Task
Supervised Classification on Internet-Advertisements

Supervised Classification on Internet-Advertisements

Task 6566 Supervised Classification Internet-Advertisements 25422 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.8003, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.3014, usercpu_time_millis: 6.333, usercpu_time_millis_testing: 1.145, usercpu_time_millis_training: 5.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.7953, kb_relative_information_score: -1.823, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1838.6023, usercpu_time_millis: 3.912, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 3.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.5231, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 7.394, usercpu_time_millis_testing: 1.329, usercpu_time_millis_training: 6.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -1.8589, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.7595, usercpu_time_millis: 4.419, usercpu_time_millis_testing: 0.698, usercpu_time_millis_training: 3.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -13.435, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1852.4707, usercpu_time_millis: 3.287, usercpu_time_millis_testing: 0.565, usercpu_time_millis_training: 2.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.7953, kb_relative_information_score: -4.4997, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1851.3688, usercpu_time_millis: 3.884, usercpu_time_millis_testing: 0.648, usercpu_time_millis_training: 3.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.7968, kappa: 0.0075, kb_relative_information_score: 729.4562, mean_absolute_error: 0.2088, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.8801, predictive_accuracy: 0.8606, prior_entropy: 0.5848, recall: 0.8606, relative_absolute_error: 0.8666, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.8739, scimark_benchmark: 1848.321, usercpu_time_millis: 8.079, usercpu_time_millis_testing: 0.959, usercpu_time_millis_training: 7.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -1.7892, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1852.4008, usercpu_time_millis: 8.063, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 6.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -2.2627, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1847.8629, usercpu_time_millis: 6.534, usercpu_time_millis_testing: 1.139, usercpu_time_millis_training: 5.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -0.7511, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1851.0335, usercpu_time_millis: 7.126, usercpu_time_millis_testing: 1.195, usercpu_time_millis_training: 5.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.6679, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1841.1522, usercpu_time_millis: 6.207, usercpu_time_millis_testing: 1.111, usercpu_time_millis_training: 5.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.7953, kb_relative_information_score: 622.0774, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.8916, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.8966, scimark_benchmark: 1843.2356, usercpu_time_millis: 6.637, usercpu_time_millis_testing: 0.92, usercpu_time_millis_training: 5.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -4.261, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1840.7617, usercpu_time_millis: 4.402, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 3.677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -1.885, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1844.7258, usercpu_time_millis: 5.332, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 4.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: 2.6728, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9985, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1841.2265, usercpu_time_millis: 3.535, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 2.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.0722, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.7595, usercpu_time_millis: 6.015, usercpu_time_millis_testing: 1.048, usercpu_time_millis_training: 4.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -3.8024, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1848.388, usercpu_time_millis: 4.256, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 3.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.7953, kb_relative_information_score: -10.7492, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.877, usercpu_time_millis_testing: 0.519, usercpu_time_millis_training: 2.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -5.8645, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1826.0997, usercpu_time_millis: 3.143, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 2.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -0.3078, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1846.1643, usercpu_time_millis: 7.571, usercpu_time_millis_testing: 1.194, usercpu_time_millis_training: 6.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.9582, kappa: 0.8266, kb_relative_information_score: 2166.1462, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9583, predictive_accuracy: 0.9582, prior_entropy: 0.5848, recall: 0.9582, relative_absolute_error: 0.3155, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.5297, scimark_benchmark: 1844.7928, usercpu_time_millis: 5.558, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 5.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.9681, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1840.4044, usercpu_time_millis: 6.039, usercpu_time_millis_testing: 0.991, usercpu_time_millis_training: 5.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.9644, kappa: 0.8514, kb_relative_information_score: 2221.1013, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9643, predictive_accuracy: 0.9646, prior_entropy: 0.5848, recall: 0.9646, relative_absolute_error: 0.3108, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.4966, scimark_benchmark: 1836.6789, usercpu_time_millis: 373.716, usercpu_time_millis_testing: 1.31, usercpu_time_millis_training: 372.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9675, f_measure: 0.9594, kappa: 0.8327, kb_relative_information_score: 2275.1428, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9598, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.2797, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5112, scimark_benchmark: 1816.9072, usercpu_time_millis: 364.051, usercpu_time_millis_testing: 0.848, usercpu_time_millis_training: 363.203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.96, kappa: 0.8346, kb_relative_information_score: 2275.0994, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9602, predictive_accuracy: 0.9597, prior_entropy: 0.5848, recall: 0.9597, relative_absolute_error: 0.2842, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.177, root_relative_squared_error: 0.5101, scimark_benchmark: 1853.3841, usercpu_time_millis: 269.982, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 269.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9739, kappa: 0.8896, kb_relative_information_score: 2546.6371, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.974, predictive_accuracy: 0.9744, prior_entropy: 0.5848, recall: 0.9744, relative_absolute_error: 0.2022, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.4289, scimark_benchmark: 1806.9689, usercpu_time_millis: 243.332, usercpu_time_millis_testing: 0.91, usercpu_time_millis_training: 242.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9594, kappa: 0.8324, kb_relative_information_score: 2288.0335, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9597, predictive_accuracy: 0.9591, prior_entropy: 0.5848, recall: 0.9591, relative_absolute_error: 0.275, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.5057, scimark_benchmark: 1829.7272, usercpu_time_millis: 193.502, usercpu_time_millis_testing: 0.738, usercpu_time_millis_training: 192.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9556, kappa: 0.8152, kb_relative_information_score: 2264.467, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9555, predictive_accuracy: 0.9558, prior_entropy: 0.5848, recall: 0.9558, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.5248, scimark_benchmark: 1791.8886, usercpu_time_millis: 208.099, usercpu_time_millis_testing: 0.755, usercpu_time_millis_training: 207.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9713, kappa: 0.8786, kb_relative_information_score: 2477.6806, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9715, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.4532, scimark_benchmark: 1850.2875, usercpu_time_millis: 182.206, usercpu_time_millis_testing: 0.857, usercpu_time_millis_training: 181.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9761, kappa: 0.8991, kb_relative_information_score: 2617.7284, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9762, predictive_accuracy: 0.9765, prior_entropy: 0.5848, recall: 0.9765, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.141, root_relative_squared_error: 0.4062, scimark_benchmark: 1814.613, usercpu_time_millis: 160.806, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 159.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9529, kappa: 0.8028, kb_relative_information_score: 2233.3159, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9526, predictive_accuracy: 0.9533, prior_entropy: 0.5848, recall: 0.9533, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.5329, scimark_benchmark: 1852.5406, usercpu_time_millis: 150.715, usercpu_time_millis_testing: 0.735, usercpu_time_millis_training: 149.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9685, kappa: 0.865, kb_relative_information_score: 2212.3365, mean_absolute_error: 0.0795, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9693, predictive_accuracy: 0.9695, prior_entropy: 0.5848, recall: 0.9695, relative_absolute_error: 0.3298, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.4965, scimark_benchmark: 1845.7061, usercpu_time_millis: 183.983, usercpu_time_millis_testing: 2.587, usercpu_time_millis_training: 181.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9666, kappa: 0.8594, kb_relative_information_score: 2213.9954, mean_absolute_error: 0.0774, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9665, predictive_accuracy: 0.9671, prior_entropy: 0.5848, recall: 0.9671, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.174, root_relative_squared_error: 0.5015, scimark_benchmark: 1853.9121, usercpu_time_millis: 159.998, usercpu_time_millis_testing: 1.605, usercpu_time_millis_training: 158.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9637, kappa: 0.842, kb_relative_information_score: 2232.148, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9663, predictive_accuracy: 0.9655, prior_entropy: 0.5848, recall: 0.9655, relative_absolute_error: 0.3466, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.169, root_relative_squared_error: 0.4871, scimark_benchmark: 1853.9849, usercpu_time_millis: 162.458, usercpu_time_millis_testing: 6.788, usercpu_time_millis_training: 155.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9675, kappa: 0.8605, kb_relative_information_score: 2166.7301, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9683, predictive_accuracy: 0.9686, prior_entropy: 0.5848, recall: 0.9686, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.5001, scimark_benchmark: 1810.8374, usercpu_time_millis: 69.276, usercpu_time_millis_testing: 1.13, usercpu_time_millis_training: 68.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9649, kappa: 0.8485, kb_relative_information_score: 2153.4779, mean_absolute_error: 0.0865, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 0.5848, recall: 0.9665, relative_absolute_error: 0.359, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5148, scimark_benchmark: 1841.1596, usercpu_time_millis: 130.045, usercpu_time_millis_testing: 2.298, usercpu_time_millis_training: 127.747,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.074, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1794.5729, usercpu_time_millis: 6.554, usercpu_time_millis_testing: 1.11, usercpu_time_millis_training: 5.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -0.5321, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1812.4365, usercpu_time_millis: 7.397, usercpu_time_millis_testing: 1.262, usercpu_time_millis_training: 6.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.7621, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1851.6628, usercpu_time_millis: 7.814, usercpu_time_millis_testing: 1.281, usercpu_time_millis_training: 6.533,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.4893, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1846.1643, usercpu_time_millis: 6.621, usercpu_time_millis_testing: 1.305, usercpu_time_millis_training: 5.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9662, kappa: 0.854, kb_relative_information_score: 2224.5331, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9679, predictive_accuracy: 0.9677, prior_entropy: 0.5848, recall: 0.9677, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.493, scimark_benchmark: 1841.6847, usercpu_time_millis: 32.794, usercpu_time_millis_testing: 1.133, usercpu_time_millis_training: 31.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -11.5898, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1831.1212, usercpu_time_millis: 3.992, usercpu_time_millis_testing: 0.628, usercpu_time_millis_training: 3.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.7953, kb_relative_information_score: -33.3843, mean_absolute_error: 0.2411, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0009, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1848.321, usercpu_time_millis: 3.103, usercpu_time_millis_testing: 0.535, usercpu_time_millis_training: 2.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -1.8606, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1841.7546, usercpu_time_millis: 4.419, usercpu_time_millis_testing: 0.702, usercpu_time_millis_training: 3.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.7953, kb_relative_information_score: -3.8284, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1853.454, usercpu_time_millis: 5.093, usercpu_time_millis_testing: 0.858, usercpu_time_millis_training: 4.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: 0.0852, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1843.2539, usercpu_time_millis: 6.925, usercpu_time_millis_testing: 1.064, usercpu_time_millis_training: 5.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -2.2034, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1839.5885, usercpu_time_millis: 5.166, usercpu_time_millis_testing: 0.838, usercpu_time_millis_training: 4.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -3.0176, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1800.7885, usercpu_time_millis: 6.622, usercpu_time_millis_testing: 1.117, usercpu_time_millis_training: 5.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.7953, kb_relative_information_score: -3.69, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1841.2265, usercpu_time_millis: 4.341, usercpu_time_millis_testing: 0.739, usercpu_time_millis_training: 3.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -3.098, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1851.8567, usercpu_time_millis: 4.866, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 4.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.2732, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1791.3298, usercpu_time_millis: 5.886, usercpu_time_millis_testing: 0.989, usercpu_time_millis_training: 4.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -1.8013, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1804.3485, usercpu_time_millis: 5.76, usercpu_time_millis_testing: 0.981, usercpu_time_millis_training: 4.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -4.2474, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1857.5664, usercpu_time_millis: 4.985, usercpu_time_millis_testing: 0.854, usercpu_time_millis_training: 4.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -3.7273, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1855.0232, usercpu_time_millis: 4.71, usercpu_time_millis_testing: 0.83, usercpu_time_millis_training: 3.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9553, kappa: 0.8124, kb_relative_information_score: 2199.3741, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.955, predictive_accuracy: 0.9558, prior_entropy: 0.5848, recall: 0.9558, relative_absolute_error: 0.3185, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.5339, scimark_benchmark: 1852.4707, usercpu_time_millis: 11.76, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 11.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 1.3934, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1730.7623, usercpu_time_millis: 8.775, usercpu_time_millis_testing: 1.374, usercpu_time_millis_training: 7.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9716, kappa: 0.8804, kb_relative_information_score: 2638.8504, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9715, predictive_accuracy: 0.9719, prior_entropy: 0.5848, recall: 0.9719, relative_absolute_error: 0.1569, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.4347, scimark_benchmark: 1848.2024, usercpu_time_millis: 11, usercpu_time_millis_testing: 0.541, usercpu_time_millis_training: 10.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: 0.6723, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1849.3742, usercpu_time_millis: 5.244, usercpu_time_millis_testing: 0.976, usercpu_time_millis_training: 4.268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.7953, kb_relative_information_score: -0.2444, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1842.598, usercpu_time_millis: 8.378, usercpu_time_millis_testing: 1.229, usercpu_time_millis_training: 7.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.7953, kb_relative_information_score: -2.3129, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1839.7163, usercpu_time_millis: 7.033, usercpu_time_millis_testing: 1.272, usercpu_time_millis_training: 5.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.7953, kb_relative_information_score: -4.3989, mean_absolute_error: 0.2409, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1841.0704, usercpu_time_millis: 4.794, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 3.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.7953, kb_relative_information_score: -2.279, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1839.5885, usercpu_time_millis: 4.95, usercpu_time_millis_testing: 0.831, usercpu_time_millis_training: 4.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7953, kb_relative_information_score: -12.2918, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.7396, predictive_accuracy: 0.86, prior_entropy: 0.5848, recall: 0.86, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.347, root_relative_squared_error: 1, scimark_benchmark: 1821.405, usercpu_time_millis: 3.264, usercpu_time_millis_testing: 0.562, usercpu_time_millis_training: 2.702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.9319, kappa: 0.7065, kb_relative_information_score: 1853.5514, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9316, predictive_accuracy: 0.9347, prior_entropy: 0.5848, recall: 0.9347, relative_absolute_error: 0.4587, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.6423, scimark_benchmark: 1840.7617, usercpu_time_millis: 438.734, usercpu_time_millis_testing: 1.259, usercpu_time_millis_training: 437.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9624, kappa: 0.8438, kb_relative_information_score: 2235.7599, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9624, predictive_accuracy: 0.9625, prior_entropy: 0.5848, recall: 0.9625, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1717, root_relative_squared_error: 0.4949, scimark_benchmark: 1828.0938, usercpu_time_millis: 316.049, usercpu_time_millis_testing: 1.145, usercpu_time_millis_training: 314.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9588, kappa: 0.8302, kb_relative_information_score: 2276.0089, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9592, predictive_accuracy: 0.9585, prior_entropy: 0.5848, recall: 0.9585, relative_absolute_error: 0.2793, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.5111, scimark_benchmark: 1847.3406, usercpu_time_millis: 348.405, usercpu_time_millis_testing: 0.816, usercpu_time_millis_training: 347.589,

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