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: 0.9743, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1464.1073, mean_absolute_error: 0.3015, 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: 0.6042, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3313, root_relative_squared_error: 0.6632, scimark_benchmark: 1281.4352, usercpu_time_millis: 0.742, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.391,
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: 1304.1101, usercpu_time_millis: 0.741, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1770.9315, mean_absolute_error: 0.2526, 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: 0.5061, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2929, root_relative_squared_error: 0.5865, scimark_benchmark: 1333.668, usercpu_time_millis: 0.814, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.445,
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: 1323.5726, usercpu_time_millis: 0.8, usercpu_time_millis_testing: 0.466, 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: 1322.1842, usercpu_time_millis: 0.828, usercpu_time_millis_testing: 0.471, 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: 1322.9658, usercpu_time_millis: 0.705, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9505, kappa: 0.9009, kb_relative_information_score: 2607.7029, mean_absolute_error: 0.1049, 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: 0.2101, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.3759, scimark_benchmark: 1327.9974, usercpu_time_millis: 1.925, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 1.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1463.0036, mean_absolute_error: 0.301, 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: 0.6031, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3327, root_relative_squared_error: 0.666, scimark_benchmark: 1292.883, usercpu_time_millis: 0.833, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9367, kappa: 0.8732, kb_relative_information_score: 1733.2099, mean_absolute_error: 0.2574, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9372, predictive_accuracy: 0.9368, prior_entropy: 0.9986, recall: 0.9368, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.5921, scimark_benchmark: 1314.4147, usercpu_time_millis: 0.856, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 0.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9531, kappa: 0.9059, kb_relative_information_score: 2665.5017, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 0.9986, recall: 0.9531, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.182, root_relative_squared_error: 0.3644, scimark_benchmark: 1305.7665, usercpu_time_millis: 3.646, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 3.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.954, kappa: 0.9078, kb_relative_information_score: 2560.4789, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.954, predictive_accuracy: 0.954, prior_entropy: 0.9986, recall: 0.954, relative_absolute_error: 0.2277, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.3857, scimark_benchmark: 1307.2725, usercpu_time_millis: 1.494, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 1.148,
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: 1300.4871, usercpu_time_millis: 0.671, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9562, kappa: 0.9122, kb_relative_information_score: 2603.2267, mean_absolute_error: 0.1056, 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: 0.2116, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.3769, scimark_benchmark: 1307.0962, usercpu_time_millis: 1.589, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 1.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2582.7956, mean_absolute_error: 0.1095, 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: 0.2195, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.3813, scimark_benchmark: 1331.9655, usercpu_time_millis: 1.778, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 1.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9559, kappa: 0.9116, kb_relative_information_score: 2589.7647, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9559, predictive_accuracy: 0.9559, prior_entropy: 0.9986, recall: 0.9559, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3793, scimark_benchmark: 1310.1929, usercpu_time_millis: 1.595, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 1.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2595.7885, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9483, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.3829, scimark_benchmark: 1322.4161, usercpu_time_millis: 0.965, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.613,
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: 1321.4679, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.331,
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: 1326.5608, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.339, 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: 1327.8152, usercpu_time_millis: 0.654, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 0.323,
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: 1315.073, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 0.332,
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: 1334.6999, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1315.2154, mean_absolute_error: 0.3245, 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: 0.6502, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.6984, scimark_benchmark: 1303.6374, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 0.363,
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: 1338.6486, usercpu_time_millis: 0.638, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 0.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2454.6381, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 0.9986, recall: 0.949, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.4173, scimark_benchmark: 1302.8071, usercpu_time_millis: 1.993, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 1.648,
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: 1322.6434, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9593, kappa: 0.9185, kb_relative_information_score: 2689.7286, mean_absolute_error: 0.0894, 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: 0.1792, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1785, root_relative_squared_error: 0.3573, scimark_benchmark: 1306.4127, usercpu_time_millis: 2.522, usercpu_time_millis_testing: 0.354, usercpu_time_millis_training: 2.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1722.6096, mean_absolute_error: 0.2603, 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: 0.5216, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.6016, scimark_benchmark: 1321.5615, usercpu_time_millis: 0.877, usercpu_time_millis_testing: 0.456, usercpu_time_millis_training: 0.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 35.3502, mean_absolute_error: 0.495, 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: 0.992, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4956, root_relative_squared_error: 0.9921, scimark_benchmark: 1319.4302, usercpu_time_millis: 0.729, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 0.351,
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: 1343.5725, usercpu_time_millis: 0.815, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 0.387,
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: 1324.4547, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.362, 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: 1307.3735, usercpu_time_millis: 0.727, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 0.351,
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: 1301.7648, usercpu_time_millis: 0.741, usercpu_time_millis_testing: 0.38, 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: 1304.8384, usercpu_time_millis: 0.797, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 0.392,
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: 1296.1222, usercpu_time_millis: 0.731, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 0.352,
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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: 1310.1997, usercpu_time_millis: 0.847, usercpu_time_millis_testing: 0.499, usercpu_time_millis_training: 0.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2455.7179, mean_absolute_error: 0.133, 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: 0.2666, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4154, scimark_benchmark: 1298.4052, usercpu_time_millis: 2.879, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 2.356,
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: 1326.6319, usercpu_time_millis: 0.911, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 0.485,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 505.597, mean_absolute_error: 0.4385, 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: 0.8788, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4429, root_relative_squared_error: 0.8867, scimark_benchmark: 1320.8219, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9628, kappa: 0.9254, kb_relative_information_score: 2760.1752, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 0.9986, recall: 0.9628, relative_absolute_error: 0.1528, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.3417, scimark_benchmark: 1323.706, usercpu_time_millis: 3.805, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 3.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1233.3541, mean_absolute_error: 0.3372, 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: 0.6757, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7162, scimark_benchmark: 1298.1908, usercpu_time_millis: 0.87, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 0.499,
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: 1324.8469, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9527, kappa: 0.9053, kb_relative_information_score: 2564.6545, mean_absolute_error: 0.1129, 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: 0.2262, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.3847, scimark_benchmark: 1312.1434, usercpu_time_millis: 1.509, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 1.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9556, kappa: 0.9109, kb_relative_information_score: 2700.8783, mean_absolute_error: 0.0872, 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: 0.1748, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.3569, scimark_benchmark: 1300.7141, usercpu_time_millis: 4.969, usercpu_time_millis_testing: 0.353, usercpu_time_millis_training: 4.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2789.8842, mean_absolute_error: 0.0706, 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: 0.1415, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.3366, scimark_benchmark: 1327.0279, usercpu_time_millis: 3.428, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 3.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9462, kappa: 0.8921, kb_relative_information_score: 2266.7019, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9462, predictive_accuracy: 0.9462, prior_entropy: 0.9986, recall: 0.9462, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.458, scimark_benchmark: 1329.6882, usercpu_time_millis: 1.027, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 0.688,
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: 1309.8461, usercpu_time_millis: 0.665, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 0.328,
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: 1325.2211, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.358, 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: 1328.3144, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.358, 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: 1330.4149, usercpu_time_millis: 0.72, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.351,
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: 1330.3032, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.36, 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: 1328.2806, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.332,
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: 1320.3499, usercpu_time_millis: 0.682, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.332,
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: 1312.0122, usercpu_time_millis: 0.877, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 0.458,
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: 1311.9491, usercpu_time_millis: 0.736, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 0.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 538.2807, mean_absolute_error: 0.4346, 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: 0.871, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.8792, scimark_benchmark: 1307.7042, usercpu_time_millis: 0.719, usercpu_time_millis_testing: 0.363, 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: 1301.3397, usercpu_time_millis: 0.664, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 0.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9703, kappa: 0.9405, kb_relative_information_score: 2853.5946, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9703, predictive_accuracy: 0.9703, prior_entropy: 0.9986, recall: 0.9703, relative_absolute_error: 0.1179, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.3202, scimark_benchmark: 1331.6956, usercpu_time_millis: 7.625, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 7.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9653, kappa: 0.9304, kb_relative_information_score: 2806.1405, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9653, predictive_accuracy: 0.9653, prior_entropy: 0.9986, recall: 0.9653, relative_absolute_error: 0.1356, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1654, root_relative_squared_error: 0.3311, scimark_benchmark: 1298.7848, usercpu_time_millis: 6.258, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 5.882,
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: 1303.656, usercpu_time_millis: 0.684, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 0.336,
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: 1314.9237, usercpu_time_millis: 0.749, usercpu_time_millis_testing: 0.394, 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: 1312.1679, usercpu_time_millis: 0.716, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 484.6565, mean_absolute_error: 0.4416, 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: 0.885, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4453, root_relative_squared_error: 0.8915, scimark_benchmark: 1307.0822, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.36,

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