OpenML
Supervised Classification on scene

Supervised Classification on scene

Task 3485 Supervised Classification scene 87577 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8609, kappa: 0.4773, kb_relative_information_score: 667.5021, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8896, predictive_accuracy: 0.8828, prior_entropy: 0.6786, recall: 0.8828, relative_absolute_error: 0.7041, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.7577, scimark_benchmark: 1302.3724, usercpu_time_millis: 272.411, usercpu_time_millis_testing: 8.765, usercpu_time_millis_training: 263.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.8522, kappa: 0.4419, kb_relative_information_score: 669.5561, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8861, predictive_accuracy: 0.8774, prior_entropy: 0.6786, recall: 0.8774, relative_absolute_error: 0.7048, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.7662, scimark_benchmark: 1311.6367, usercpu_time_millis: 150.498, usercpu_time_millis_testing: 4.946, usercpu_time_millis_training: 145.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8761, kappa: 0.5367, kb_relative_information_score: 719.5882, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9028, predictive_accuracy: 0.8941, prior_entropy: 0.6786, recall: 0.8941, relative_absolute_error: 0.6857, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.7438, scimark_benchmark: 1293.5157, usercpu_time_millis: 292.142, usercpu_time_millis_testing: 7.352, usercpu_time_millis_training: 284.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8675, kappa: 0.5031, kb_relative_information_score: 689.5451, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8961, predictive_accuracy: 0.8878, prior_entropy: 0.6786, recall: 0.8878, relative_absolute_error: 0.6948, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.288, root_relative_squared_error: 0.7513, scimark_benchmark: 1313.2579, usercpu_time_millis: 305.562, usercpu_time_millis_testing: 8.509, usercpu_time_millis_training: 297.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.91, kappa: 0.6695, kb_relative_information_score: 1038.4551, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9253, predictive_accuracy: 0.9194, prior_entropy: 0.6786, recall: 0.9194, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.6722, scimark_benchmark: 1316.1278, usercpu_time_millis: 1091.484, usercpu_time_millis_testing: 7.542, usercpu_time_millis_training: 1083.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.8699, kappa: 0.5174, kb_relative_information_score: 641.7807, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8844, predictive_accuracy: 0.8862, prior_entropy: 0.6786, recall: 0.8862, relative_absolute_error: 0.6832, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.7662, scimark_benchmark: 1321.0997, usercpu_time_millis: 11.291, usercpu_time_millis_testing: 1.066, usercpu_time_millis_training: 10.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.8581, kappa: 0.466, kb_relative_information_score: 688.3696, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8888, predictive_accuracy: 0.8812, prior_entropy: 0.6786, recall: 0.8812, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.7576, scimark_benchmark: 1294.9737, usercpu_time_millis: 190.127, usercpu_time_millis_testing: 6.86, usercpu_time_millis_training: 183.267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.7942, kappa: 0.2099, kb_relative_information_score: 480.3009, mean_absolute_error: 0.227, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.862, predictive_accuracy: 0.845, prior_entropy: 0.6786, recall: 0.845, relative_absolute_error: 0.7716, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3127, root_relative_squared_error: 0.8157, scimark_benchmark: 1316.8324, usercpu_time_millis: 57.243, usercpu_time_millis_testing: 2.84, usercpu_time_millis_training: 54.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8056, kappa: 0.2548, kb_relative_information_score: 517.7678, mean_absolute_error: 0.2231, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8699, predictive_accuracy: 0.8513, prior_entropy: 0.6786, recall: 0.8513, relative_absolute_error: 0.7584, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3095, root_relative_squared_error: 0.8072, scimark_benchmark: 1288.4366, usercpu_time_millis: 70.72, usercpu_time_millis_testing: 2.896, usercpu_time_millis_training: 67.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.7461, kappa: 0.0227, kb_relative_information_score: 374.0129, mean_absolute_error: 0.2398, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8547, predictive_accuracy: 0.8234, prior_entropy: 0.6786, recall: 0.8234, relative_absolute_error: 0.815, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.8474, scimark_benchmark: 1298.0428, usercpu_time_millis: 31.735, usercpu_time_millis_testing: 2.577, usercpu_time_millis_training: 29.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9173, f_measure: 0.7968, kappa: 0.2205, kb_relative_information_score: 452.7372, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8586, predictive_accuracy: 0.8459, prior_entropy: 0.6786, recall: 0.8459, relative_absolute_error: 0.7783, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3135, root_relative_squared_error: 0.8178, scimark_benchmark: 1277.5186, usercpu_time_millis: 24.709, usercpu_time_millis_testing: 1.883, usercpu_time_millis_training: 22.826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.8453, kappa: 0.4196, kb_relative_information_score: 494.7273, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.865, predictive_accuracy: 0.8691, prior_entropy: 0.6786, recall: 0.8691, relative_absolute_error: 0.7309, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.8088, scimark_benchmark: 1293.2612, usercpu_time_millis: 10.388, usercpu_time_millis_testing: 1.507, usercpu_time_millis_training: 8.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, f_measure: 0.7604, kappa: 0.0776, kb_relative_information_score: 415.2186, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8589, predictive_accuracy: 0.8297, prior_entropy: 0.6786, recall: 0.8297, relative_absolute_error: 0.7913, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.32, root_relative_squared_error: 0.8347, scimark_benchmark: 1317.0818, usercpu_time_millis: 9.24, usercpu_time_millis_testing: 0.924, usercpu_time_millis_training: 8.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8509, kappa: 0.4366, kb_relative_information_score: 652.5336, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8874, predictive_accuracy: 0.877, prior_entropy: 0.6786, recall: 0.877, relative_absolute_error: 0.7111, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.7675, scimark_benchmark: 1323.4131, usercpu_time_millis: 177.426, usercpu_time_millis_testing: 5.162, usercpu_time_millis_training: 172.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8587, kappa: 0.4672, kb_relative_information_score: 701.8425, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8937, predictive_accuracy: 0.8824, prior_entropy: 0.6786, recall: 0.8824, relative_absolute_error: 0.6929, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.7586, scimark_benchmark: 1318.8907, usercpu_time_millis: 79.136, usercpu_time_millis_testing: 2.706, usercpu_time_millis_training: 76.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.8904, kappa: 0.5936, kb_relative_information_score: 827.2999, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9103, predictive_accuracy: 0.904, prior_entropy: 0.6786, recall: 0.904, relative_absolute_error: 0.6459, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.7169, scimark_benchmark: 1318.3791, usercpu_time_millis: 183.548, usercpu_time_millis_testing: 4.615, usercpu_time_millis_training: 178.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8444, kappa: 0.4103, kb_relative_information_score: 614.836, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8837, predictive_accuracy: 0.8729, prior_entropy: 0.6786, recall: 0.8729, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.297, root_relative_squared_error: 0.7748, scimark_benchmark: 1317.8061, usercpu_time_millis: 206.422, usercpu_time_millis_testing: 7.114, usercpu_time_millis_training: 199.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 319.4584, mean_absolute_error: 0.247, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3314, root_relative_squared_error: 0.8644, scimark_benchmark: 1318.539, usercpu_time_millis: 11.904, usercpu_time_millis_testing: 1.048, usercpu_time_millis_training: 10.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.846, kappa: 0.4171, kb_relative_information_score: 596.3925, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8835, predictive_accuracy: 0.8737, prior_entropy: 0.6786, recall: 0.8737, relative_absolute_error: 0.7282, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2984, root_relative_squared_error: 0.7782, scimark_benchmark: 1289.7515, usercpu_time_millis: 107.383, usercpu_time_millis_testing: 3.9, usercpu_time_millis_training: 103.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.8066, kappa: 0.2597, kb_relative_information_score: 446.2999, mean_absolute_error: 0.229, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8625, predictive_accuracy: 0.8509, prior_entropy: 0.6786, recall: 0.8509, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.8162, scimark_benchmark: 1320.5812, usercpu_time_millis: 40.892, usercpu_time_millis_testing: 2.374, usercpu_time_millis_training: 38.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.8621, kappa: 0.4822, kb_relative_information_score: 658.3691, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8904, predictive_accuracy: 0.8837, prior_entropy: 0.6786, recall: 0.8837, relative_absolute_error: 0.7033, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.291, root_relative_squared_error: 0.7591, scimark_benchmark: 1318.3747, usercpu_time_millis: 63.086, usercpu_time_millis_testing: 1.951, usercpu_time_millis_training: 61.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.8542, kappa: 0.4493, kb_relative_information_score: 694.3967, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8912, predictive_accuracy: 0.8795, prior_entropy: 0.6786, recall: 0.8795, relative_absolute_error: 0.6964, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.7598, scimark_benchmark: 1314.197, usercpu_time_millis: 55.128, usercpu_time_millis_testing: 2.342, usercpu_time_millis_training: 52.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.8915, kappa: 0.598, kb_relative_information_score: 833.4561, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.911, predictive_accuracy: 0.9049, prior_entropy: 0.6786, recall: 0.9049, relative_absolute_error: 0.6437, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.7153, scimark_benchmark: 1298.6286, usercpu_time_millis: 530.631, usercpu_time_millis_testing: 11.417, usercpu_time_millis_training: 519.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.7402, kb_relative_information_score: 183.7362, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8794, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.8982, scimark_benchmark: 1327.9095, usercpu_time_millis: 19.334, usercpu_time_millis_testing: 1.87, usercpu_time_millis_training: 17.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8519, kappa: 0.4404, kb_relative_information_score: 638.0716, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8889, predictive_accuracy: 0.8779, prior_entropy: 0.6786, recall: 0.8779, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.7709, scimark_benchmark: 1293.8847, usercpu_time_millis: 53.901, usercpu_time_millis_testing: 2.11, usercpu_time_millis_training: 51.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8407, kappa: 0.3951, kb_relative_information_score: 637.4024, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8852, predictive_accuracy: 0.8712, prior_entropy: 0.6786, recall: 0.8712, relative_absolute_error: 0.7175, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.298, root_relative_squared_error: 0.7773, scimark_benchmark: 1309.4698, usercpu_time_millis: 29.089, usercpu_time_millis_testing: 1.646, usercpu_time_millis_training: 27.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.8065, kappa: 0.2588, kb_relative_information_score: 523.3666, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8662, predictive_accuracy: 0.8513, prior_entropy: 0.6786, recall: 0.8513, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.8026, scimark_benchmark: 1321.664, usercpu_time_millis: 164.417, usercpu_time_millis_testing: 8.091, usercpu_time_millis_training: 156.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.7832, kappa: 0.1663, kb_relative_information_score: 470.056, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8626, predictive_accuracy: 0.8401, prior_entropy: 0.6786, recall: 0.8401, relative_absolute_error: 0.7764, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.8196, scimark_benchmark: 1311.2119, usercpu_time_millis: 46.213, usercpu_time_millis_testing: 2.643, usercpu_time_millis_training: 43.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.7402, kb_relative_information_score: 89.2027, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.948, scimark_benchmark: 1299.4558, usercpu_time_millis: 31.092, usercpu_time_millis_testing: 3.343, usercpu_time_millis_training: 27.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.8774, kappa: 0.5431, kb_relative_information_score: 755.8543, mean_absolute_error: 0.1973, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8994, predictive_accuracy: 0.8941, prior_entropy: 0.6786, recall: 0.8941, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2825, root_relative_squared_error: 0.7369, scimark_benchmark: 1321.9958, usercpu_time_millis: 303.34, usercpu_time_millis_testing: 10.572, usercpu_time_millis_training: 292.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.7402, kb_relative_information_score: 119.9754, mean_absolute_error: 0.2641, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8977, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3503, root_relative_squared_error: 0.9137, scimark_benchmark: 1307.013, usercpu_time_millis: 47.029, usercpu_time_millis_testing: 3.525, usercpu_time_millis_training: 43.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8621, kappa: 0.4822, kb_relative_information_score: 698.0993, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8904, predictive_accuracy: 0.8837, prior_entropy: 0.6786, recall: 0.8837, relative_absolute_error: 0.6928, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.289, root_relative_squared_error: 0.7539, scimark_benchmark: 1283.4323, usercpu_time_millis: 291.89, usercpu_time_millis_testing: 11.056, usercpu_time_millis_training: 280.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.8542, kappa: 0.4495, kb_relative_information_score: 650.6178, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8892, predictive_accuracy: 0.8791, prior_entropy: 0.6786, recall: 0.8791, relative_absolute_error: 0.7113, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.7683, scimark_benchmark: 1282.7847, usercpu_time_millis: 112.503, usercpu_time_millis_testing: 3.957, usercpu_time_millis_training: 108.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.789, kappa: 0.1895, kb_relative_information_score: 406.4396, mean_absolute_error: 0.2331, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8564, predictive_accuracy: 0.8421, prior_entropy: 0.6786, recall: 0.8421, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.317, root_relative_squared_error: 0.8268, scimark_benchmark: 1315.0354, usercpu_time_millis: 39.902, usercpu_time_millis_testing: 2.662, usercpu_time_millis_training: 37.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.7402, kb_relative_information_score: 359.7948, mean_absolute_error: 0.2397, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8148, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8488, scimark_benchmark: 1296.3325, usercpu_time_millis: 65.443, usercpu_time_millis_testing: 3.218, usercpu_time_millis_training: 62.225,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.7402, kb_relative_information_score: 183.3708, mean_absolute_error: 0.2575, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8755, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.8959, scimark_benchmark: 1308.2735, usercpu_time_millis: 55.983, usercpu_time_millis_testing: 4.058, usercpu_time_millis_training: 51.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.7923, kappa: 0.2024, kb_relative_information_score: 441.4629, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8583, predictive_accuracy: 0.8438, prior_entropy: 0.6786, recall: 0.8438, relative_absolute_error: 0.7812, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.821, scimark_benchmark: 1298.3152, usercpu_time_millis: 24.921, usercpu_time_millis_testing: 2.096, usercpu_time_millis_training: 22.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8332, kappa: 0.3658, kb_relative_information_score: 584.7737, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8762, predictive_accuracy: 0.8658, prior_entropy: 0.6786, recall: 0.8658, relative_absolute_error: 0.7358, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.7836, scimark_benchmark: 1298.0493, usercpu_time_millis: 192.257, usercpu_time_millis_testing: 11.419, usercpu_time_millis_training: 180.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.7974, kappa: 0.2226, kb_relative_information_score: 507.7568, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8636, predictive_accuracy: 0.8467, prior_entropy: 0.6786, recall: 0.8467, relative_absolute_error: 0.7623, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.8089, scimark_benchmark: 1296.7004, usercpu_time_millis: 36.578, usercpu_time_millis_testing: 1.936, usercpu_time_millis_training: 34.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8363, kappa: 0.378, kb_relative_information_score: 519.0864, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8792, predictive_accuracy: 0.8679, prior_entropy: 0.6786, recall: 0.8679, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.7965, scimark_benchmark: 1309.321, usercpu_time_millis: 136.241, usercpu_time_millis_testing: 6.269, usercpu_time_millis_training: 129.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.7442, kappa: 0.0151, kb_relative_information_score: 380.2001, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8541, predictive_accuracy: 0.8226, prior_entropy: 0.6786, recall: 0.8226, relative_absolute_error: 0.8055, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3231, root_relative_squared_error: 0.8428, scimark_benchmark: 1312.3145, usercpu_time_millis: 134.901, usercpu_time_millis_testing: 4.494, usercpu_time_millis_training: 130.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.8685, kappa: 0.5067, kb_relative_information_score: 753.2359, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8975, predictive_accuracy: 0.8887, prior_entropy: 0.6786, recall: 0.8887, relative_absolute_error: 0.6731, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.7416, scimark_benchmark: 1318.573, usercpu_time_millis: 167.509, usercpu_time_millis_testing: 4.514, usercpu_time_millis_training: 162.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8537, kappa: 0.4483, kb_relative_information_score: 630.2421, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8861, predictive_accuracy: 0.8783, prior_entropy: 0.6786, recall: 0.8783, relative_absolute_error: 0.7153, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.294, root_relative_squared_error: 0.7667, scimark_benchmark: 1315.7277, usercpu_time_millis: 173.132, usercpu_time_millis_testing: 7.42, usercpu_time_millis_training: 165.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8486, kappa: 0.4278, kb_relative_information_score: 648.8085, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.883, predictive_accuracy: 0.8749, prior_entropy: 0.6786, recall: 0.8749, relative_absolute_error: 0.7109, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.7657, scimark_benchmark: 1292.0478, usercpu_time_millis: 137.558, usercpu_time_millis_testing: 7.883, usercpu_time_millis_training: 129.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.8363, kappa: 0.378, kb_relative_information_score: 573.961, mean_absolute_error: 0.2171, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8792, predictive_accuracy: 0.8679, prior_entropy: 0.6786, recall: 0.8679, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.7832, scimark_benchmark: 1296.3408, usercpu_time_millis: 179.436, usercpu_time_millis_testing: 9.615, usercpu_time_millis_training: 169.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8506, kappa: 0.4354, kb_relative_information_score: 642.3253, mean_absolute_error: 0.2098, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8861, predictive_accuracy: 0.8766, prior_entropy: 0.6786, recall: 0.8766, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.295, root_relative_squared_error: 0.7694, scimark_benchmark: 1310.9099, usercpu_time_millis: 210.373, usercpu_time_millis_testing: 7.666, usercpu_time_millis_training: 202.707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.8816, kappa: 0.5594, kb_relative_information_score: 810.3332, mean_absolute_error: 0.1923, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9034, predictive_accuracy: 0.8974, prior_entropy: 0.6786, recall: 0.8974, relative_absolute_error: 0.6537, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2776, root_relative_squared_error: 0.7242, scimark_benchmark: 1292.994, usercpu_time_millis: 95.922, usercpu_time_millis_testing: 2.313, usercpu_time_millis_training: 93.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9591, kappa: 0.8554, kb_relative_information_score: 1658.9797, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9624, predictive_accuracy: 0.9609, prior_entropy: 0.6786, recall: 0.9609, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.4916, scimark_benchmark: 1306.5719, usercpu_time_millis: 4894.491, usercpu_time_millis_testing: 8.797, usercpu_time_millis_training: 4885.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9636, kappa: 0.8715, kb_relative_information_score: 1649.7399, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9665, predictive_accuracy: 0.9651, prior_entropy: 0.6786, recall: 0.9651, relative_absolute_error: 0.3666, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.4864, scimark_benchmark: 1290.2027, usercpu_time_millis: 5874.045, usercpu_time_millis_testing: 5.647, usercpu_time_millis_training: 5868.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.9188, kappa: 0.7033, kb_relative_information_score: 1106.7011, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9318, predictive_accuracy: 0.9265, prior_entropy: 0.6786, recall: 0.9265, relative_absolute_error: 0.5778, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.251, root_relative_squared_error: 0.6545, scimark_benchmark: 1302.097, usercpu_time_millis: 1306.322, usercpu_time_millis_testing: 6.706, usercpu_time_millis_training: 1299.616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8229, kappa: 0.3241, kb_relative_information_score: 555.5189, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8748, predictive_accuracy: 0.8604, prior_entropy: 0.6786, recall: 0.8604, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.7963, scimark_benchmark: 1285.9081, usercpu_time_millis: 125.801, usercpu_time_millis_testing: 5.619, usercpu_time_millis_training: 120.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.8689, kappa: 0.509, kb_relative_information_score: 744.9194, mean_absolute_error: 0.1986, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8946, predictive_accuracy: 0.8882, prior_entropy: 0.6786, recall: 0.8882, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.7405, scimark_benchmark: 1287.7408, usercpu_time_millis: 316.094, usercpu_time_millis_testing: 10.148, usercpu_time_millis_training: 305.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8505, kappa: 0.4355, kb_relative_information_score: 592.5287, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8842, predictive_accuracy: 0.8762, prior_entropy: 0.6786, recall: 0.8762, relative_absolute_error: 0.7269, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.298, root_relative_squared_error: 0.7773, scimark_benchmark: 1294.7874, usercpu_time_millis: 44.349, usercpu_time_millis_testing: 2.093, usercpu_time_millis_training: 42.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.7402, kb_relative_information_score: 272.3348, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8618, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.882, scimark_benchmark: 1296.0869, usercpu_time_millis: 21.63, usercpu_time_millis_testing: 1.788, usercpu_time_millis_training: 19.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.8556, kappa: 0.456, kb_relative_information_score: 653.9396, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8872, predictive_accuracy: 0.8795, prior_entropy: 0.6786, recall: 0.8795, relative_absolute_error: 0.7083, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.7614, scimark_benchmark: 1317.0342, usercpu_time_millis: 176.806, usercpu_time_millis_testing: 6.42, usercpu_time_millis_training: 170.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.7402, kb_relative_information_score: 337.6514, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8375, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3308, root_relative_squared_error: 0.8628, scimark_benchmark: 1314.7375, usercpu_time_millis: 44.017, usercpu_time_millis_testing: 3.688, usercpu_time_millis_training: 40.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.8561, kappa: 0.4571, kb_relative_information_score: 693.9856, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8903, predictive_accuracy: 0.8803, prior_entropy: 0.6786, recall: 0.8803, relative_absolute_error: 0.6966, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.7594, scimark_benchmark: 1297.9546, usercpu_time_millis: 80.62, usercpu_time_millis_testing: 2.332, usercpu_time_millis_training: 78.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.7402, kb_relative_information_score: 249.1223, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8607, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.8824, scimark_benchmark: 1303.8642, usercpu_time_millis: 22.905, usercpu_time_millis_testing: 2.33, usercpu_time_millis_training: 20.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8279, kappa: 0.3446, kb_relative_information_score: 543.3833, mean_absolute_error: 0.2202, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8745, predictive_accuracy: 0.8629, prior_entropy: 0.6786, recall: 0.8629, relative_absolute_error: 0.7485, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.7922, scimark_benchmark: 1298.5281, usercpu_time_millis: 137.448, usercpu_time_millis_testing: 7.776, usercpu_time_millis_training: 129.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.8561, kappa: 0.4571, kb_relative_information_score: 658.1052, mean_absolute_error: 0.2079, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8903, predictive_accuracy: 0.8803, prior_entropy: 0.6786, recall: 0.8803, relative_absolute_error: 0.7068, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.7627, scimark_benchmark: 1312.8204, usercpu_time_millis: 62.297, usercpu_time_millis_testing: 2.616, usercpu_time_millis_training: 59.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.7412, kappa: 0.0038, kb_relative_information_score: 368.0465, mean_absolute_error: 0.243, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8533, predictive_accuracy: 0.8214, prior_entropy: 0.6786, recall: 0.8214, relative_absolute_error: 0.8259, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.8537, scimark_benchmark: 1293.0312, usercpu_time_millis: 43.934, usercpu_time_millis_testing: 2.863, usercpu_time_millis_training: 41.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8283, kappa: 0.3458, kb_relative_information_score: 514.2757, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8761, predictive_accuracy: 0.8633, prior_entropy: 0.6786, recall: 0.8633, relative_absolute_error: 0.7561, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.7993, scimark_benchmark: 1297.1205, usercpu_time_millis: 146.247, usercpu_time_millis_testing: 6.072, usercpu_time_millis_training: 140.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9659, kappa: 0.88, kb_relative_information_score: 1832.8719, mean_absolute_error: 0.0801, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9683, predictive_accuracy: 0.9672, prior_entropy: 0.6786, recall: 0.9672, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4387, scimark_benchmark: 1322.0247, usercpu_time_millis: 6667.64, usercpu_time_millis_testing: 5.23, usercpu_time_millis_training: 6662.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.7442, kappa: 0.0151, kb_relative_information_score: 382.4046, mean_absolute_error: 0.2384, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8541, predictive_accuracy: 0.8226, prior_entropy: 0.6786, recall: 0.8226, relative_absolute_error: 0.8103, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.8445, scimark_benchmark: 1316.4165, usercpu_time_millis: 91.796, usercpu_time_millis_testing: 4.814, usercpu_time_millis_training: 86.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.7442, kappa: 0.0151, kb_relative_information_score: 305.8179, mean_absolute_error: 0.2436, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8541, predictive_accuracy: 0.8226, prior_entropy: 0.6786, recall: 0.8226, relative_absolute_error: 0.8282, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.858, scimark_benchmark: 1308.0773, usercpu_time_millis: 22.083, usercpu_time_millis_testing: 1.493, usercpu_time_millis_training: 20.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.7402, kb_relative_information_score: 224.2616, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.6739, predictive_accuracy: 0.8209, prior_entropy: 0.6786, recall: 0.8209, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.8846, scimark_benchmark: 1314.0816, usercpu_time_millis: 38.326, usercpu_time_millis_testing: 2.562, usercpu_time_millis_training: 35.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.8559, kappa: 0.4557, kb_relative_information_score: 699.4621, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8931, predictive_accuracy: 0.8808, prior_entropy: 0.6786, recall: 0.8808, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.7595, scimark_benchmark: 1322.893, usercpu_time_millis: 255.135, usercpu_time_millis_testing: 5.329, usercpu_time_millis_training: 249.806,

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

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs