OpenML
Supervised Classification on space_ga

Supervised Classification on space_ga

Task 4308 Supervised Classification space_ga 201 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3378, kb_relative_information_score: 247.1229, mean_absolute_error: 0.496, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.254, predictive_accuracy: 0.504, prior_entropy: 1, recall: 0.504, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7043, root_relative_squared_error: 1.4086, scimark_benchmark: 1360.6367, usercpu_time_millis: 10510, usercpu_time_millis_testing: 5100, usercpu_time_millis_training: 5410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.8026, kappa: 0.6053, kb_relative_information_score: 15200.0997, mean_absolute_error: 0.2694, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8029, predictive_accuracy: 0.8027, prior_entropy: 1, recall: 0.8027, relative_absolute_error: 0.5389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3881, root_relative_squared_error: 0.7763, scimark_benchmark: 1319.688, usercpu_time_millis: 680, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.7682, kappa: 0.5365, kb_relative_information_score: 12598.8307, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7688, predictive_accuracy: 0.7684, prior_entropy: 1, recall: 0.7684, relative_absolute_error: 0.6232, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.398, root_relative_squared_error: 0.796, scimark_benchmark: 1274.7011, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8026, f_measure: 0.7263, kappa: 0.4527, kb_relative_information_score: 10777.9361, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7266, predictive_accuracy: 0.7264, prior_entropy: 1, recall: 0.7264, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4272, root_relative_squared_error: 0.8545, scimark_benchmark: 1260.1387, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.7601, kappa: 0.5202, kb_relative_information_score: 12241.6407, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7601, predictive_accuracy: 0.7601, prior_entropy: 1, recall: 0.7601, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8087, scimark_benchmark: 1260.1387, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.7601, kappa: 0.5202, kb_relative_information_score: 12241.6407, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7601, predictive_accuracy: 0.7601, prior_entropy: 1, recall: 0.7601, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8087, scimark_benchmark: 1347.993, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.8412, kappa: 0.6824, kb_relative_information_score: 17432.3811, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8413, predictive_accuracy: 0.8412, prior_entropy: 1, recall: 0.8412, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.6793, scimark_benchmark: 1249.4068, usercpu_time_millis: 1190, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.857, f_measure: 0.8026, kappa: 0.6053, kb_relative_information_score: 15200.0997, mean_absolute_error: 0.2694, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8029, predictive_accuracy: 0.8027, prior_entropy: 1, recall: 0.8027, relative_absolute_error: 0.5389, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3881, root_relative_squared_error: 0.7763, scimark_benchmark: 1344.4042, usercpu_time_millis: 740, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.8412, kappa: 0.6824, kb_relative_information_score: 17432.3811, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8413, predictive_accuracy: 0.8412, prior_entropy: 1, recall: 0.8412, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.6793, scimark_benchmark: 1322.7257, usercpu_time_millis: 1180, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 1000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.8323, kappa: 0.6646, kb_relative_information_score: 16267.1545, mean_absolute_error: 0.2533, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8325, predictive_accuracy: 0.8323, prior_entropy: 1, recall: 0.8323, relative_absolute_error: 0.5066, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7047, scimark_benchmark: 942.9708, usercpu_time_millis: 770, usercpu_time_millis_training: 770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.7601, kappa: 0.5202, kb_relative_information_score: 12241.6407, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7601, predictive_accuracy: 0.7601, prior_entropy: 1, recall: 0.7601, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8087, scimark_benchmark: 1341.5795, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7842, kappa: 0.5684, kb_relative_information_score: 9417.4874, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7842, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8114, scimark_benchmark: 1280.6338, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7842, kappa: 0.5684, kb_relative_information_score: 9417.4874, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7842, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8114, scimark_benchmark: 1347.917, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8026, f_measure: 0.7263, kappa: 0.4527, kb_relative_information_score: 10777.9361, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7266, predictive_accuracy: 0.7264, prior_entropy: 1, recall: 0.7264, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4272, root_relative_squared_error: 0.8545, scimark_benchmark: 1313.5052, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.7601, kappa: 0.5202, kb_relative_information_score: 12241.6407, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7601, predictive_accuracy: 0.7601, prior_entropy: 1, recall: 0.7601, relative_absolute_error: 0.6331, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.8087, scimark_benchmark: 1380.2233, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8915, f_measure: 0.8187, kappa: 0.6373, kb_relative_information_score: 15373.5711, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8188, predictive_accuracy: 0.8187, prior_entropy: 1, recall: 0.8187, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.7252, scimark_benchmark: 1357.5655, usercpu_time_millis: 330, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8352, kappa: 0.6705, kb_relative_information_score: 12174.1537, mean_absolute_error: 0.329, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.836, predictive_accuracy: 0.8353, prior_entropy: 1, recall: 0.8353, relative_absolute_error: 0.658, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3698, root_relative_squared_error: 0.7397, scimark_benchmark: 1316.5986, usercpu_time_millis: 2150, usercpu_time_millis_testing: 430, usercpu_time_millis_training: 1720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8026, f_measure: 0.7263, kappa: 0.4527, kb_relative_information_score: 10777.9361, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7266, predictive_accuracy: 0.7264, prior_entropy: 1, recall: 0.7264, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4272, root_relative_squared_error: 0.8545, scimark_benchmark: 1151.6869, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7842, kappa: 0.5684, kb_relative_information_score: 9417.4874, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7842, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8114, scimark_benchmark: 1314.7093, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8016, f_measure: 0.7973, kappa: 0.5946, kb_relative_information_score: 15713.3599, mean_absolute_error: 0.2599, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7975, predictive_accuracy: 0.7973, prior_entropy: 1, recall: 0.7973, relative_absolute_error: 0.5199, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.8343, scimark_benchmark: 1328.941, usercpu_time_millis: 440, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, f_measure: 0.7838, kappa: 0.5676, kb_relative_information_score: 13252.706, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7838, predictive_accuracy: 0.7838, prior_entropy: 1, recall: 0.7838, relative_absolute_error: 0.6053, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.7788, scimark_benchmark: 1123.855, usercpu_time_millis: 260, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.8341, kappa: 0.6681, kb_relative_information_score: 16596.3941, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8342, predictive_accuracy: 0.8341, prior_entropy: 1, recall: 0.8341, relative_absolute_error: 0.4981, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.6919, scimark_benchmark: 1371.9645, usercpu_time_millis: 2430, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 2290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.8326, kappa: 0.6651, kb_relative_information_score: 16591.3533, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8328, predictive_accuracy: 0.8326, prior_entropy: 1, recall: 0.8326, relative_absolute_error: 0.498, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3465, root_relative_squared_error: 0.6931, scimark_benchmark: 892.0148, usercpu_time_millis: 1280, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 1220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.8046, kappa: 0.6091, kb_relative_information_score: 18690.7236, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8046, predictive_accuracy: 0.8046, prior_entropy: 1, recall: 0.8046, relative_absolute_error: 0.399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4156, root_relative_squared_error: 0.8313, scimark_benchmark: 1332.576, usercpu_time_millis: 3540, usercpu_time_millis_training: 3540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7566, f_measure: 0.7566, kappa: 0.5132, kb_relative_information_score: 15944.5872, mean_absolute_error: 0.2434, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7566, predictive_accuracy: 0.7566, prior_entropy: 1, recall: 0.7566, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4933, root_relative_squared_error: 0.9867, scimark_benchmark: 1317.0962, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8349, kappa: 0.6698, kb_relative_information_score: 12102.1508, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8356, predictive_accuracy: 0.835, prior_entropy: 1, recall: 0.835, relative_absolute_error: 0.6601, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.7417, scimark_benchmark: 1349.9917, usercpu_time_millis: 930, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.8339, kappa: 0.6678, kb_relative_information_score: 12079.3367, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8346, predictive_accuracy: 0.834, prior_entropy: 1, recall: 0.834, relative_absolute_error: 0.6604, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7431, scimark_benchmark: 1331.2332, usercpu_time_millis: 680, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.789, kappa: 0.578, kb_relative_information_score: 13653.0809, mean_absolute_error: 0.2954, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7891, predictive_accuracy: 0.7891, prior_entropy: 1, recall: 0.7891, relative_absolute_error: 0.5908, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7685, scimark_benchmark: 1354.629, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, f_measure: 0.8018, kappa: 0.6036, kb_relative_information_score: 15793.2218, mean_absolute_error: 0.2589, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8018, predictive_accuracy: 0.8018, prior_entropy: 1, recall: 0.8018, relative_absolute_error: 0.5178, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.7933, scimark_benchmark: 1347.388, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.7797, kappa: 0.5594, kb_relative_information_score: 12726.2705, mean_absolute_error: 0.3106, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7798, predictive_accuracy: 0.7798, prior_entropy: 1, recall: 0.7798, relative_absolute_error: 0.6212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.394, root_relative_squared_error: 0.7881, scimark_benchmark: 1311.3846, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.838, kappa: 0.6762, kb_relative_information_score: 16812.7303, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.839, predictive_accuracy: 0.8382, prior_entropy: 1, recall: 0.8382, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.6915, scimark_benchmark: 1326.8946, usercpu_time_millis: 6490, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 6190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8044, f_measure: 0.7259, kappa: 0.4552, kb_relative_information_score: 8064.7434, mean_absolute_error: 0.389, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.734, predictive_accuracy: 0.728, prior_entropy: 1, recall: 0.728, relative_absolute_error: 0.7781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4404, root_relative_squared_error: 0.8808, scimark_benchmark: 912.7324, usercpu_time_millis: 27560, usercpu_time_millis_testing: 27560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7842, kappa: 0.5684, kb_relative_information_score: 9417.4874, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7842, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8114, scimark_benchmark: 1319.4881, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.7991, kappa: 0.5984, kb_relative_information_score: 12478.1025, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8001, predictive_accuracy: 0.7993, prior_entropy: 1, recall: 0.7993, relative_absolute_error: 0.6344, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7775, scimark_benchmark: 1346.4887, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.4997, kappa: 0.0001, kb_relative_information_score: -8.901, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.5001, predictive_accuracy: 0.4999, prior_entropy: 1, recall: 0.4999, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7072, root_relative_squared_error: 1.4144, scimark_benchmark: 1358.4523, usercpu_time_millis: 300, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.7971, kappa: 0.5942, kb_relative_information_score: 18455.3094, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7973, predictive_accuracy: 0.7972, prior_entropy: 1, recall: 0.7972, relative_absolute_error: 0.4061, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4502, root_relative_squared_error: 0.9004, scimark_benchmark: 765.566, usercpu_time_millis: 590, usercpu_time_millis_testing: 580, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7971, f_measure: 0.7971, kappa: 0.5942, kb_relative_information_score: 18464.8223, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7973, predictive_accuracy: 0.7972, prior_entropy: 1, recall: 0.7972, relative_absolute_error: 0.4057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4504, root_relative_squared_error: 0.9008, scimark_benchmark: 1319.4881, usercpu_time_millis: 1060, usercpu_time_millis_testing: 1060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.4289, kappa: 0.0945, kb_relative_information_score: 975.7115, mean_absolute_error: 0.4863, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7515, predictive_accuracy: 0.544, prior_entropy: 1, recall: 0.544, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4904, root_relative_squared_error: 0.9808, scimark_benchmark: 1346.3935, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7943, f_measure: 0.794, kappa: 0.5891, kb_relative_information_score: 18314.8083, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7981, predictive_accuracy: 0.7948, prior_entropy: 1, recall: 0.7948, relative_absolute_error: 0.4105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.453, root_relative_squared_error: 0.9061, scimark_benchmark: 912.5006, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.8361, kappa: 0.6724, kb_relative_information_score: 15440.1055, mean_absolute_error: 0.2692, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8371, predictive_accuracy: 0.8363, prior_entropy: 1, recall: 0.8363, relative_absolute_error: 0.5384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3544, root_relative_squared_error: 0.7088, scimark_benchmark: 918.6005, usercpu_time_millis: 1230, usercpu_time_millis_training: 1230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.4997, kappa: 0.0001, kb_relative_information_score: -8.901, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.5001, predictive_accuracy: 0.4999, prior_entropy: 1, recall: 0.4999, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7072, root_relative_squared_error: 1.4144, scimark_benchmark: 935.5075, usercpu_time_millis: 380, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8586, kappa: 0.7172, kb_relative_information_score: 17187.7772, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8594, predictive_accuracy: 0.8587, prior_entropy: 1, recall: 0.8587, relative_absolute_error: 0.4813, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6642, scimark_benchmark: 923.6051, usercpu_time_millis: 158650, usercpu_time_millis_testing: 1060, usercpu_time_millis_training: 157590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.8412, kappa: 0.6824, kb_relative_information_score: 17432.3811, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8413, predictive_accuracy: 0.8412, prior_entropy: 1, recall: 0.8412, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.6793, scimark_benchmark: 1310.3951, usercpu_time_millis: 1180, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 1000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.776, f_measure: 0.776, kappa: 0.5519, kb_relative_information_score: 17146.6993, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.776, predictive_accuracy: 0.776, prior_entropy: 1, recall: 0.776, relative_absolute_error: 0.4481, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4733, root_relative_squared_error: 0.9467, scimark_benchmark: 1315.0767, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.8017, kappa: 0.6033, kb_relative_information_score: 15530.4945, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8017, predictive_accuracy: 0.8017, prior_entropy: 1, recall: 0.8017, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3926, root_relative_squared_error: 0.7852, scimark_benchmark: 1301.9956, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8404, f_measure: 0.8021, kappa: 0.6043, kb_relative_information_score: 15520.9448, mean_absolute_error: 0.2651, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8022, predictive_accuracy: 0.8022, prior_entropy: 1, recall: 0.8022, relative_absolute_error: 0.5303, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3969, root_relative_squared_error: 0.7938, scimark_benchmark: 1318.1432, usercpu_time_millis: 310, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7734, f_measure: 0.7735, kappa: 0.547, kb_relative_information_score: 17000.6857, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.774, predictive_accuracy: 0.7736, prior_entropy: 1, recall: 0.7736, relative_absolute_error: 0.4528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4758, root_relative_squared_error: 0.9516, scimark_benchmark: 1359.379, usercpu_time_millis: 460, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6366, f_measure: 0.6298, kappa: 0.2727, kb_relative_information_score: 8425.8858, mean_absolute_error: 0.3644, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.6461, predictive_accuracy: 0.6356, prior_entropy: 1, recall: 0.6356, relative_absolute_error: 0.7288, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6036, root_relative_squared_error: 1.2073, scimark_benchmark: 1435.4217, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7985, kappa: 0.597, kb_relative_information_score: 15209.9405, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7985, predictive_accuracy: 0.7985, prior_entropy: 1, recall: 0.7985, relative_absolute_error: 0.5375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7684, scimark_benchmark: 1330.0803, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.6901, kappa: 0.3803, kb_relative_information_score: 11822.2026, mean_absolute_error: 0.3097, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.6905, predictive_accuracy: 0.6903, prior_entropy: 1, recall: 0.6903, relative_absolute_error: 0.6195, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5565, root_relative_squared_error: 1.1131, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7864, f_measure: 0.7863, kappa: 0.5732, kb_relative_information_score: 17818.762, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.7886, predictive_accuracy: 0.7868, prior_entropy: 1, recall: 0.7868, relative_absolute_error: 0.4265, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4618, root_relative_squared_error: 0.9236, scimark_benchmark: 1341.2341, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.3378, kb_relative_information_score: -0.024, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.254, predictive_accuracy: 0.504, prior_entropy: 1, recall: 0.504, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1418.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.8003, kappa: 0.6006, kb_relative_information_score: 15719.1842, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8003, predictive_accuracy: 0.8003, prior_entropy: 1, recall: 0.8003, relative_absolute_error: 0.5201, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, scimark_benchmark: 1418.5826, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, build_cpu_time: 20.5554, build_memory: 146781672.8242, f_measure: 0.8364, kappa: 0.6728, kb_relative_information_score: 20792.0303, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8365, predictive_accuracy: 0.8364, prior_entropy: 1, recall: 0.8364, relative_absolute_error: 0.332, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3793, root_relative_squared_error: 0.7586, scimark_benchmark: 897.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, build_cpu_time: 9.6193, build_memory: 865545047.5082, f_measure: 0.8302, kappa: 0.6605, kb_relative_information_score: 20400.631, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8303, predictive_accuracy: 0.8303, prior_entropy: 1, recall: 0.8303, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.7737, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, build_cpu_time: 4.5236, build_memory: 2022823543.0702, f_measure: 0.8216, kappa: 0.6431, kb_relative_information_score: 19859.8321, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8216, predictive_accuracy: 0.8216, prior_entropy: 1, recall: 0.8216, relative_absolute_error: 0.362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.7928, scimark_benchmark: 931.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, build_cpu_time: 2.9744, build_memory: 850792152.8409, f_measure: 0.8133, kappa: 0.6266, kb_relative_information_score: 19311.7289, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8133, predictive_accuracy: 0.8133, prior_entropy: 1, recall: 0.8133, relative_absolute_error: 0.3799, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.8124, scimark_benchmark: 938.4414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, build_cpu_time: 1.3464, build_memory: 1259442645.7818, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 18562.6622, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8021, predictive_accuracy: 0.8021, prior_entropy: 1, recall: 0.8021, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.8415, scimark_benchmark: 897.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, build_cpu_time: 1.3017, build_memory: 480656463.4747, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 18562.6622, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8021, predictive_accuracy: 0.8021, prior_entropy: 1, recall: 0.8021, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.8415, scimark_benchmark: 945.0342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, build_cpu_time: 1.2762, build_memory: 1218675023.1923, f_measure: 0.8021, kappa: 0.6041, kb_relative_information_score: 18562.6622, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8021, predictive_accuracy: 0.8021, prior_entropy: 1, recall: 0.8021, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.8415, scimark_benchmark: 909.9339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, build_cpu_time: 107.2103, build_memory: 1106071464.0113, f_measure: 0.8386, kappa: 0.6774, kb_relative_information_score: 16347.9194, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8395, predictive_accuracy: 0.8388, prior_entropy: 1, recall: 0.8388, relative_absolute_error: 0.5116, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.343, root_relative_squared_error: 0.686, scimark_benchmark: 933.0933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, build_cpu_time: 6.3668, build_memory: 1717573816.3368, f_measure: 0.8344, kappa: 0.6687, kb_relative_information_score: 17188.144, mean_absolute_error: 0.238, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8346, predictive_accuracy: 0.8344, prior_entropy: 1, recall: 0.8344, relative_absolute_error: 0.476, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3439, root_relative_squared_error: 0.6879, scimark_benchmark: 927.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, build_cpu_time: 3.1589, build_memory: 1303326888.8342, f_measure: 0.8343, kappa: 0.6685, kb_relative_information_score: 17189.006, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8346, predictive_accuracy: 0.8343, prior_entropy: 1, recall: 0.8343, relative_absolute_error: 0.4757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3445, root_relative_squared_error: 0.6891, scimark_benchmark: 942.4514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, build_cpu_time: 1.9873, build_memory: 1785874929.0006, f_measure: 0.835, kappa: 0.67, kb_relative_information_score: 17181.9671, mean_absolute_error: 0.2378, mean_prior_absolute_error: 0.5, number_of_instances: 31070, precision: 0.8353, predictive_accuracy: 0.8351, prior_entropy: 1, recall: 0.8351, relative_absolute_error: 0.4757, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.6912, scimark_benchmark: 939.5573,

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