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: 0.8982, f_measure: 0.8443, kappa: 0.5699, kb_relative_information_score: 1884.3791, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8439, predictive_accuracy: 0.8503, prior_entropy: 0.8085, recall: 0.8503, relative_absolute_error: 0.5673, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7498, scimark_benchmark: 1285.4176, usercpu_time_millis: 372.51, usercpu_time_millis_testing: 17.62, usercpu_time_millis_training: 354.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8421, kappa: 0.5632, kb_relative_information_score: 1900.7069, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8417, predictive_accuracy: 0.8483, prior_entropy: 0.8085, recall: 0.8483, relative_absolute_error: 0.5604, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.7518, scimark_benchmark: 1300.4288, usercpu_time_millis: 259.13, usercpu_time_millis_testing: 6.098, usercpu_time_millis_training: 253.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8427, kappa: 0.565, kb_relative_information_score: 1888.9773, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8422, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.565, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7504, scimark_benchmark: 1296.9958, usercpu_time_millis: 277.657, usercpu_time_millis_testing: 8.498, usercpu_time_millis_training: 269.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.846, kappa: 0.5706, kb_relative_information_score: 1657.9431, mean_absolute_error: 0.2343, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8484, predictive_accuracy: 0.8542, prior_entropy: 0.8085, recall: 0.8542, relative_absolute_error: 0.6279, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.327, root_relative_squared_error: 0.757, scimark_benchmark: 1282.6625, usercpu_time_millis: 146.364, usercpu_time_millis_testing: 11.96, usercpu_time_millis_training: 134.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.8455, kappa: 0.5731, kb_relative_information_score: 1903.1376, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8451, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5611, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7512, scimark_benchmark: 1302.6517, usercpu_time_millis: 437.946, usercpu_time_millis_testing: 16.85, usercpu_time_millis_training: 421.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8474, kappa: 0.5775, kb_relative_information_score: 1825.3942, mean_absolute_error: 0.2179, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8477, predictive_accuracy: 0.8538, prior_entropy: 0.8085, recall: 0.8538, relative_absolute_error: 0.5839, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7479, scimark_benchmark: 1275.3416, usercpu_time_millis: 156.037, usercpu_time_millis_testing: 8.744, usercpu_time_millis_training: 147.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.8487, kappa: 0.5799, kb_relative_information_score: 1743.0178, mean_absolute_error: 0.2258, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8499, predictive_accuracy: 0.8558, prior_entropy: 0.8085, recall: 0.8558, relative_absolute_error: 0.6051, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.325, root_relative_squared_error: 0.7524, scimark_benchmark: 1284.4731, usercpu_time_millis: 13.048, usercpu_time_millis_testing: 1.073, usercpu_time_millis_training: 11.975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8955, f_measure: 0.8434, kappa: 0.568, kb_relative_information_score: 1910.9022, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8427, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.5563, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7538, scimark_benchmark: 1277.5777, usercpu_time_millis: 142.195, usercpu_time_millis_testing: 4.654, usercpu_time_millis_training: 137.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8416, kappa: 0.5633, kb_relative_information_score: 1910.819, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8408, predictive_accuracy: 0.8472, prior_entropy: 0.8085, recall: 0.8472, relative_absolute_error: 0.5541, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.7588, scimark_benchmark: 1287.1117, usercpu_time_millis: 422.885, usercpu_time_millis_testing: 6.227, usercpu_time_millis_training: 416.658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8464, kappa: 0.5769, kb_relative_information_score: 1921.1731, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8456, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.552, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.7582, scimark_benchmark: 1304.5356, usercpu_time_millis: 583.904, usercpu_time_millis_testing: 16.864, usercpu_time_millis_training: 567.04,
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: 1291.6906, usercpu_time_millis: 1.645, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 1.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1284.1305, usercpu_time_millis: 2.215, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 2.134,
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: 1286.4487, usercpu_time_millis: 1.281, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.221,
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: 1307.2346, usercpu_time_millis: 1.437, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.363,
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: 1304.1058, usercpu_time_millis: 0.987, usercpu_time_millis_testing: 0.061, 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: 1285.9525, usercpu_time_millis: 1.381, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 1.325,
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: 1292.0664, usercpu_time_millis: 1.973, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 1.894,
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: 1277.556, usercpu_time_millis: 1.189, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.115,
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: 1309.5007, usercpu_time_millis: 1.148, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.071,
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: 1305.3047, usercpu_time_millis: 1.225, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 1.17,
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: 1306.6223, usercpu_time_millis: 1.182, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 1.117,
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: 1273.8844, usercpu_time_millis: 0.986, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.932,
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: 1309.6221, usercpu_time_millis: 0.901, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.849,
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: 1280.8021, usercpu_time_millis: 2.395, usercpu_time_millis_testing: 0.163, usercpu_time_millis_training: 2.232,
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: 1276.0282, usercpu_time_millis: 1.788, usercpu_time_millis_testing: 0.115, usercpu_time_millis_training: 1.673,
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: 1309.2319, usercpu_time_millis: 1.646, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 1.561,
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: 1295.7949, usercpu_time_millis: 1.257, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 1.188,
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: 1307.6802, usercpu_time_millis: 1.312, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.206,
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: 1307.1214, usercpu_time_millis: 1.416, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 1.344,
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: 1317.0982, usercpu_time_millis: 0.834, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.781,
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: 1306.8968, usercpu_time_millis: 0.951, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.88,
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: 1308.732, usercpu_time_millis: 0.864, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8289, f_measure: 0.835, kappa: 0.5431, kb_relative_information_score: 1594.0734, mean_absolute_error: 0.2421, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8344, predictive_accuracy: 0.8417, prior_entropy: 0.8085, recall: 0.8417, relative_absolute_error: 0.6486, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.8069, scimark_benchmark: 1314.175, usercpu_time_millis: 1.206, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 1.145,
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: 1297.5173, usercpu_time_millis: 0.722, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.676,
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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: 1303.4824, usercpu_time_millis: 1.195, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 1.109,
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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: 1278.5206, usercpu_time_millis: 1.014, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.953,
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: 1284.1293, usercpu_time_millis: 1.007, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.792, f_measure: 0.8029, kappa: 0.4454, kb_relative_information_score: 1110.0198, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8053, predictive_accuracy: 0.8172, prior_entropy: 0.8085, recall: 0.8172, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.8528, scimark_benchmark: 1279.7052, usercpu_time_millis: 0.855, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.802,
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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: 1309.6128, usercpu_time_millis: 1.75, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 1.678,
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: 1277.983, usercpu_time_millis: 1.027, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.974,
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: 1287.9574, usercpu_time_millis: 1.574, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.524,
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: 1306.5954, usercpu_time_millis: 1.299, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.222,
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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: 1284.5885, usercpu_time_millis: 0.844, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.781,
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: 1292.6356, usercpu_time_millis: 0.878, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.825,
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: 1282.8514, usercpu_time_millis: 0.765, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.711,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8401, f_measure: 0.8366, kappa: 0.5423, kb_relative_information_score: 1709.2024, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8406, predictive_accuracy: 0.847, prior_entropy: 0.8085, recall: 0.847, relative_absolute_error: 0.6179, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.7869, scimark_benchmark: 1276.8852, usercpu_time_millis: 1.034, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.975,
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: 1281.1916, usercpu_time_millis: 0.763, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.713,
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: 1281.4035, usercpu_time_millis: 2.583, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 2.404,
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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: 1305.4108, usercpu_time_millis: 1.326, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 1.266,
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: 1306.4635, usercpu_time_millis: 2.222, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 2.068,
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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: 1282.5342, usercpu_time_millis: 1.584, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 1.498,
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: 1291.3722, usercpu_time_millis: 1.74, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 1.642,
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: 1281.6977, usercpu_time_millis: 1.423, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 1.331,
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: 1313.8918, usercpu_time_millis: 0.789, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.739,
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: 1309.6028, usercpu_time_millis: 1.189, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 1.133,
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: 1302.8097, usercpu_time_millis: 1.031, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.975,
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: 1308.6498, usercpu_time_millis: 0.906, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.85,
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: 1310.7681, usercpu_time_millis: 1.557, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 1.457,

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