testing: 0.484, usercpu_time_millis_training: 1.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 722.171, mean_absolute_error: 0.4099, 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: 0.8214, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4182, root_relative_squared_error: 0.8372, scimark_benchmark: 1289.3643, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9584, kappa: 0.9166, kb_relative_information_score: 2627.0972, mean_absolute_error: 0.1011, 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: 0.2026, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.372, scimark_benchmark: 1309.047, usercpu_time_millis: 1.553, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 1.207,
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: 1290.1323, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 0.333,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2530.0957, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9489, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.239, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.3978, scimark_benchmark: 1285.5137, usercpu_time_millis: 2.457, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 2.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9668, kappa: 0.9336, kb_relative_information_score: 2831.821, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9669, predictive_accuracy: 0.9668, prior_entropy: 0.9986, recall: 0.9668, relative_absolute_error: 0.126, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.3252, scimark_benchmark: 1286.2198, usercpu_time_millis: 6.969, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 6.599,
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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: 1300.6879, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9659, kappa: 0.9317, kb_relative_information_score: 2784.0871, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9659, predictive_accuracy: 0.9659, prior_entropy: 0.9986, recall: 0.9659, relative_absolute_error: 0.1436, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3381, scimark_benchmark: 1282.2065, usercpu_time_millis: 3.082, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 2.72,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9424, kappa: 0.8844, kb_relative_information_score: 2022.8497, mean_absolute_error: 0.2097, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9429, predictive_accuracy: 0.9424, prior_entropy: 0.9986, recall: 0.9424, relative_absolute_error: 0.4203, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.259, root_relative_squared_error: 0.5185, scimark_benchmark: 1301.2818, usercpu_time_millis: 0.902, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 0.543,
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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: 1285.1749, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.357, 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: 1279.5961, usercpu_time_millis: 0.76, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.394,
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: 1298.1507, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 0.334,
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: 1299.4017, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9527, kappa: 0.9053, kb_relative_information_score: 2447.1243, mean_absolute_error: 0.1343, 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: 0.2692, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.4134, scimark_benchmark: 1304.2051, usercpu_time_millis: 1.625, usercpu_time_millis_testing: 0.45, usercpu_time_millis_training: 1.175,
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: 1298.7235, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.351, 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: 1313.6271, usercpu_time_millis: 0.692, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.336,
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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: 1297.5368, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9386, kappa: 0.8768, kb_relative_information_score: 2227.0913, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9397, predictive_accuracy: 0.9387, prior_entropy: 0.9986, recall: 0.9387, relative_absolute_error: 0.3491, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.4769, scimark_benchmark: 1304.7955, usercpu_time_millis: 1.71, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.324,
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: 1286.2496, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 0.33,
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: 1308.2135, usercpu_time_millis: 0.691, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.342,
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: 1305.251, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 0.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1909.7489, mean_absolute_error: 0.2294, 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: 0.4597, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2768, root_relative_squared_error: 0.5541, scimark_benchmark: 1287.0043, usercpu_time_millis: 0.822, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.478,
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: 1278.5086, usercpu_time_millis: 0.789, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 0.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1564.7916, mean_absolute_error: 0.2851, 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: 0.5713, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.6424, scimark_benchmark: 1281.1396, usercpu_time_millis: 1.012, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 0.559,
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: 1280.8139, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.366, 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: 1290.9166, usercpu_time_millis: 0.751, usercpu_time_millis_testing: 0.386, 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: 1299.8332, usercpu_time_millis: 0.702, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 0.367,

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