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: 0.9883, f_measure: 0.9411, kappa: 0.8819, kb_relative_information_score: 2026.0568, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9418, predictive_accuracy: 0.9412, prior_entropy: 0.9986, recall: 0.9412, relative_absolute_error: 0.4193, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.518, scimark_benchmark: 1289.2071, usercpu_time_millis: 0.885, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.518,
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: 1291.6519, usercpu_time_millis: 0.733, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 0.338,
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: 1306.1007, usercpu_time_millis: 0.714, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1308.5135, usercpu_time_millis: 0.742, usercpu_time_millis_testing: 0.391, 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: 1303.5559, usercpu_time_millis: 0.739, usercpu_time_millis_testing: 0.39, 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: 1288.3926, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.36, 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: 1309.7229, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9505, kappa: 0.9009, kb_relative_information_score: 2447.1141, mean_absolute_error: 0.1345, 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: 0.2695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.4125, scimark_benchmark: 1280.6982, usercpu_time_millis: 1.377, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 1.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1305.425, usercpu_time_millis: 0.706, usercpu_time_millis_testing: 0.364, 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: 1286.7728, usercpu_time_millis: 0.771, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 0.373,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9351, kappa: 0.8699, kb_relative_information_score: 958.6124, mean_absolute_error: 0.3778, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9366, predictive_accuracy: 0.9352, prior_entropy: 0.9986, recall: 0.9352, relative_absolute_error: 0.757, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3896, root_relative_squared_error: 0.78, scimark_benchmark: 1289.6818, usercpu_time_millis: 0.738, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9603, kappa: 0.9204, kb_relative_information_score: 2702.5713, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9603, predictive_accuracy: 0.9603, prior_entropy: 0.9986, recall: 0.9603, relative_absolute_error: 0.1743, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.3551, scimark_benchmark: 1301.2076, usercpu_time_millis: 2.105, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 1.739,
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: 1287.3409, usercpu_time_millis: 0.827, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 1969.9071, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9405, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.4389, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.5347, scimark_benchmark: 1287.8449, usercpu_time_millis: 0.856, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.504,
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: 1287.8056, usercpu_time_millis: 0.707, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9105, kappa: 0.8206, kb_relative_information_score: 859.6827, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9136, predictive_accuracy: 0.9108, prior_entropy: 0.9986, recall: 0.9108, relative_absolute_error: 0.784, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.401, root_relative_squared_error: 0.8028, scimark_benchmark: 1307.1449, usercpu_time_millis: 0.798, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9584, kappa: 0.9166, kb_relative_information_score: 2661.975, mean_absolute_error: 0.0946, 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: 0.1896, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.3637, scimark_benchmark: 1304.0668, usercpu_time_millis: 1.86, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 1.49,
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: 1306.2444, usercpu_time_millis: 0.737, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1858.0283, mean_absolute_error: 0.2381, 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: 0.4771, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.5671, scimark_benchmark: 1298.8911, usercpu_time_millis: 0.846, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 0.47,
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: 1292.8798, usercpu_time_millis: 0.751, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 0.364,
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: 1313.633, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.351, 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: 1277.0616, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.364, usercpu_time_millis_training: 0.371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1295.7083, usercpu_time_millis: 0.713, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.949, kappa: 0.8977, kb_relative_information_score: 2394.1582, mean_absolute_error: 0.1443, 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: 0.2892, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.4302, scimark_benchmark: 1293.0622, usercpu_time_millis: 1.428, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 423.531, mean_absolute_error: 0.4492, 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: 0.9001, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.9054, scimark_benchmark: 1304.5781, usercpu_time_millis: 0.983, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 0.529,
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: 1284.5283, usercpu_time_millis: 0.712, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9483, kappa: 0.8964, kb_relative_information_score: 2423.6796, mean_absolute_error: 0.139, 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: 0.2785, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4212, scimark_benchmark: 1287.9826, usercpu_time_millis: 1.41, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 1.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9568, kappa: 0.9135, kb_relative_information_score: 2677.0891, mean_absolute_error: 0.0918, 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: 0.184, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.18, root_relative_squared_error: 0.3603, scimark_benchmark: 1288.5575, usercpu_time_millis: 2.803, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 2.427,
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: 1300.3408, usercpu_time_millis: 0.837, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9512, kappa: 0.9021, kb_relative_information_score: 2470.9001, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9512, predictive_accuracy: 0.9512, prior_entropy: 0.9986, recall: 0.9512, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4068, scimark_benchmark: 1298.6772, usercpu_time_millis: 1.291, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.93,
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: 1284.5226, usercpu_time_millis: 0.779, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 0.37,
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: 1306.6146, 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: 1311.4348, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 936.0899, mean_absolute_error: 0.3795, 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: 0.7605, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.7886, scimark_benchmark: 1311.7756, usercpu_time_millis: 0.773, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 0.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 341.0347, mean_absolute_error: 0.4598, 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: 0.9214, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4616, root_relative_squared_error: 0.9241, scimark_benchmark: 1309.2653, usercpu_time_millis: 0.667, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 526.2702, mean_absolute_error: 0.4358, 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: 0.8733, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4406, root_relative_squared_error: 0.882, scimark_benchmark: 1299.4019, usercpu_time_millis: 0.868, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 0.51,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9537, kappa: 0.9072, kb_relative_information_score: 2659.5617, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9537, predictive_accuracy: 0.9537, prior_entropy: 0.9986, recall: 0.9537, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.3645, scimark_benchmark: 1300.4899, usercpu_time_millis: 2.394, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 2.003,
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: 1311.6733, usercpu_time_millis: 0.732, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 0.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1305.3955, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 0.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9247, kappa: 0.8491, kb_relative_information_score: 1017.9197, mean_absolute_error: 0.3688, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9265, predictive_accuracy: 0.9249, prior_entropy: 0.9986, recall: 0.9249, relative_absolute_error: 0.739, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.382, root_relative_squared_error: 0.7648, scimark_benchmark: 1285.2801, usercpu_time_millis: 0.942, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 0.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9562, kappa: 0.9122, kb_relative_information_score: 2638.8869, mean_absolute_error: 0.099, 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: 0.1984, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.3682, scimark_benchmark: 1286.2585, usercpu_time_millis: 1.892, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 1.536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2698.5623, mean_absolute_error: 0.0878, 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: 0.1759, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1776, root_relative_squared_error: 0.3556, scimark_benchmark: 1287.9109, usercpu_time_millis: 2.876, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 2.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2498.3534, mean_absolute_error: 0.1251, 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: 0.2507, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.4062, scimark_benchmark: 1310.3931, usercpu_time_millis: 2.381, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 2.003,
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: 1305.5995, usercpu_time_millis: 0.681, usercpu_time_millis_testing: 0.347, 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: 1304.3992, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 0.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 2771.4283, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 0.9986, recall: 0.964, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.34, scimark_benchmark: 1281.2784, usercpu_time_millis: 3.1, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 2.741,
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: 1289.1526, usercpu_time_millis: 0.709, usercpu_time_millis_testing: 0.375, 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: 1298.7592, usercpu_time_millis: 0.743, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1294.6144, usercpu_time_millis: 0.789, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 0.36,
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: 1311.405, usercpu_time_millis: 0.663, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 0.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 2773.8847, mean_absolute_error: 0.0737, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 0.9986, recall: 0.964, relative_absolute_error: 0.1477, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.3389, scimark_benchmark: 1304.0162, usercpu_time_millis: 3.549, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 3.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9681, kappa: 0.9361, kb_relative_information_score: 2831.5256, mean_absolute_error: 0.0629, 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: 0.126, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1633, root_relative_squared_error: 0.3268, scimark_benchmark: 1313.1677, usercpu_time_millis: 5.308, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 4.881,
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: 1289.4421, usercpu_time_millis: 0.708, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1648.8975, mean_absolute_error: 0.2719, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9394, predictive_accuracy: 0.9384, prior_entropy: 0.9986, recall: 0.9384, relative_absolute_error: 0.5449, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3106, root_relative_squared_error: 0.6219, scimark_benchmark: 1312.7542, usercpu_time_millis: 0.867, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 0.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9166, kappa: 0.8327, kb_relative_information_score: 1131.2074, mean_absolute_error: 0.3515, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9182, predictive_accuracy: 0.9168, prior_entropy: 0.9986, recall: 0.9168, relative_absolute_error: 0.7045, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3689, root_relative_squared_error: 0.7386, scimark_benchmark: 1291.7659, usercpu_time_millis: 0.827, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9342, kappa: 0.8681, kb_relative_information_score: 1536.7635, mean_absolute_error: 0.2895, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9347, predictive_accuracy: 0.9343, prior_entropy: 0.9986, recall: 0.9343, relative_absolute_error: 0.5802, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.6395, scimark_benchmark: 1282.9238, usercpu_time_millis: 0.874, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.493,
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: 1290.0766, usercpu_time_millis: 0.74, usercpu_time_millis_testing: 0.385, 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: 1305.5519, usercpu_time_millis: 0.726, usercpu_time_millis_testing: 0.391, 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: 1307.5646, usercpu_time_millis: 0.75, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 512.1152, mean_absolute_error: 0.4383, 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: 0.8782, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.442, root_relative_squared_error: 0.8849, scimark_benchmark: 1288.3788, usercpu_time_millis: 0.766, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 0.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.3583, kb_relative_information_score: 76.2259, mean_absolute_error: 0.4903, 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: 0.9826, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.491, root_relative_squared_error: 0.9831, scimark_benchmark: 1305.9545, usercpu_time_millis: 0.755, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 0.381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 828.9083, mean_absolute_error: 0.3949, 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: 0.7914, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4061, root_relative_squared_error: 0.813, scimark_benchmark: 1304.8689, usercpu_time_millis: 0.758, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1292.5226, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1285.6761, usercpu_time_millis: 0.783, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 0.375,
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: 1266.8652, usercpu_time_millis: 0.754, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 0.369,

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