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: 1317.8936, usercpu_time_millis: 0.698, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 0.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2433.873, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9476, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.2748, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4163, scimark_benchmark: 1294.1516, usercpu_time_millis: 1.272, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 0.894,
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: 1301.3211, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9643, kappa: 0.9286, kb_relative_information_score: 2770.4828, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9644, predictive_accuracy: 0.9643, prior_entropy: 0.9986, recall: 0.9643, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1698, root_relative_squared_error: 0.3399, scimark_benchmark: 1316.8595, usercpu_time_millis: 3.172, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 2.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2833.0382, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.325, scimark_benchmark: 1306.156, usercpu_time_millis: 6.774, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 6.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1331.5796, usercpu_time_millis: 0.728, usercpu_time_millis_testing: 0.372, 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: 1318.8271, usercpu_time_millis: 0.736, usercpu_time_millis_testing: 0.37, usercpu_time_millis_training: 0.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9386, kappa: 0.8768, kb_relative_information_score: 2119.4994, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9397, predictive_accuracy: 0.9387, prior_entropy: 0.9986, recall: 0.9387, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.5014, scimark_benchmark: 1311.5384, usercpu_time_millis: 0.948, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9596, kappa: 0.9191, kb_relative_information_score: 2673.0706, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9597, predictive_accuracy: 0.9596, prior_entropy: 0.9986, recall: 0.9596, relative_absolute_error: 0.1854, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.3615, scimark_benchmark: 1315.171, usercpu_time_millis: 1.855, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 1.497,
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: 1296.5094, usercpu_time_millis: 0.817, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 0.418,
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: 1303.5402, usercpu_time_millis: 0.756, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 0.399,
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: 1313.1354, usercpu_time_millis: 0.789, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 0.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, 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: 1324.5133, usercpu_time_millis: 0.717, usercpu_time_millis_testing: 0.38, 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: 1313.4381, usercpu_time_millis: 0.68, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1353.0623, usercpu_time_millis: 0.654, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9483, kappa: 0.8965, kb_relative_information_score: 2501.0245, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9485, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.3999, scimark_benchmark: 1320.6311, usercpu_time_millis: 1.342, usercpu_time_millis_testing: 0.344, usercpu_time_millis_training: 0.998,
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: 1303.5764, usercpu_time_millis: 0.828, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 0.455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9556, kappa: 0.911, kb_relative_information_score: 2563.8476, mean_absolute_error: 0.1129, 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: 0.2262, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.3859, scimark_benchmark: 1296.5041, usercpu_time_millis: 1.538, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 1.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9675, kappa: 0.9348, kb_relative_information_score: 2824.9296, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9675, predictive_accuracy: 0.9675, prior_entropy: 0.9986, recall: 0.9675, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.3287, scimark_benchmark: 1330.8544, usercpu_time_millis: 4.561, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 4.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9398, kappa: 0.8794, kb_relative_information_score: 2322.3648, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9409, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.3145, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.4538, scimark_benchmark: 1301.3118, usercpu_time_millis: 2.824, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 2.464,
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: 1304.8228, usercpu_time_millis: 0.678, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9618, kappa: 0.9235, kb_relative_information_score: 2751.2472, mean_absolute_error: 0.0779, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9619, predictive_accuracy: 0.9618, prior_entropy: 0.9986, recall: 0.9618, relative_absolute_error: 0.156, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.3442, scimark_benchmark: 1300.5022, usercpu_time_millis: 5.454, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 5.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9672, kappa: 0.9342, kb_relative_information_score: 2825.4077, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9672, predictive_accuracy: 0.9671, prior_entropy: 0.9986, recall: 0.9671, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.3274, scimark_benchmark: 1303.813, usercpu_time_millis: 5.836, usercpu_time_millis_testing: 0.485, usercpu_time_millis_training: 5.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9665, kappa: 0.9329, kb_relative_information_score: 2807.2635, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.9986, recall: 0.9665, relative_absolute_error: 0.1349, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.3331, scimark_benchmark: 1323.8033, usercpu_time_millis: 3.588, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 3.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1302.1322, usercpu_time_millis: 0.704, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1303.0034, usercpu_time_millis: 0.741, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.378,
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: 1322.1845, usercpu_time_millis: 1.05, usercpu_time_millis_testing: 0.489, usercpu_time_millis_training: 0.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9484, kappa: 0.8965, kb_relative_information_score: 2352.4266, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9485, predictive_accuracy: 0.9484, prior_entropy: 0.9986, recall: 0.9484, relative_absolute_error: 0.304, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4356, scimark_benchmark: 1323.3794, usercpu_time_millis: 1.338, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 0.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9575, kappa: 0.9147, kb_relative_information_score: 2674.7187, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9575, predictive_accuracy: 0.9574, prior_entropy: 0.9986, recall: 0.9574, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.18, root_relative_squared_error: 0.3603, scimark_benchmark: 1299.9214, usercpu_time_millis: 2.415, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 2.049,
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: 1314.781, usercpu_time_millis: 0.694, usercpu_time_millis_testing: 0.358, 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: 1326.7165, usercpu_time_millis: 0.696, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.9026, kappa: 0.8051, kb_relative_information_score: 1156.0842, mean_absolute_error: 0.3475, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.91, predictive_accuracy: 0.9033, prior_entropy: 0.9986, recall: 0.9033, relative_absolute_error: 0.6964, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.368, root_relative_squared_error: 0.7368, scimark_benchmark: 1341.1541, usercpu_time_millis: 0.686, usercpu_time_millis_testing: 0.336, usercpu_time_millis_training: 0.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1310.5033, usercpu_time_millis: 0.732, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 0.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.96, kappa: 0.9198, kb_relative_information_score: 2668.8817, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.96, predictive_accuracy: 0.96, prior_entropy: 0.9986, recall: 0.96, relative_absolute_error: 0.1869, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.3626, scimark_benchmark: 1328.0909, usercpu_time_millis: 1.954, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 1.572,
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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: 1303.3116, usercpu_time_millis: 0.71, usercpu_time_millis_testing: 0.364, 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: 1323.3787, usercpu_time_millis: 0.693, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 0.356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9382, kappa: 0.8762, kb_relative_information_score: 1233.8989, mean_absolute_error: 0.337, 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: 0.6753, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7166, scimark_benchmark: 1313.8074, usercpu_time_millis: 0.778, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 0.397,
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: 1299.216, usercpu_time_millis: 0.809, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 0.449,
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: 1321.567, usercpu_time_millis: 0.962, usercpu_time_millis_testing: 0.508, usercpu_time_millis_training: 0.454,
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: 1304.5286, usercpu_time_millis: 0.778, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 0.386,
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: 1294.6417, usercpu_time_millis: 0.799, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 0.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1297.1028, usercpu_time_millis: 0.777, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9662, kappa: 0.9323, kb_relative_information_score: 2792.8413, mean_absolute_error: 0.07, 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: 0.1403, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3361, scimark_benchmark: 1303.7204, usercpu_time_millis: 3.364, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 2.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9678, kappa: 0.9354, kb_relative_information_score: 2820.4308, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.9986, recall: 0.9678, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3294, scimark_benchmark: 1296.5214, usercpu_time_millis: 4.767, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 4.39,
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: 1282.6689, usercpu_time_millis: 0.755, usercpu_time_millis_testing: 0.394, 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: 1316.1948, usercpu_time_millis: 0.798, usercpu_time_millis_testing: 0.463, 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: 1319.6595, 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: 0.9887, f_measure: 0.9408, kappa: 0.8813, kb_relative_information_score: 2120.3976, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9416, predictive_accuracy: 0.9409, prior_entropy: 0.9986, recall: 0.9409, relative_absolute_error: 0.3867, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.4954, scimark_benchmark: 1316.5283, usercpu_time_millis: 0.877, usercpu_time_millis_testing: 0.339, 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: 1320.162, usercpu_time_millis: 0.697, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 0.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9458, kappa: 0.8915, kb_relative_information_score: 2265.3374, mean_absolute_error: 0.1669, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9459, predictive_accuracy: 0.9459, prior_entropy: 0.9986, recall: 0.9459, relative_absolute_error: 0.3345, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.4582, scimark_benchmark: 1288.3191, usercpu_time_millis: 1.034, usercpu_time_millis_testing: 0.35, usercpu_time_millis_training: 0.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9427, kappa: 0.8852, kb_relative_information_score: 2144.3285, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9429, predictive_accuracy: 0.9427, prior_entropy: 0.9986, recall: 0.9427, relative_absolute_error: 0.3767, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2444, root_relative_squared_error: 0.4892, scimark_benchmark: 1310.406, usercpu_time_millis: 1.043, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 0.646,
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: 1306.2934, usercpu_time_millis: 0.7, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 0.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9685, f_measure: 0.9022, kappa: 0.8044, kb_relative_information_score: 337.4133, mean_absolute_error: 0.4603, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9102, predictive_accuracy: 0.903, prior_entropy: 0.9986, recall: 0.903, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4619, root_relative_squared_error: 0.9248, scimark_benchmark: 1313.9735, usercpu_time_millis: 0.703, usercpu_time_millis_testing: 0.346, usercpu_time_millis_training: 0.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9575, kappa: 0.9147, kb_relative_information_score: 2658.4864, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9575, predictive_accuracy: 0.9574, prior_entropy: 0.9986, recall: 0.9574, relative_absolute_error: 0.191, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.3639, scimark_benchmark: 1302.7789, usercpu_time_millis: 2.064, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 1.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.9395, kappa: 0.8787, kb_relative_information_score: 2149.0037, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9396, prior_entropy: 0.9986, recall: 0.9396, relative_absolute_error: 0.3768, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.246, root_relative_squared_error: 0.4925, scimark_benchmark: 1316.9338, usercpu_time_millis: 0.916, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 0.581,
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: 1299.1088, usercpu_time_millis: 0.708, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: 0.0022, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1323.9881, 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: 0.499, 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: 1326.1462, usercpu_time_millis: 0.682, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 0.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2479.2856, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9477, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4068, scimark_benchmark: 1288.0713, usercpu_time_millis: 1.442, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 1.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.943, kappa: 0.8858, kb_relative_information_score: 2165.9647, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9432, predictive_accuracy: 0.9431, prior_entropy: 0.9986, recall: 0.9431, relative_absolute_error: 0.3696, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.4831, scimark_benchmark: 1300.6755, usercpu_time_millis: 1.025, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 0.642,
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: 1321.6198, usercpu_time_millis: 1.008, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 0.589,
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: 1311.1571, usercpu_time_millis: 0.796, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 0.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.9035, kappa: 0.807, kb_relative_information_score: 623.0795, mean_absolute_error: 0.4234, 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: 0.8485, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.8598, scimark_benchmark: 1301.399, usercpu_time_millis: 0.799, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 0.431,

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