Task
Supervised Classification on ada_agnostic

Supervised Classification on ada_agnostic

Task 3896 Supervised Classification ada_agnostic 102456 runs submitted
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  • OpenML100 study_1 study_123 study_14 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.8211, kappa: 0.495, kb_relative_information_score: 1372.655, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8282, predictive_accuracy: 0.8354, prior_entropy: 0.8085, recall: 0.8354, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.795, scimark_benchmark: 1281.7526, usercpu_time_millis: 0.534, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1294.2339, usercpu_time_millis: 0.401, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8356, kappa: 0.5456, kb_relative_information_score: 1756.0093, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8348, predictive_accuracy: 0.842, prior_entropy: 0.8085, recall: 0.842, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7632, scimark_benchmark: 1286.0487, usercpu_time_millis: 1.079, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 1.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8343, kappa: 0.5429, kb_relative_information_score: 1813.2893, mean_absolute_error: 0.2173, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8331, predictive_accuracy: 0.8402, prior_entropy: 0.8085, recall: 0.8402, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.7619, scimark_benchmark: 1309.707, usercpu_time_millis: 1.578, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 1.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1303.2537, usercpu_time_millis: 0.354, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8354, kappa: 0.5444, kb_relative_information_score: 1740.7966, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8349, predictive_accuracy: 0.8422, prior_entropy: 0.8085, recall: 0.8422, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.7639, scimark_benchmark: 1287.4789, usercpu_time_millis: 0.995, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1279.9974, usercpu_time_millis: 0.352, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.6551, kappa: 0.025, kb_relative_information_score: 573.0708, mean_absolute_error: 0.3237, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8158, predictive_accuracy: 0.756, prior_entropy: 0.8085, recall: 0.756, relative_absolute_error: 0.8674, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.8911, scimark_benchmark: 1301.8256, usercpu_time_millis: 0.426, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.6454, kb_relative_information_score: 382.9731, mean_absolute_error: 0.3401, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9112, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.9222, scimark_benchmark: 1300.3493, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6541, kappa: 0.0224, kb_relative_information_score: 439.2925, mean_absolute_error: 0.3375, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8156, predictive_accuracy: 0.7556, prior_entropy: 0.8085, recall: 0.7556, relative_absolute_error: 0.9044, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3954, root_relative_squared_error: 0.9155, scimark_benchmark: 1310.2677, usercpu_time_millis: 0.443, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1306.095, usercpu_time_millis: 0.413, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1287.1072, usercpu_time_millis: 0.376, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8164, kappa: 0.4821, kb_relative_information_score: 1320.0806, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8223, predictive_accuracy: 0.8308, prior_entropy: 0.8085, recall: 0.8308, relative_absolute_error: 0.6997, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.802, scimark_benchmark: 1288.4531, usercpu_time_millis: 0.459, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1298.9837, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1293.0002, usercpu_time_millis: 0.374, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.8298, kappa: 0.5262, kb_relative_information_score: 1644.6105, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8303, predictive_accuracy: 0.8384, prior_entropy: 0.8085, recall: 0.8384, relative_absolute_error: 0.6253, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.7704, scimark_benchmark: 1300.5745, usercpu_time_millis: 0.872, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 0.739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.8346, kappa: 0.544, kb_relative_information_score: 1812.7684, mean_absolute_error: 0.2173, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8334, predictive_accuracy: 0.8404, prior_entropy: 0.8085, recall: 0.8404, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3292, root_relative_squared_error: 0.7621, scimark_benchmark: 1297.2865, usercpu_time_millis: 1.569, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1304.0014, usercpu_time_millis: 0.658, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 0.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1291.2226, usercpu_time_millis: 0.405, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1307.8099, usercpu_time_millis: 0.941, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.8071, kappa: 0.4515, kb_relative_information_score: 1210.5422, mean_absolute_error: 0.2711, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8206, predictive_accuracy: 0.8268, prior_entropy: 0.8085, recall: 0.8268, relative_absolute_error: 0.7265, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.8107, scimark_benchmark: 1307.5432, usercpu_time_millis: 0.476, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1285.8546, usercpu_time_millis: 0.413, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8358, kappa: 0.5469, kb_relative_information_score: 1820.3181, mean_absolute_error: 0.2169, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8347, predictive_accuracy: 0.8417, prior_entropy: 0.8085, recall: 0.8417, relative_absolute_error: 0.5811, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.7611, scimark_benchmark: 1304.8137, usercpu_time_millis: 1.643, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 1.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1282.1863, usercpu_time_millis: 0.378, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.649, kappa: 0.0093, kb_relative_information_score: 406.3974, mean_absolute_error: 0.3397, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8143, predictive_accuracy: 0.7534, prior_entropy: 0.8085, recall: 0.7534, relative_absolute_error: 0.9103, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.9204, scimark_benchmark: 1283.8733, usercpu_time_millis: 0.407, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.831, kappa: 0.5297, kb_relative_information_score: 1659.013, mean_absolute_error: 0.2321, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8314, predictive_accuracy: 0.8393, prior_entropy: 0.8085, recall: 0.8393, relative_absolute_error: 0.6219, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.769, scimark_benchmark: 1300.785, usercpu_time_millis: 0.807, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.6454, kb_relative_information_score: 11.0155, mean_absolute_error: 0.3723, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9976, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4309, root_relative_squared_error: 0.9977, scimark_benchmark: 1280.7847, usercpu_time_millis: 0.408, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.7797, kappa: 0.3677, kb_relative_information_score: 1028.1551, mean_absolute_error: 0.287, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8141, predictive_accuracy: 0.8128, prior_entropy: 0.8085, recall: 0.8128, relative_absolute_error: 0.769, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3584, root_relative_squared_error: 0.8298, scimark_benchmark: 1315.2492, usercpu_time_millis: 0.419, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1310.5257, usercpu_time_millis: 0.378, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8465, f_measure: 0.6559, kappa: 0.0267, kb_relative_information_score: 569.235, mean_absolute_error: 0.3237, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7944, predictive_accuracy: 0.756, prior_entropy: 0.8085, recall: 0.756, relative_absolute_error: 0.8674, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8917, scimark_benchmark: 1308.5191, usercpu_time_millis: 0.533, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1275.4001, usercpu_time_millis: 0.377, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1285.1068, usercpu_time_millis: 0.373, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1290.415, usercpu_time_millis: 0.339, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7246, f_measure: 0.6454, kb_relative_information_score: 4.7416, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4312, root_relative_squared_error: 0.9982, scimark_benchmark: 1308.273, usercpu_time_millis: 0.388, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1292.4949, usercpu_time_millis: 0.364, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1284.6645, usercpu_time_millis: 0.394, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.331,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.8313, kappa: 0.5303, kb_relative_information_score: 1640.5493, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8321, predictive_accuracy: 0.84, prior_entropy: 0.8085, recall: 0.84, relative_absolute_error: 0.6264, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.7705, scimark_benchmark: 1274.176, usercpu_time_millis: 1.131, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1290.916, usercpu_time_millis: 0.348, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1280.2496, usercpu_time_millis: 0.402, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1304.8957, usercpu_time_millis: 0.373, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1309.0666, usercpu_time_millis: 0.366, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1291.029, usercpu_time_millis: 0.387, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1289.8973, usercpu_time_millis: 0.432, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1289.0088, usercpu_time_millis: 0.386, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1285.0511, usercpu_time_millis: 0.329, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.7195, kappa: 0.1952, kb_relative_information_score: 730.8673, mean_absolute_error: 0.3087, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7923, predictive_accuracy: 0.7819, prior_entropy: 0.8085, recall: 0.7819, relative_absolute_error: 0.8271, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.8683, scimark_benchmark: 1287.9089, usercpu_time_millis: 0.511, usercpu_time_millis_testing: 0.115, usercpu_time_millis_training: 0.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1286.32, usercpu_time_millis: 0.357, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1294.3128, usercpu_time_millis: 0.366, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.6863, kappa: 0.1057, kb_relative_information_score: 676.0342, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.7939, predictive_accuracy: 0.7683, prior_entropy: 0.8085, recall: 0.7683, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3783, root_relative_squared_error: 0.8758, scimark_benchmark: 1304.1738, usercpu_time_millis: 0.479, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1301.4916, usercpu_time_millis: 0.426, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8346, kappa: 0.5436, kb_relative_information_score: 1811.1056, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8335, predictive_accuracy: 0.8406, prior_entropy: 0.8085, recall: 0.8406, relative_absolute_error: 0.5833, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.7615, scimark_benchmark: 1297.8283, usercpu_time_millis: 1.244, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8776, f_measure: 0.815, kappa: 0.4772, kb_relative_information_score: 1290.9303, mean_absolute_error: 0.2638, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8222, predictive_accuracy: 0.8303, prior_entropy: 0.8085, recall: 0.8303, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.8043, scimark_benchmark: 1280.431, usercpu_time_millis: 1.052, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 0.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1284.8927, usercpu_time_millis: 0.381, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8274, kappa: 0.5176, kb_relative_information_score: 1557.3605, mean_absolute_error: 0.2411, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8291, predictive_accuracy: 0.8374, prior_entropy: 0.8085, recall: 0.8374, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.7774, scimark_benchmark: 1283.6313, usercpu_time_millis: 0.721, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1287.682, usercpu_time_millis: 0.374, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1301.4715, usercpu_time_millis: 0.511, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1309.7489, usercpu_time_millis: 0.375, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1303.1494, usercpu_time_millis: 0.353, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8297, kappa: 0.5235, kb_relative_information_score: 1562.9136, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8322, predictive_accuracy: 0.84, prior_entropy: 0.8085, recall: 0.84, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.7769, scimark_benchmark: 1307.7285, usercpu_time_millis: 0.625, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1308.0253, usercpu_time_millis: 0.436, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1286.6776, usercpu_time_millis: 0.348, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1306.9899, usercpu_time_millis: 0.367, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.6454, kb_relative_information_score: 0.6013, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1282.0157, usercpu_time_millis: 0.407, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8344, kappa: 0.5417, kb_relative_information_score: 1747.7936, mean_absolute_error: 0.224, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8337, predictive_accuracy: 0.8411, prior_entropy: 0.8085, recall: 0.8411, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.7632, scimark_benchmark: 1286.1359, usercpu_time_millis: 1.138, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 1.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8897, f_measure: 0.8264, kappa: 0.5145, kb_relative_information_score: 1540.816, mean_absolute_error: 0.2426, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8283, predictive_accuracy: 0.8367, prior_entropy: 0.8085, recall: 0.8367, relative_absolute_error: 0.65, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.7787, scimark_benchmark: 1305.8298, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.835, kappa: 0.545, kb_relative_information_score: 1828.3855, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8337, predictive_accuracy: 0.8406, prior_entropy: 0.8085, recall: 0.8406, relative_absolute_error: 0.5785, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.7615, scimark_benchmark: 1279.8799, usercpu_time_millis: 1.608, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 1.541,

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