Task
Supervised Classification on ipums_la_97-small

Supervised Classification on ipums_la_97-small

Task 3517 Supervised Classification ipums_la_97-small 269 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 933.8635, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 945.6434, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 936.7115, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 940.2922, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.3016, kappa: 0.2028, kb_relative_information_score: 1794.0245, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3838, predictive_accuracy: 0.3076, prior_entropy: 2.7591, recall: 0.3076, relative_absolute_error: 0.8376, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.385, root_relative_squared_error: 1.1936, scimark_benchmark: 939.7623, usercpu_time_millis: 290, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.3016, kappa: 0.2028, kb_relative_information_score: 1794.0245, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3838, predictive_accuracy: 0.3076, prior_entropy: 2.7591, recall: 0.3076, relative_absolute_error: 0.8376, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.385, root_relative_squared_error: 1.1936, scimark_benchmark: 911.0478, usercpu_time_millis: 300, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.3016, kappa: 0.2028, kb_relative_information_score: 1794.0245, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3838, predictive_accuracy: 0.3076, prior_entropy: 2.7591, recall: 0.3076, relative_absolute_error: 0.8376, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.385, root_relative_squared_error: 1.1936, scimark_benchmark: 934.5243, usercpu_time_millis: 290, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.3016, kappa: 0.2028, kb_relative_information_score: 1794.0245, mean_absolute_error: 0.1744, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3838, predictive_accuracy: 0.3076, prior_entropy: 2.7591, recall: 0.3076, relative_absolute_error: 0.8376, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.385, root_relative_squared_error: 1.1936, scimark_benchmark: 770.3451, usercpu_time_millis: 310, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.3376, kappa: 0.297, kb_relative_information_score: 2403.1867, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3157, predictive_accuracy: 0.4538, prior_entropy: 2.7591, recall: 0.4538, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.9098, scimark_benchmark: 1480.5705, usercpu_time_millis: 210, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.1195, kb_relative_information_score: 0.4109, mean_absolute_error: 0.2082, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.0762, predictive_accuracy: 0.2761, prior_entropy: 2.7591, recall: 0.2761, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3226, root_relative_squared_error: 1, scimark_benchmark: 1505.597, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.626, f_measure: 0.3622, kappa: 0.2441, kb_relative_information_score: 1976.5754, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3586, predictive_accuracy: 0.3724, prior_entropy: 2.7591, recall: 0.3724, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3961, root_relative_squared_error: 1.2278, scimark_benchmark: 1480.5705, usercpu_time_millis: 39840, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 39830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6384, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2153.8986, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.1538, scimark_benchmark: 1466.6185, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7347, f_measure: 0.379, kappa: 0.2801, kb_relative_information_score: 2399.099, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3683, predictive_accuracy: 0.4248, prior_entropy: 2.7591, recall: 0.4248, relative_absolute_error: 0.7829, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.981, scimark_benchmark: 1466.6185, usercpu_time_millis: 14670, usercpu_time_millis_testing: 440, usercpu_time_millis_training: 14230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5088, f_measure: 0.153, kappa: 0.0193, kb_relative_information_score: 979.3831, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2413, predictive_accuracy: 0.2734, prior_entropy: 2.7591, recall: 0.2734, relative_absolute_error: 0.8727, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.4262, root_relative_squared_error: 1.3211, scimark_benchmark: 1335.643, usercpu_time_millis: 33200, usercpu_time_millis_testing: 7620, usercpu_time_millis_training: 25580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.614, f_measure: 0.3572, kappa: 0.2272, kb_relative_information_score: 1939.0973, mean_absolute_error: 0.1572, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3543, predictive_accuracy: 0.3711, prior_entropy: 2.7591, recall: 0.3711, relative_absolute_error: 0.7553, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3965, root_relative_squared_error: 1.2291, scimark_benchmark: 1313.9994, usercpu_time_millis: 110590, usercpu_time_millis_testing: 55520, usercpu_time_millis_training: 55070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.357, kappa: 0.309, kb_relative_information_score: 2328.8791, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3657, predictive_accuracy: 0.4625, prior_entropy: 2.7591, recall: 0.4625, relative_absolute_error: 0.8143, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.9057, scimark_benchmark: 1306.6379, usercpu_time_millis: 786260, usercpu_time_millis_training: 786260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6919, f_measure: 0.2204, kappa: 0.1423, kb_relative_information_score: 976.9103, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2908, predictive_accuracy: 0.3606, prior_entropy: 2.7591, recall: 0.3606, relative_absolute_error: 0.9255, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.9597, scimark_benchmark: 1073.494, usercpu_time_millis: 1670, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6105, f_measure: 0.2819, kappa: 0.139, kb_relative_information_score: 1405.8455, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2743, predictive_accuracy: 0.3026, prior_entropy: 2.7591, recall: 0.3026, relative_absolute_error: 0.8873, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3652, root_relative_squared_error: 1.1319, scimark_benchmark: 1313.5726, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7791, f_measure: 0.3699, kappa: 0.2811, kb_relative_information_score: 1460.269, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.4014, predictive_accuracy: 0.436, prior_entropy: 2.7591, recall: 0.436, relative_absolute_error: 0.9, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.9316, scimark_benchmark: 1307.3269, usercpu_time_millis: 13860, usercpu_time_millis_testing: 1470, usercpu_time_millis_training: 12390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 1372.2145, usercpu_time_millis: 1250, usercpu_time_millis_testing: 710, usercpu_time_millis_training: 540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, f_measure: 0.4052, kappa: 0.2895, kb_relative_information_score: 2252.0279, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.4003, predictive_accuracy: 0.4119, prior_entropy: 2.7591, recall: 0.4119, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.1886, scimark_benchmark: 938.343, usercpu_time_millis: 12930, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 12660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.3904, kappa: 0.3255, kb_relative_information_score: 2471.7576, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3892, predictive_accuracy: 0.4679, prior_entropy: 2.7591, recall: 0.4679, relative_absolute_error: 0.7966, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.89, scimark_benchmark: 1315.395, usercpu_time_millis: 332140, usercpu_time_millis_testing: 2760, usercpu_time_millis_training: 329380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.4205, kappa: 0.3094, kb_relative_information_score: 1392.7482, mean_absolute_error: 0.1972, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.4132, predictive_accuracy: 0.433, prior_entropy: 2.7591, recall: 0.433, relative_absolute_error: 0.9474, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.307, root_relative_squared_error: 0.9518, scimark_benchmark: 915.6729, usercpu_time_millis: 2164090, usercpu_time_millis_testing: 9540, usercpu_time_millis_training: 2154550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, f_measure: 0.358, kappa: 0.3244, kb_relative_information_score: 1390.3711, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3263, predictive_accuracy: 0.4761, prior_entropy: 2.7591, recall: 0.4761, relative_absolute_error: 0.9418, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.947, scimark_benchmark: 1320.2556, usercpu_time_millis: 4632550, usercpu_time_millis_testing: 2668150, usercpu_time_millis_training: 1964400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.3337, kappa: 0.2138, kb_relative_information_score: 2038.8896, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3225, predictive_accuracy: 0.3663, prior_entropy: 2.7591, recall: 0.3663, relative_absolute_error: 0.8388, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3228, root_relative_squared_error: 1.0005, scimark_benchmark: 1363.454, usercpu_time_millis: 33670, usercpu_time_millis_testing: 33670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7372, f_measure: 0.3421, kappa: 0.2316, kb_relative_information_score: 2011.3786, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3324, predictive_accuracy: 0.3825, prior_entropy: 2.7591, recall: 0.3825, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.9645, scimark_benchmark: 940.3347, usercpu_time_millis: 51430, usercpu_time_millis_testing: 51430,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 1318.1432, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 937.1527, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 918.0213, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 1250.8301, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7595, f_measure: 0.2778, kappa: 0.2772, kb_relative_information_score: 2206.0829, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2021, predictive_accuracy: 0.4458, prior_entropy: 2.7591, recall: 0.4458, relative_absolute_error: 0.8318, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.9121, scimark_benchmark: 1304.9611, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.3292, kappa: 0.2977, kb_relative_information_score: 2242.8489, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2768, predictive_accuracy: 0.4559, prior_entropy: 2.7591, recall: 0.4559, relative_absolute_error: 0.8272, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.9063, scimark_benchmark: 1310.3951, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.25, kappa: 0.0966, kb_relative_information_score: 1079.3134, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2432, predictive_accuracy: 0.2693, prior_entropy: 2.7591, recall: 0.2693, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3368, root_relative_squared_error: 1.044, scimark_benchmark: 924.1296, usercpu_time_millis: 8970, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 8950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8328, f_measure: 0.3728, kappa: 0.3209, kb_relative_information_score: 2557.9049, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3942, predictive_accuracy: 0.4692, prior_entropy: 2.7591, recall: 0.4692, relative_absolute_error: 0.7852, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.8867, scimark_benchmark: 880.8372, usercpu_time_millis: 1340, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1320,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7458, f_measure: 0.2984, kappa: 0.2062, kb_relative_information_score: 1002.6874, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.342, predictive_accuracy: 0.3928, prior_entropy: 2.7591, recall: 0.3928, relative_absolute_error: 0.9371, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3082, root_relative_squared_error: 0.9553, scimark_benchmark: 1330.0694, usercpu_time_millis: 5560, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 5510,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7844, f_measure: 0.4062, kappa: 0.3288, kb_relative_information_score: 2575.2546, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.4018, predictive_accuracy: 0.4659, prior_entropy: 2.7591, recall: 0.4659, relative_absolute_error: 0.6545, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3439, root_relative_squared_error: 1.066, scimark_benchmark: 1349.9741, usercpu_time_millis: 775220, usercpu_time_millis_testing: 4170, usercpu_time_millis_training: 771050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.3376, kappa: 0.297, kb_relative_information_score: 2403.1867, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3157, predictive_accuracy: 0.4538, prior_entropy: 2.7591, recall: 0.4538, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.9098, scimark_benchmark: 922.1419, usercpu_time_millis: 320, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8141, f_measure: 0.3026, kappa: 0.2886, kb_relative_information_score: 2320.901, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2673, predictive_accuracy: 0.4538, prior_entropy: 2.7591, recall: 0.4538, relative_absolute_error: 0.8234, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.292, root_relative_squared_error: 0.9052, scimark_benchmark: 1315.933, usercpu_time_millis: 161320, usercpu_time_millis_testing: 161320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8211, f_measure: 0.3706, kappa: 0.3157, kb_relative_information_score: 2461.8765, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3517, predictive_accuracy: 0.4623, prior_entropy: 2.7591, recall: 0.4623, relative_absolute_error: 0.7975, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.892, scimark_benchmark: 1320.9026, usercpu_time_millis: 194860, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 194850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7819, f_measure: 0.3307, kappa: 0.2904, kb_relative_information_score: 2251.532, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3875, predictive_accuracy: 0.4472, prior_entropy: 2.7591, recall: 0.4472, relative_absolute_error: 0.8206, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.294, root_relative_squared_error: 0.9112, scimark_benchmark: 1328.8457, usercpu_time_millis: 464630, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 464620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, f_measure: 0.4052, kappa: 0.2895, kb_relative_information_score: 2252.0279, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.4002, predictive_accuracy: 0.4119, prior_entropy: 2.7591, recall: 0.4119, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3834, root_relative_squared_error: 1.1886, scimark_benchmark: 1339.8573, usercpu_time_millis: 5920, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 5710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, f_measure: 0.25, kappa: 0.0966, kb_relative_information_score: 1079.3134, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.2432, predictive_accuracy: 0.2693, prior_entropy: 2.7591, recall: 0.2693, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3368, root_relative_squared_error: 1.044, scimark_benchmark: 1322.7383, usercpu_time_millis: 8440, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 8410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6973, f_measure: 0.3025, kappa: 0.1997, kb_relative_information_score: 1745.6572, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3848, predictive_accuracy: 0.3028, prior_entropy: 2.7591, recall: 0.3028, relative_absolute_error: 0.8467, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3891, root_relative_squared_error: 1.206, scimark_benchmark: 1354.3488, usercpu_time_millis: 240, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.3376, kappa: 0.297, kb_relative_information_score: 2403.1867, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3157, predictive_accuracy: 0.4538, prior_entropy: 2.7591, recall: 0.4538, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.9098, scimark_benchmark: 1342.6911, usercpu_time_millis: 240, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 926.6704, usercpu_time_millis: 2020, usercpu_time_millis_testing: 1250, usercpu_time_millis_training: 770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 933.1165, usercpu_time_millis: 1750, usercpu_time_millis_testing: 940, usercpu_time_millis_training: 810,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.3376, kappa: 0.297, kb_relative_information_score: 2403.1867, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3157, predictive_accuracy: 0.4538, prior_entropy: 2.7591, recall: 0.4538, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.9098, scimark_benchmark: 1329.8937, usercpu_time_millis: 220, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7161, f_measure: 0.4003, kappa: 0.281, kb_relative_information_score: 2243.3635, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3974, predictive_accuracy: 0.4036, prior_entropy: 2.7591, recall: 0.4036, relative_absolute_error: 0.7172, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3781, root_relative_squared_error: 1.1721, scimark_benchmark: 1260.1387, usercpu_time_millis: 278060, usercpu_time_millis_testing: 5480, usercpu_time_millis_training: 272580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.2506, kappa: 0.218, kb_relative_information_score: 1860.5389, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.1818, predictive_accuracy: 0.4029, prior_entropy: 2.7591, recall: 0.4029, relative_absolute_error: 0.7171, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3864, root_relative_squared_error: 1.1976, scimark_benchmark: 1347.993, usercpu_time_millis: 164900, usercpu_time_millis_testing: 72650, usercpu_time_millis_training: 92250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 918.0213, usercpu_time_millis: 1900, usercpu_time_millis_testing: 940, usercpu_time_millis_training: 960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 918.0213, usercpu_time_millis: 1950, usercpu_time_millis_testing: 1000, usercpu_time_millis_training: 950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6973, f_measure: 0.3025, kappa: 0.1997, kb_relative_information_score: 1745.6572, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3848, predictive_accuracy: 0.3028, prior_entropy: 2.7591, recall: 0.3028, relative_absolute_error: 0.8467, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3891, root_relative_squared_error: 1.206, scimark_benchmark: 938.0414, usercpu_time_millis: 240, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 1322.7257, usercpu_time_millis: 1280, usercpu_time_millis_testing: 730, usercpu_time_millis_training: 550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7791, f_measure: 0.3699, kappa: 0.2811, kb_relative_information_score: 1460.269, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.4014, predictive_accuracy: 0.436, prior_entropy: 2.7591, recall: 0.436, relative_absolute_error: 0.9, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.9316, scimark_benchmark: 1337.3179, usercpu_time_millis: 10560, usercpu_time_millis_testing: 1650, usercpu_time_millis_training: 8910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8084, f_measure: 0.3298, kappa: 0.2789, kb_relative_information_score: 1237.5265, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3522, predictive_accuracy: 0.4465, prior_entropy: 2.7591, recall: 0.4465, relative_absolute_error: 0.9196, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.9364, scimark_benchmark: 1278.9821, usercpu_time_millis: 67890, usercpu_time_millis_testing: 870, usercpu_time_millis_training: 67020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.3376, kappa: 0.297, kb_relative_information_score: 2403.1867, mean_absolute_error: 0.1675, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3157, predictive_accuracy: 0.4538, prior_entropy: 2.7591, recall: 0.4538, relative_absolute_error: 0.8047, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.9098, scimark_benchmark: 1349.9643, usercpu_time_millis: 250, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 1352.9931, usercpu_time_millis: 1140, usercpu_time_millis_testing: 640, usercpu_time_millis_training: 500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 1303.9481, usercpu_time_millis: 1300, usercpu_time_millis_testing: 720, usercpu_time_millis_training: 580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 1330.2425, usercpu_time_millis: 1770, usercpu_time_millis_testing: 850, usercpu_time_millis_training: 920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 1292.1745, usercpu_time_millis: 1560, usercpu_time_millis_testing: 940, usercpu_time_millis_training: 620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.759, f_measure: 0.3921, kappa: 0.2748, kb_relative_information_score: 2290.4365, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3883, predictive_accuracy: 0.3989, prior_entropy: 2.7591, recall: 0.3989, relative_absolute_error: 0.7337, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3575, root_relative_squared_error: 1.1082, scimark_benchmark: 1320.1171, usercpu_time_millis: 1050, usercpu_time_millis_testing: 610, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.2506, kappa: 0.218, kb_relative_information_score: 1860.5389, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.1818, predictive_accuracy: 0.4029, prior_entropy: 2.7591, recall: 0.4029, relative_absolute_error: 0.7171, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.3864, root_relative_squared_error: 1.1976, scimark_benchmark: 1342.6744, usercpu_time_millis: 279160, usercpu_time_millis_testing: 111120, usercpu_time_millis_training: 168040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.3904, kappa: 0.3255, kb_relative_information_score: 2471.7576, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.2082, number_of_instances: 7019, precision: 0.3892, predictive_accuracy: 0.4679, prior_entropy: 2.7591, recall: 0.4679, relative_absolute_error: 0.7966, root_mean_prior_squared_error: 0.3226, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.89, scimark_benchmark: 1324.6608, usercpu_time_millis: 644360, usercpu_time_millis_testing: 2810, usercpu_time_millis_training: 641550,

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