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: 0.973, f_measure: 0.9493, kappa: 0.8189, kb_relative_information_score: 1437.0913, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9546, predictive_accuracy: 0.9522, prior_entropy: 0.6786, recall: 0.9522, relative_absolute_error: 0.4491, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.5487, scimark_benchmark: 1761.0104, usercpu_time_millis: 874.65, usercpu_time_millis_testing: 1.473, usercpu_time_millis_training: 873.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.9087, kappa: 0.6639, kb_relative_information_score: 1058.1938, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9255, predictive_accuracy: 0.9186, prior_entropy: 0.6786, recall: 0.9186, relative_absolute_error: 0.6035, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.258, root_relative_squared_error: 0.6729, scimark_benchmark: 1762.2908, usercpu_time_millis: 210.338, usercpu_time_millis_testing: 1.02, usercpu_time_millis_training: 209.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9521, kappa: 0.8294, kb_relative_information_score: 1471.1062, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9569, predictive_accuracy: 0.9547, prior_entropy: 0.6786, recall: 0.9547, relative_absolute_error: 0.4403, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.5429, scimark_benchmark: 1768.7682, usercpu_time_millis: 431.362, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 430.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8188, kappa: 0.3071, kb_relative_information_score: 557.7167, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8778, predictive_accuracy: 0.8587, prior_entropy: 0.6786, recall: 0.8587, relative_absolute_error: 0.7478, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.306, root_relative_squared_error: 0.798, scimark_benchmark: 1117.395, usercpu_time_millis: 85.825, usercpu_time_millis_testing: 1.509, usercpu_time_millis_training: 84.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9304, kappa: 0.7476, kb_relative_information_score: 1197.3146, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9403, predictive_accuracy: 0.936, prior_entropy: 0.6786, recall: 0.936, relative_absolute_error: 0.5427, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2399, root_relative_squared_error: 0.6258, scimark_benchmark: 1052.6495, usercpu_time_millis: 425.616, usercpu_time_millis_testing: 2.163, usercpu_time_millis_training: 423.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9426, kappa: 0.794, kb_relative_information_score: 1400.5895, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9494, predictive_accuracy: 0.9464, prior_entropy: 0.6786, recall: 0.9464, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.5715, scimark_benchmark: 1734.693, usercpu_time_millis: 361.823, usercpu_time_millis_testing: 0.696, usercpu_time_millis_training: 361.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.7402, kb_relative_information_score: 258.6758, mean_absolute_error: 0.2489, 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: 0.8462, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.8743, scimark_benchmark: 1719.8614, usercpu_time_millis: 7.018, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 6.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.7402, kb_relative_information_score: -3.2141, mean_absolute_error: 0.2701, 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: 0.9182, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3584, root_relative_squared_error: 0.9348, scimark_benchmark: 1732.742, usercpu_time_millis: 4.842, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 4.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8406, f_measure: 0.7402, kb_relative_information_score: 80.1932, mean_absolute_error: 0.2688, 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: 0.9139, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.9257, scimark_benchmark: 1129.4135, usercpu_time_millis: 9.295, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 8.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9659, kappa: 0.88, kb_relative_information_score: 1813.5004, mean_absolute_error: 0.0808, 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: 0.2746, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.172, root_relative_squared_error: 0.4486, scimark_benchmark: 1761.0198, usercpu_time_millis: 72.201, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 72.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.7402, kb_relative_information_score: 0.8843, mean_absolute_error: 0.294, 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: 0.9995, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1762.8824, usercpu_time_millis: 3.777, usercpu_time_millis_testing: 0.717, usercpu_time_millis_training: 3.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, f_measure: 0.7461, kappa: 0.0227, kb_relative_information_score: 369.4227, mean_absolute_error: 0.2415, 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: 0.8209, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.8484, scimark_benchmark: 1120.2066, usercpu_time_millis: 9.916, usercpu_time_millis_testing: 0.977, usercpu_time_millis_training: 8.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7402, kb_relative_information_score: 1.4786, mean_absolute_error: 0.2939, 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: 0.9991, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1759.0588, usercpu_time_millis: 2.409, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 2.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9636, kappa: 0.8718, kb_relative_information_score: 1766.7484, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9664, predictive_accuracy: 0.9651, prior_entropy: 0.6786, recall: 0.9651, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.4596, scimark_benchmark: 1697.2545, usercpu_time_millis: 2039.146, usercpu_time_millis_testing: 1.848, usercpu_time_millis_training: 2037.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.9608, kappa: 0.8615, kb_relative_information_score: 1721.7453, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9642, predictive_accuracy: 0.9626, prior_entropy: 0.6786, recall: 0.9626, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.4743, scimark_benchmark: 1743.714, usercpu_time_millis: 1117.728, usercpu_time_millis_testing: 1.017, usercpu_time_millis_training: 1116.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9604, kappa: 0.8601, kb_relative_information_score: 1656.1826, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9637, predictive_accuracy: 0.9622, prior_entropy: 0.6786, recall: 0.9622, relative_absolute_error: 0.3578, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.4894, scimark_benchmark: 1719.3991, usercpu_time_millis: 600.198, usercpu_time_millis_testing: 1.048, usercpu_time_millis_training: 599.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9549, kappa: 0.8398, kb_relative_information_score: 1502.1481, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9591, predictive_accuracy: 0.9572, prior_entropy: 0.6786, recall: 0.9572, relative_absolute_error: 0.4248, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.5305, scimark_benchmark: 1691.0433, usercpu_time_millis: 587.744, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 586.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.9535, kappa: 0.8346, kb_relative_information_score: 1502.1381, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.958, predictive_accuracy: 0.956, prior_entropy: 0.6786, recall: 0.956, relative_absolute_error: 0.431, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.5359, scimark_benchmark: 1817.7983, usercpu_time_millis: 702.188, usercpu_time_millis_testing: 0.974, usercpu_time_millis_training: 701.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.7402, kb_relative_information_score: 388.7566, mean_absolute_error: 0.2379, 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: 0.8088, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.8377, scimark_benchmark: 1731.6389, usercpu_time_millis: 231.717, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 231.21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.7422, kappa: 0.0076, kb_relative_information_score: 471.755, mean_absolute_error: 0.2302, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8536, predictive_accuracy: 0.8218, prior_entropy: 0.6786, recall: 0.8218, relative_absolute_error: 0.7826, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3117, root_relative_squared_error: 0.813, scimark_benchmark: 1725.7822, usercpu_time_millis: 220.637, usercpu_time_millis_testing: 0.643, usercpu_time_millis_training: 219.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9045, kappa: 0.6478, kb_relative_information_score: 990.8187, mean_absolute_error: 0.1841, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9222, predictive_accuracy: 0.9152, prior_entropy: 0.6786, recall: 0.9152, relative_absolute_error: 0.6257, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.6854, scimark_benchmark: 1732.2667, usercpu_time_millis: 192.655, usercpu_time_millis_testing: 0.621, usercpu_time_millis_training: 192.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.8862, kappa: 0.5757, kb_relative_information_score: 908.1516, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9124, predictive_accuracy: 0.902, prior_entropy: 0.6786, recall: 0.902, relative_absolute_error: 0.6443, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.272, root_relative_squared_error: 0.7095, scimark_benchmark: 1754.9065, usercpu_time_millis: 147.492, usercpu_time_millis_testing: 1.097, usercpu_time_millis_training: 146.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8511, kappa: 0.4362, kb_relative_information_score: 634.2826, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8917, predictive_accuracy: 0.8779, prior_entropy: 0.6786, recall: 0.8779, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7741, scimark_benchmark: 1731.0996, usercpu_time_millis: 34.562, usercpu_time_millis_testing: 0.754, usercpu_time_millis_training: 33.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9243, f_measure: 0.7704, kappa: 0.1164, kb_relative_information_score: 435.4331, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8621, predictive_accuracy: 0.8342, prior_entropy: 0.6786, recall: 0.8342, relative_absolute_error: 0.7939, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.8208, scimark_benchmark: 1718.188, usercpu_time_millis: 298.79, usercpu_time_millis_testing: 0.898, usercpu_time_millis_training: 297.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, f_measure: 0.7402, kb_relative_information_score: -3.3195, mean_absolute_error: 0.2679, 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: 0.9107, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.357, root_relative_squared_error: 0.9311, scimark_benchmark: 1792.6629, usercpu_time_millis: 35.932, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 35.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, f_measure: 0.7402, kb_relative_information_score: -28.0145, mean_absolute_error: 0.2708, 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: 0.9206, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.9381, scimark_benchmark: 1720.1609, usercpu_time_millis: 11.785, usercpu_time_millis_testing: 0.587, usercpu_time_millis_training: 11.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8114, f_measure: 0.7402, kb_relative_information_score: -20.5445, mean_absolute_error: 0.2693, 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: 0.9156, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.9345, scimark_benchmark: 1720.3924, usercpu_time_millis: 59.917, usercpu_time_millis_testing: 0.558, usercpu_time_millis_training: 59.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.7402, kb_relative_information_score: 0.8912, mean_absolute_error: 0.294, 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: 0.9995, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1731.9625, usercpu_time_millis: 2.906, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 2.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9493, kappa: 0.8189, kb_relative_information_score: 1427.9097, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9546, predictive_accuracy: 0.9522, prior_entropy: 0.6786, recall: 0.9522, relative_absolute_error: 0.4562, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.557, scimark_benchmark: 1718.395, usercpu_time_millis: 151.66, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 151.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.7491, kappa: 0.0338, kb_relative_information_score: 367.5319, mean_absolute_error: 0.2387, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8555, predictive_accuracy: 0.8247, prior_entropy: 0.6786, recall: 0.8247, relative_absolute_error: 0.8113, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.322, root_relative_squared_error: 0.8398, scimark_benchmark: 1818.3121, usercpu_time_millis: 173.68, usercpu_time_millis_testing: 1.409, usercpu_time_millis_training: 172.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.7595, kappa: 0.074, kb_relative_information_score: 428.1845, mean_absolute_error: 0.2341, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8586, predictive_accuracy: 0.8292, prior_entropy: 0.6786, recall: 0.8292, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3159, root_relative_squared_error: 0.8239, scimark_benchmark: 1716.7855, usercpu_time_millis: 25.561, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 25.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.91, kappa: 0.6695, kb_relative_information_score: 1010.9728, mean_absolute_error: 0.1766, 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: 0.6003, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.6726, scimark_benchmark: 1816.2312, usercpu_time_millis: 79.451, usercpu_time_millis_testing: 1.214, usercpu_time_millis_training: 78.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.7402, kb_relative_information_score: 0.1949, mean_absolute_error: 0.2939, 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: 0.9992, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1819.7688, usercpu_time_millis: 3.765, usercpu_time_millis_testing: 0.619, usercpu_time_millis_training: 3.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9636, kappa: 0.8718, kb_relative_information_score: 1714.7007, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9664, predictive_accuracy: 0.9651, prior_entropy: 0.6786, recall: 0.9651, relative_absolute_error: 0.3241, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.4741, scimark_benchmark: 1722.2624, usercpu_time_millis: 1366.455, usercpu_time_millis_testing: 2.227, usercpu_time_millis_training: 1364.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9632, kappa: 0.8701, kb_relative_information_score: 1746.1497, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.966, predictive_accuracy: 0.9647, prior_entropy: 0.6786, recall: 0.9647, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.4736, scimark_benchmark: 1734.1598, usercpu_time_millis: 1201.211, usercpu_time_millis_testing: 1.141, usercpu_time_millis_training: 1200.07,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9646, kappa: 0.8755, kb_relative_information_score: 1834.5613, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9669, predictive_accuracy: 0.9659, prior_entropy: 0.6786, recall: 0.9659, relative_absolute_error: 0.2604, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.4444, scimark_benchmark: 1377.2436, usercpu_time_millis: 363.463, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 363.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9516, kappa: 0.8273, kb_relative_information_score: 1580.5803, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9567, predictive_accuracy: 0.9543, prior_entropy: 0.6786, recall: 0.9543, relative_absolute_error: 0.4068, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2, root_relative_squared_error: 0.5217, scimark_benchmark: 1373.5707, usercpu_time_millis: 631.461, usercpu_time_millis_testing: 1.106, usercpu_time_millis_training: 630.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9572, kappa: 0.8483, kb_relative_information_score: 1577.1993, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.961, predictive_accuracy: 0.9593, prior_entropy: 0.6786, recall: 0.9593, relative_absolute_error: 0.3941, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.5106, scimark_benchmark: 1378.6156, usercpu_time_millis: 630.708, usercpu_time_millis_testing: 1.29, usercpu_time_millis_training: 629.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.7402, kb_relative_information_score: 148.5305, mean_absolute_error: 0.2569, 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: 0.8734, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.8979, scimark_benchmark: 1373.0208, usercpu_time_millis: 159.884, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 158.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9632, kappa: 0.8701, kb_relative_information_score: 1728.4494, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.966, predictive_accuracy: 0.9647, prior_entropy: 0.6786, recall: 0.9647, relative_absolute_error: 0.3294, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.4673, scimark_benchmark: 1373.5714, usercpu_time_millis: 1612.915, usercpu_time_millis_testing: 1.704, usercpu_time_millis_training: 1611.211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.7402, kb_relative_information_score: 394.3046, mean_absolute_error: 0.2363, 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: 0.8034, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.8402, scimark_benchmark: 1373.6622, usercpu_time_millis: 57.488, usercpu_time_millis_testing: 0.579, usercpu_time_millis_training: 56.909,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.8691, kappa: 0.5092, kb_relative_information_score: 696.3643, mean_absolute_error: 0.2082, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8979, predictive_accuracy: 0.8891, prior_entropy: 0.6786, recall: 0.8891, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.7546, scimark_benchmark: 1369.4928, usercpu_time_millis: 344.794, usercpu_time_millis_testing: 1.08, usercpu_time_millis_training: 343.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9498, kappa: 0.8207, kb_relative_information_score: 1480.2094, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.955, predictive_accuracy: 0.9526, prior_entropy: 0.6786, recall: 0.9526, relative_absolute_error: 0.4333, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.5439, scimark_benchmark: 1374.2256, usercpu_time_millis: 421.271, usercpu_time_millis_testing: 1.142, usercpu_time_millis_training: 420.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.9554, kappa: 0.8418, kb_relative_information_score: 1561.1776, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9593, predictive_accuracy: 0.9576, prior_entropy: 0.6786, recall: 0.9576, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.5152, scimark_benchmark: 1371.4043, usercpu_time_millis: 895.575, usercpu_time_millis_testing: 1.934, usercpu_time_millis_training: 893.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.8411, kappa: 0.396, kb_relative_information_score: 630.2182, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8893, predictive_accuracy: 0.872, prior_entropy: 0.6786, recall: 0.872, relative_absolute_error: 0.7267, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.298, root_relative_squared_error: 0.7773, scimark_benchmark: 1372.4259, usercpu_time_millis: 114.633, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 113.322,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.7402, kb_relative_information_score: 27.5768, mean_absolute_error: 0.269, 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: 0.9145, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.9302, scimark_benchmark: 1373.9807, usercpu_time_millis: 12.075, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 11.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9613, kappa: 0.8635, kb_relative_information_score: 1625.3978, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9645, predictive_accuracy: 0.963, prior_entropy: 0.6786, recall: 0.963, relative_absolute_error: 0.3754, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.4932, scimark_benchmark: 1375.2294, usercpu_time_millis: 1629.447, usercpu_time_millis_testing: 1.541, usercpu_time_millis_training: 1627.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9353, kappa: 0.768, kb_relative_information_score: 1156.0882, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9406, predictive_accuracy: 0.9393, prior_entropy: 0.6786, recall: 0.9393, relative_absolute_error: 0.5578, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.6305, scimark_benchmark: 1380.9388, usercpu_time_millis: 1260.312, usercpu_time_millis_testing: 1.319, usercpu_time_millis_training: 1258.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8138, f_measure: 0.7402, kb_relative_information_score: -20.3524, mean_absolute_error: 0.2684, 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: 0.9123, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.9329, scimark_benchmark: 1372.7976, usercpu_time_millis: 81.221, usercpu_time_millis_testing: 0.703, usercpu_time_millis_training: 80.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.929, kappa: 0.7424, kb_relative_information_score: 1219.7305, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9389, predictive_accuracy: 0.9348, prior_entropy: 0.6786, recall: 0.9348, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.6195, scimark_benchmark: 1375.165, usercpu_time_millis: 266.276, usercpu_time_millis_testing: 1.039, usercpu_time_millis_training: 265.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8444, f_measure: 0.7402, kb_relative_information_score: 60.2543, mean_absolute_error: 0.2646, 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: 0.8996, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3525, root_relative_squared_error: 0.9195, scimark_benchmark: 1368.5168, usercpu_time_millis: 30.317, usercpu_time_millis_testing: 0.563, usercpu_time_millis_training: 29.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8783, kappa: 0.5459, kb_relative_information_score: 754.7503, mean_absolute_error: 0.2022, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9027, predictive_accuracy: 0.8953, prior_entropy: 0.6786, recall: 0.8953, relative_absolute_error: 0.6873, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.7388, scimark_benchmark: 1372.4764, usercpu_time_millis: 244.102, usercpu_time_millis_testing: 1.671, usercpu_time_millis_training: 242.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8547, kappa: 0.4505, kb_relative_information_score: 741.2351, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8946, predictive_accuracy: 0.8803, prior_entropy: 0.6786, recall: 0.8803, relative_absolute_error: 0.7073, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.7502, scimark_benchmark: 1375.1574, usercpu_time_millis: 136.616, usercpu_time_millis_testing: 0.989, usercpu_time_millis_training: 135.627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.964, kappa: 0.8732, kb_relative_information_score: 1712.691, mean_absolute_error: 0.1, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9669, predictive_accuracy: 0.9655, prior_entropy: 0.6786, recall: 0.9655, relative_absolute_error: 0.3399, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.4707, scimark_benchmark: 1372.6943, usercpu_time_millis: 648.215, usercpu_time_millis_testing: 0.779, usercpu_time_millis_training: 647.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9609, kappa: 0.8618, kb_relative_information_score: 1773.449, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9641, predictive_accuracy: 0.9626, prior_entropy: 0.6786, recall: 0.9626, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.4606, scimark_benchmark: 1371.3436, usercpu_time_millis: 473.908, usercpu_time_millis_testing: 0.694, usercpu_time_millis_training: 473.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9632, kappa: 0.8701, kb_relative_information_score: 1747.0728, mean_absolute_error: 0.093, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.966, predictive_accuracy: 0.9647, prior_entropy: 0.6786, recall: 0.9647, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.4612, scimark_benchmark: 1375.8376, usercpu_time_millis: 1630.606, usercpu_time_millis_testing: 1.589, usercpu_time_millis_training: 1629.017,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.8976, kappa: 0.6204, kb_relative_information_score: 988.3295, mean_absolute_error: 0.1832, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9191, predictive_accuracy: 0.9103, prior_entropy: 0.6786, recall: 0.9103, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.6916, scimark_benchmark: 1373.0045, usercpu_time_millis: 59.387, usercpu_time_millis_testing: 0.563, usercpu_time_millis_training: 58.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.7402, kb_relative_information_score: 1.0684, mean_absolute_error: 0.2938, 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: 0.9988, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1371.3929, usercpu_time_millis: 1.728, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 1.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9613, kappa: 0.8635, kb_relative_information_score: 1785.2557, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9645, predictive_accuracy: 0.963, prior_entropy: 0.6786, recall: 0.963, relative_absolute_error: 0.2986, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.4612, scimark_benchmark: 1373.069, usercpu_time_millis: 82.898, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 82.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9479, kappa: 0.8136, kb_relative_information_score: 1441.9273, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9535, predictive_accuracy: 0.951, prior_entropy: 0.6786, recall: 0.951, relative_absolute_error: 0.4581, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.5561, scimark_benchmark: 1374.0632, usercpu_time_millis: 694.298, usercpu_time_millis_testing: 0.879, usercpu_time_millis_training: 693.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.9603, kappa: 0.8606, kb_relative_information_score: 1751.0483, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9622, predictive_accuracy: 0.9618, prior_entropy: 0.6786, recall: 0.9618, relative_absolute_error: 0.2708, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.4845, scimark_benchmark: 1374.345, usercpu_time_millis: 2309.264, usercpu_time_millis_testing: 1.792, usercpu_time_millis_training: 2307.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.9142, kappa: 0.6859, kb_relative_information_score: 1032.2851, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9282, predictive_accuracy: 0.9227, prior_entropy: 0.6786, recall: 0.9227, relative_absolute_error: 0.5978, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2559, root_relative_squared_error: 0.6674, scimark_benchmark: 1379.5551, usercpu_time_millis: 230.138, usercpu_time_millis_testing: 1.51, usercpu_time_millis_training: 228.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7402, kb_relative_information_score: 1.0291, mean_absolute_error: 0.294, 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: 0.9994, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1373.1259, usercpu_time_millis: 4.752, usercpu_time_millis_testing: 0.945, usercpu_time_millis_training: 3.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.7402, kb_relative_information_score: -8.3481, mean_absolute_error: 0.2695, 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: 0.9163, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.9344, scimark_benchmark: 1373.2466, usercpu_time_millis: 15.659, usercpu_time_millis_testing: 0.817, usercpu_time_millis_training: 14.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.7402, kb_relative_information_score: 287.236, mean_absolute_error: 0.2294, 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: 0.78, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.326, root_relative_squared_error: 0.8503, scimark_benchmark: 1375.4374, usercpu_time_millis: 380.832, usercpu_time_millis_testing: 1.021, usercpu_time_millis_training: 379.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9441, kappa: 0.7994, kb_relative_information_score: 1412.5585, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9506, predictive_accuracy: 0.9477, prior_entropy: 0.6786, recall: 0.9477, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.215, root_relative_squared_error: 0.5608, scimark_benchmark: 1374.8831, usercpu_time_millis: 42.38, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 42.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9497, kappa: 0.8203, kb_relative_information_score: 1507.4959, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9552, predictive_accuracy: 0.9526, prior_entropy: 0.6786, recall: 0.9526, relative_absolute_error: 0.4394, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.208, root_relative_squared_error: 0.5425, scimark_benchmark: 1377.4483, usercpu_time_millis: 553.802, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 553.036,

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