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: 1308.2971, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.388, 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: 1313.6871, usercpu_time_millis: 0.747, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1663.5554, mean_absolute_error: 0.2699, 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: 0.5409, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3073, root_relative_squared_error: 0.6152, scimark_benchmark: 1318.4068, usercpu_time_millis: 1.018, usercpu_time_millis_testing: 0.457, 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: 1322.1955, usercpu_time_millis: 0.847, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 0.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 921.3906, mean_absolute_error: 0.3814, 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: 0.7643, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3958, root_relative_squared_error: 0.7923, scimark_benchmark: 1329.8267, usercpu_time_millis: 0.782, usercpu_time_millis_testing: 0.379, 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: 1315.3584, 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: 0.9937, f_measure: 0.9631, kappa: 0.926, kb_relative_information_score: 2755.6623, mean_absolute_error: 0.0771, 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: 0.1545, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.343, scimark_benchmark: 1310.8923, usercpu_time_millis: 3.099, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 2.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1843.8168, mean_absolute_error: 0.2403, 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: 0.4816, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.573, scimark_benchmark: 1309.5768, usercpu_time_millis: 0.934, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2812.9842, mean_absolute_error: 0.0664, 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: 0.133, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.3296, scimark_benchmark: 1321.892, usercpu_time_millis: 6.586, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 6.205,
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: 1315.8179, usercpu_time_millis: 0.824, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 0.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9634, kappa: 0.9267, kb_relative_information_score: 2755.7385, mean_absolute_error: 0.077, 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: 0.1543, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.3441, scimark_benchmark: 1315.8078, usercpu_time_millis: 2.642, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 2.189,
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: 1299.5137, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 2831.1543, mean_absolute_error: 0.063, 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: 0.1262, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3266, scimark_benchmark: 1308.632, usercpu_time_millis: 5.607, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 5.268,
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: 1322.9461, 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: 0.499, 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: 1306.82, usercpu_time_millis: 0.679, usercpu_time_millis_testing: 0.342, 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: 1313.0954, usercpu_time_millis: 0.753, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.8909, kappa: 0.7825, kb_relative_information_score: 443.5797, mean_absolute_error: 0.4471, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9064, predictive_accuracy: 0.8924, prior_entropy: 0.9986, recall: 0.8924, relative_absolute_error: 0.8961, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4497, root_relative_squared_error: 0.9002, scimark_benchmark: 1307.0716, usercpu_time_millis: 0.804, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 0.401,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9427, kappa: 0.8851, kb_relative_information_score: 2091.4579, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9433, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.3967, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.5014, scimark_benchmark: 1319.9734, usercpu_time_millis: 1.036, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 0.61,
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: 1316.3469, usercpu_time_millis: 0.767, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9468, kappa: 0.8933, kb_relative_information_score: 2510.0264, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.947, predictive_accuracy: 0.9468, prior_entropy: 0.9986, recall: 0.9468, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.199, root_relative_squared_error: 0.3984, scimark_benchmark: 1331.6383, usercpu_time_millis: 1.58, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 1.203,
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: 1328.1966, usercpu_time_millis: 0.675, usercpu_time_millis_testing: 0.341, 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: 1327.5418, usercpu_time_millis: 0.688, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1824.209, mean_absolute_error: 0.2437, 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: 0.4885, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.5724, scimark_benchmark: 1320.131, usercpu_time_millis: 0.822, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 0.471,
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: 1312.9441, usercpu_time_millis: 0.785, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9625, kappa: 0.9248, kb_relative_information_score: 2733.0087, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 0.9986, recall: 0.9625, relative_absolute_error: 0.1629, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.348, scimark_benchmark: 1310.1968, usercpu_time_millis: 2.619, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 2.245,
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: 1299.9223, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.362, 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: 1321.2323, usercpu_time_millis: 0.858, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.948, kappa: 0.8958, kb_relative_information_score: 2558.0849, mean_absolute_error: 0.1141, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9482, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.2287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.3875, scimark_benchmark: 1305.8299, usercpu_time_millis: 1.748, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 1.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.9011, kappa: 0.802, kb_relative_information_score: 964.7489, mean_absolute_error: 0.3762, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9081, predictive_accuracy: 0.9018, prior_entropy: 0.9986, recall: 0.9018, relative_absolute_error: 0.7539, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3896, root_relative_squared_error: 0.78, scimark_benchmark: 1290.8331, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.354, 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: 1304.7389, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9615, kappa: 0.9229, kb_relative_information_score: 2734.0864, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9615, predictive_accuracy: 0.9615, prior_entropy: 0.9986, recall: 0.9615, relative_absolute_error: 0.1626, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3474, scimark_benchmark: 1327.9597, usercpu_time_millis: 3.075, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 2.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9543, kappa: 0.9084, kb_relative_information_score: 2656.2492, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.9986, recall: 0.9543, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.3651, scimark_benchmark: 1291.4, usercpu_time_millis: 2.375, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 1.952,
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: 1299.8257, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.965, kappa: 0.9298, kb_relative_information_score: 2779.7986, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.965, predictive_accuracy: 0.965, prior_entropy: 0.9986, recall: 0.965, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.338, scimark_benchmark: 1287.9252, usercpu_time_millis: 3.455, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 3.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9782, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1674.7564, mean_absolute_error: 0.268, 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: 0.537, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.6141, scimark_benchmark: 1325.182, usercpu_time_millis: 0.881, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 0.538,
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: 1322.511, usercpu_time_millis: 0.678, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.331,
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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: 1326.5717, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8507, kappa: 0.7039, kb_relative_information_score: 248.3723, mean_absolute_error: 0.4702, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8765, predictive_accuracy: 0.8539, prior_entropy: 0.9986, recall: 0.8539, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.472, root_relative_squared_error: 0.9449, scimark_benchmark: 1297.4561, usercpu_time_millis: 0.685, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 0.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 49.9972, mean_absolute_error: 0.4933, 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: 0.9886, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4939, root_relative_squared_error: 0.9888, scimark_benchmark: 1301.4566, usercpu_time_millis: 0.777, usercpu_time_millis_testing: 0.412, 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: 1330.6357, usercpu_time_millis: 0.65, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 0.319,
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: 1306.9465, 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: 1319.4378, 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: 0.993, f_measure: 0.9568, kappa: 0.9135, kb_relative_information_score: 2671.4785, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9568, predictive_accuracy: 0.9568, prior_entropy: 0.9986, recall: 0.9568, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3614, scimark_benchmark: 1331.1844, usercpu_time_millis: 2.409, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 2.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9621, kappa: 0.9242, kb_relative_information_score: 2745.5638, mean_absolute_error: 0.079, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9622, predictive_accuracy: 0.9621, prior_entropy: 0.9986, recall: 0.9621, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.3449, scimark_benchmark: 1306.1098, usercpu_time_millis: 3.178, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 2.743,
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: 1326.903, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.349, 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: 1296.9594, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.382, 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: 1290.9348, usercpu_time_millis: 0.762, usercpu_time_millis_testing: 0.388, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9345, kappa: 0.8686, kb_relative_information_score: 850.0855, mean_absolute_error: 0.3932, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.936, predictive_accuracy: 0.9346, prior_entropy: 0.9986, recall: 0.9346, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8054, scimark_benchmark: 1294.431, usercpu_time_millis: 0.759, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9681, kappa: 0.9361, kb_relative_information_score: 2826.9614, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9681, predictive_accuracy: 0.9681, prior_entropy: 0.9986, recall: 0.9681, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1638, root_relative_squared_error: 0.3279, scimark_benchmark: 1332.0556, usercpu_time_millis: 5.074, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 4.664,
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: 1325.1456, usercpu_time_millis: 0.723, usercpu_time_millis_testing: 0.375, 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: 1310.4899, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.3583, kb_relative_information_score: 49.492, mean_absolute_error: 0.4934, 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: 0.9887, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.494, root_relative_squared_error: 0.9889, scimark_benchmark: 1320.1313, usercpu_time_millis: 0.774, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9634, kappa: 0.9267, kb_relative_information_score: 2753.4043, mean_absolute_error: 0.0775, 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: 0.1552, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.344, scimark_benchmark: 1320.9998, usercpu_time_millis: 2.732, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 2.369,
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: 1325.3534, usercpu_time_millis: 0.69, usercpu_time_millis_testing: 0.348, 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: 1291.1459, usercpu_time_millis: 0.748, usercpu_time_millis_testing: 0.403, 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: 1292.7012, usercpu_time_millis: 0.826, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 0.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2646.2292, mean_absolute_error: 0.0975, 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: 0.1954, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.3678, scimark_benchmark: 1296.3217, usercpu_time_millis: 1.786, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 656.4682, mean_absolute_error: 0.4191, 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: 0.8398, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.8518, scimark_benchmark: 1293.7233, usercpu_time_millis: 0.784, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 0.395,
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: 1324.5826, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1828.823, mean_absolute_error: 0.243, 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: 0.4869, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.5709, scimark_benchmark: 1299.1062, usercpu_time_millis: 0.854, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 0.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 692.1187, mean_absolute_error: 0.414, 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: 0.8297, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8441, scimark_benchmark: 1324.9775, usercpu_time_millis: 0.719, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.7357, kappa: 0.4974, kb_relative_information_score: 188.3125, mean_absolute_error: 0.4772, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8331, predictive_accuracy: 0.7547, prior_entropy: 0.9986, recall: 0.7547, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4787, root_relative_squared_error: 0.9583, scimark_benchmark: 1305.6006, usercpu_time_millis: 0.738, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9483, kappa: 0.8964, kb_relative_information_score: 2456.991, mean_absolute_error: 0.1327, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.266, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4166, scimark_benchmark: 1287.3818, usercpu_time_millis: 2.045, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 1.665,
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: 1303.6919, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.348,

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