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: 0.9133, f_measure: 0.8034, kappa: 0.2465, kb_relative_information_score: 480.0591, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8646, predictive_accuracy: 0.8496, prior_entropy: 0.6786, recall: 0.8496, relative_absolute_error: 0.767, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3127, root_relative_squared_error: 0.8156, scimark_benchmark: 1299.6106, usercpu_time_millis: 13.536, usercpu_time_millis_testing: 1.262, usercpu_time_millis_training: 12.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9191, f_measure: 0.7402, kb_relative_information_score: 327.2112, mean_absolute_error: 0.2472, 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: 0.8403, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.8652, scimark_benchmark: 1317.5808, usercpu_time_millis: 51.243, usercpu_time_millis_testing: 3.546, usercpu_time_millis_training: 47.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.869, kappa: 0.5091, kb_relative_information_score: 700.7968, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8962, predictive_accuracy: 0.8887, prior_entropy: 0.6786, recall: 0.8887, relative_absolute_error: 0.6907, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.7479, scimark_benchmark: 1317.6098, usercpu_time_millis: 376.893, usercpu_time_millis_testing: 10.421, usercpu_time_millis_training: 366.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8509, kappa: 0.4366, kb_relative_information_score: 631.7596, mean_absolute_error: 0.2108, 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: 0.7165, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.7687, scimark_benchmark: 1315.7088, usercpu_time_millis: 218.312, usercpu_time_millis_testing: 8.188, usercpu_time_millis_training: 210.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8272, kappa: 0.3413, kb_relative_information_score: 570.9345, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.877, predictive_accuracy: 0.8629, prior_entropy: 0.6786, recall: 0.8629, relative_absolute_error: 0.7401, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.7918, scimark_benchmark: 1293.0307, usercpu_time_millis: 177.216, usercpu_time_millis_testing: 6.891, usercpu_time_millis_training: 170.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8417, kappa: 0.4, kb_relative_information_score: 601.2214, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8799, predictive_accuracy: 0.8708, prior_entropy: 0.6786, recall: 0.8708, relative_absolute_error: 0.727, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2983, root_relative_squared_error: 0.7779, scimark_benchmark: 1288.3403, usercpu_time_millis: 44.491, usercpu_time_millis_testing: 3.184, usercpu_time_millis_training: 41.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8339, kappa: 0.3677, kb_relative_information_score: 569.0749, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8818, predictive_accuracy: 0.8671, prior_entropy: 0.6786, recall: 0.8671, relative_absolute_error: 0.7405, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.7926, scimark_benchmark: 1298.4406, usercpu_time_millis: 47.342, usercpu_time_millis_testing: 1.894, usercpu_time_millis_training: 45.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7402, kb_relative_information_score: 152.9225, 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: 0.9138, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.354, root_relative_squared_error: 0.9232, scimark_benchmark: 1295.7577, usercpu_time_millis: 24.914, usercpu_time_millis_testing: 2.438, usercpu_time_millis_training: 22.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.7402, kb_relative_information_score: 316.489, mean_absolute_error: 0.2431, 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: 0.8264, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.8577, scimark_benchmark: 1308.8984, usercpu_time_millis: 34.943, usercpu_time_millis_testing: 2.026, usercpu_time_millis_training: 32.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.7402, kb_relative_information_score: 353.2236, mean_absolute_error: 0.2399, 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: 0.8156, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.8499, scimark_benchmark: 1315.4642, usercpu_time_millis: 69.746, usercpu_time_millis_testing: 3.324, usercpu_time_millis_training: 66.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.7432, kappa: 0.0114, kb_relative_information_score: 379.8455, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8538, predictive_accuracy: 0.8222, prior_entropy: 0.6786, recall: 0.8222, relative_absolute_error: 0.8187, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.849, scimark_benchmark: 1293.9386, usercpu_time_millis: 50.832, usercpu_time_millis_testing: 4.011, usercpu_time_millis_training: 46.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8359, kappa: 0.3764, kb_relative_information_score: 578.6756, mean_absolute_error: 0.2169, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8802, predictive_accuracy: 0.8679, prior_entropy: 0.6786, recall: 0.8679, relative_absolute_error: 0.7372, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.7886, scimark_benchmark: 1304.6959, usercpu_time_millis: 106.668, usercpu_time_millis_testing: 4.92, usercpu_time_millis_training: 101.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8346, kappa: 0.3713, kb_relative_information_score: 619.2146, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.877, predictive_accuracy: 0.8666, prior_entropy: 0.6786, recall: 0.8666, relative_absolute_error: 0.7222, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7797, scimark_benchmark: 1302.9482, usercpu_time_millis: 174.462, usercpu_time_millis_testing: 5.996, usercpu_time_millis_training: 168.466,
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: 0.9348, f_measure: 0.8567, kappa: 0.4596, kb_relative_information_score: 671.4229, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8906, predictive_accuracy: 0.8808, prior_entropy: 0.6786, recall: 0.8808, relative_absolute_error: 0.7028, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.7605, scimark_benchmark: 1314.1552, usercpu_time_millis: 187.809, usercpu_time_millis_testing: 5.35, usercpu_time_millis_training: 182.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8145, kappa: 0.2908, kb_relative_information_score: 507.2965, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8687, predictive_accuracy: 0.8554, prior_entropy: 0.6786, recall: 0.8554, relative_absolute_error: 0.7628, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3072, root_relative_squared_error: 0.8012, scimark_benchmark: 1302.942, usercpu_time_millis: 133.814, usercpu_time_millis_testing: 9.058, usercpu_time_millis_training: 124.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.7402, kb_relative_information_score: 126.1748, mean_absolute_error: 0.2675, 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: 0.9095, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.9211, scimark_benchmark: 1312.3275, usercpu_time_millis: 19.039, usercpu_time_millis_testing: 1.562, usercpu_time_millis_training: 17.477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9421, kappa: 0.7922, kb_relative_information_score: 1356.7349, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9491, predictive_accuracy: 0.946, prior_entropy: 0.6786, recall: 0.946, relative_absolute_error: 0.4835, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.5774, scimark_benchmark: 1312.7354, usercpu_time_millis: 1243.798, usercpu_time_millis_testing: 2.901, usercpu_time_millis_training: 1240.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, f_measure: 0.8318, kappa: 0.3598, kb_relative_information_score: 589.7127, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.878, predictive_accuracy: 0.8654, prior_entropy: 0.6786, recall: 0.8654, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3022, root_relative_squared_error: 0.7881, scimark_benchmark: 1312.0609, usercpu_time_millis: 170.419, usercpu_time_millis_testing: 5.927, usercpu_time_millis_training: 164.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8232, kappa: 0.3252, kb_relative_information_score: 540.309, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8765, predictive_accuracy: 0.8608, prior_entropy: 0.6786, recall: 0.8608, relative_absolute_error: 0.7505, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.7991, scimark_benchmark: 1319.271, usercpu_time_millis: 106.334, usercpu_time_millis_testing: 3.886, usercpu_time_millis_training: 102.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.8534, kappa: 0.447, kb_relative_information_score: 682.1815, mean_absolute_error: 0.2059, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8869, predictive_accuracy: 0.8783, prior_entropy: 0.6786, recall: 0.8783, relative_absolute_error: 0.7001, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.7627, scimark_benchmark: 1311.8467, usercpu_time_millis: 173.546, usercpu_time_millis_testing: 4.813, usercpu_time_millis_training: 168.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8182, kappa: 0.3055, kb_relative_information_score: 519.7455, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8707, predictive_accuracy: 0.8575, prior_entropy: 0.6786, recall: 0.8575, relative_absolute_error: 0.7537, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.306, root_relative_squared_error: 0.7981, scimark_benchmark: 1300.4318, usercpu_time_millis: 25.876, usercpu_time_millis_testing: 1.903, usercpu_time_millis_training: 23.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.7402, kb_relative_information_score: 157.8006, mean_absolute_error: 0.2616, 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: 0.8893, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.9055, scimark_benchmark: 1324.8688, usercpu_time_millis: 34.035, usercpu_time_millis_testing: 2.873, usercpu_time_millis_training: 31.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.8051, kappa: 0.2536, kb_relative_information_score: 434.6911, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8616, predictive_accuracy: 0.85, prior_entropy: 0.6786, recall: 0.85, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.8172, scimark_benchmark: 1300.8211, usercpu_time_millis: 44.777, usercpu_time_millis_testing: 3.301, usercpu_time_millis_training: 41.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.7402, kb_relative_information_score: 278.767, mean_absolute_error: 0.2467, 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: 0.8385, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.8666, scimark_benchmark: 1297.3729, usercpu_time_millis: 22.736, usercpu_time_millis_testing: 1.383, usercpu_time_millis_training: 21.353,
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: 0.9335, f_measure: 0.8483, kappa: 0.4262, kb_relative_information_score: 648.1985, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8859, predictive_accuracy: 0.8754, prior_entropy: 0.6786, recall: 0.8754, relative_absolute_error: 0.712, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.7709, scimark_benchmark: 1293.3505, usercpu_time_millis: 44.324, usercpu_time_millis_testing: 1.592, usercpu_time_millis_training: 42.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.7809, kappa: 0.1573, kb_relative_information_score: 455.6027, mean_absolute_error: 0.2293, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8656, predictive_accuracy: 0.8392, prior_entropy: 0.6786, recall: 0.8392, relative_absolute_error: 0.7795, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.8235, scimark_benchmark: 1315.2942, usercpu_time_millis: 136.35, usercpu_time_millis_testing: 4.973, usercpu_time_millis_training: 131.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.7402, kb_relative_information_score: 149.8425, mean_absolute_error: 0.2631, 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: 0.8945, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.91, scimark_benchmark: 1303.301, usercpu_time_millis: 13.359, usercpu_time_millis_testing: 1.513, usercpu_time_millis_training: 11.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.7402, kb_relative_information_score: 328.1244, mean_absolute_error: 0.2473, 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: 0.8405, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.8653, scimark_benchmark: 1308.9486, usercpu_time_millis: 82.335, usercpu_time_millis_testing: 6.106, usercpu_time_millis_training: 76.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.8666, kappa: 0.4994, kb_relative_information_score: 678.1829, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8947, predictive_accuracy: 0.887, prior_entropy: 0.6786, recall: 0.887, relative_absolute_error: 0.6992, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.7561, scimark_benchmark: 1305.638, usercpu_time_millis: 236.132, usercpu_time_millis_testing: 8.984, usercpu_time_millis_training: 227.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.7402, kb_relative_information_score: 46.2834, mean_absolute_error: 0.2722, 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: 0.9254, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.359, root_relative_squared_error: 0.9362, scimark_benchmark: 1316.2276, usercpu_time_millis: 34.401, usercpu_time_millis_testing: 2.658, usercpu_time_millis_training: 31.743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8066, kappa: 0.2597, kb_relative_information_score: 488.1338, mean_absolute_error: 0.2258, 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: 0.7677, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.8083, scimark_benchmark: 1300.4987, usercpu_time_millis: 23.629, usercpu_time_millis_testing: 1.889, usercpu_time_millis_training: 21.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8726, kappa: 0.5234, kb_relative_information_score: 738.2955, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8984, predictive_accuracy: 0.8912, prior_entropy: 0.6786, recall: 0.8912, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.285, root_relative_squared_error: 0.7433, scimark_benchmark: 1320.9692, usercpu_time_millis: 44.332, usercpu_time_millis_testing: 1.683, usercpu_time_millis_training: 42.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8001, kappa: 0.2331, kb_relative_information_score: 493.5984, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8674, predictive_accuracy: 0.8484, prior_entropy: 0.6786, recall: 0.8484, relative_absolute_error: 0.7663, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.8121, scimark_benchmark: 1304.7231, usercpu_time_millis: 68.815, usercpu_time_millis_testing: 2.227, usercpu_time_millis_training: 66.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.7402, kb_relative_information_score: 52.2035, mean_absolute_error: 0.2725, 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: 0.9264, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3589, root_relative_squared_error: 0.9361, scimark_benchmark: 1316.8071, usercpu_time_millis: 15.939, usercpu_time_millis_testing: 1.41, usercpu_time_millis_training: 14.529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.956, f_measure: 0.9126, kappa: 0.6798, kb_relative_information_score: 1011.4361, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9271, predictive_accuracy: 0.9215, prior_entropy: 0.6786, recall: 0.9215, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2573, root_relative_squared_error: 0.6711, scimark_benchmark: 1311.9189, usercpu_time_millis: 747.972, usercpu_time_millis_testing: 8.124, usercpu_time_millis_training: 739.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9084, kappa: 0.6633, kb_relative_information_score: 954.534, mean_absolute_error: 0.1784, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9243, predictive_accuracy: 0.9182, prior_entropy: 0.6786, recall: 0.9182, relative_absolute_error: 0.6065, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.6845, scimark_benchmark: 1321.535, usercpu_time_millis: 236.681, usercpu_time_millis_testing: 3.227, usercpu_time_millis_training: 233.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.8342, kappa: 0.3697, kb_relative_information_score: 614.1204, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.878, predictive_accuracy: 0.8666, prior_entropy: 0.6786, recall: 0.8666, relative_absolute_error: 0.7271, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.7803, scimark_benchmark: 1316.8821, usercpu_time_millis: 136.07, usercpu_time_millis_testing: 6.433, usercpu_time_millis_training: 129.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8787, kappa: 0.5479, kb_relative_information_score: 762.7702, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9016, predictive_accuracy: 0.8953, prior_entropy: 0.6786, recall: 0.8953, relative_absolute_error: 0.6681, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.7351, scimark_benchmark: 1316.4815, usercpu_time_millis: 111.275, usercpu_time_millis_testing: 3.614, usercpu_time_millis_training: 107.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8437, kappa: 0.4077, kb_relative_information_score: 591.3441, mean_absolute_error: 0.2151, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8833, predictive_accuracy: 0.8725, prior_entropy: 0.6786, recall: 0.8725, relative_absolute_error: 0.7314, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.7808, scimark_benchmark: 1298.925, usercpu_time_millis: 142.13, usercpu_time_millis_testing: 5.733, usercpu_time_millis_training: 136.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7402, kb_relative_information_score: -5.5261, mean_absolute_error: 0.2941, 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: 0.9999, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1293.4256, usercpu_time_millis: 13.975, usercpu_time_millis_testing: 1.812, usercpu_time_millis_training: 12.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.7778, kappa: 0.1452, kb_relative_information_score: 465.9791, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8562, predictive_accuracy: 0.8371, prior_entropy: 0.6786, recall: 0.8371, relative_absolute_error: 0.7808, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.821, scimark_benchmark: 1286.2712, usercpu_time_millis: 80.494, usercpu_time_millis_testing: 4.083, usercpu_time_millis_training: 76.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.7491, kappa: 0.0338, kb_relative_information_score: 399.4678, mean_absolute_error: 0.2361, 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: 0.8024, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.8394, scimark_benchmark: 1284.8662, usercpu_time_millis: 100.24, usercpu_time_millis_testing: 5.008, usercpu_time_millis_training: 95.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.7564, kappa: 0.0623, kb_relative_information_score: 372.5878, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8478, predictive_accuracy: 0.8276, prior_entropy: 0.6786, recall: 0.8276, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.8432, scimark_benchmark: 1294.5002, usercpu_time_millis: 44.078, usercpu_time_millis_testing: 3.391, usercpu_time_millis_training: 40.687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.8349, kappa: 0.3725, kb_relative_information_score: 594.8668, mean_absolute_error: 0.2152, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8784, predictive_accuracy: 0.8671, prior_entropy: 0.6786, recall: 0.8671, relative_absolute_error: 0.7317, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.7832, scimark_benchmark: 1316.4364, usercpu_time_millis: 112.669, usercpu_time_millis_testing: 5.19, usercpu_time_millis_training: 107.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8634, kappa: 0.4859, kb_relative_information_score: 718.9925, mean_absolute_error: 0.2025, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8953, predictive_accuracy: 0.8853, prior_entropy: 0.6786, recall: 0.8853, relative_absolute_error: 0.6885, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.7501, scimark_benchmark: 1327.0306, usercpu_time_millis: 149.357, usercpu_time_millis_testing: 2.975, usercpu_time_millis_training: 146.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.8872, kappa: 0.5817, kb_relative_information_score: 789.428, mean_absolute_error: 0.1934, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9058, predictive_accuracy: 0.9011, prior_entropy: 0.6786, recall: 0.9011, relative_absolute_error: 0.6576, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.7265, scimark_benchmark: 1306.7677, usercpu_time_millis: 203.874, usercpu_time_millis_testing: 6.542, usercpu_time_millis_training: 197.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.7402, kb_relative_information_score: 349.352, mean_absolute_error: 0.2409, 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: 0.8189, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.852, scimark_benchmark: 1295.5913, usercpu_time_millis: 70.861, usercpu_time_millis_testing: 3.173, usercpu_time_millis_training: 67.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.8269, kappa: 0.3401, kb_relative_information_score: 527.4641, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8754, predictive_accuracy: 0.8625, prior_entropy: 0.6786, recall: 0.8625, relative_absolute_error: 0.7533, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.7992, scimark_benchmark: 1314.3894, usercpu_time_millis: 144.72, usercpu_time_millis_testing: 6.586, usercpu_time_millis_training: 138.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7402, kb_relative_information_score: -4.7447, mean_absolute_error: 0.2942, 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: 1, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3834, root_relative_squared_error: 1, scimark_benchmark: 1318.1278, usercpu_time_millis: 11.286, usercpu_time_millis_testing: 1.313, usercpu_time_millis_training: 9.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.8068, kappa: 0.2599, kb_relative_information_score: 525.6823, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8684, predictive_accuracy: 0.8517, prior_entropy: 0.6786, recall: 0.8517, relative_absolute_error: 0.7564, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3087, root_relative_squared_error: 0.8052, scimark_benchmark: 1303.9157, usercpu_time_millis: 118.988, usercpu_time_millis_testing: 4.728, usercpu_time_millis_training: 114.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.8359, kappa: 0.3768, kb_relative_information_score: 605.4052, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8778, predictive_accuracy: 0.8675, prior_entropy: 0.6786, recall: 0.8675, relative_absolute_error: 0.7288, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.7806, scimark_benchmark: 1314.5329, usercpu_time_millis: 55.142, usercpu_time_millis_testing: 3.014, usercpu_time_millis_training: 52.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.8152, kappa: 0.2938, kb_relative_information_score: 456.5552, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8691, predictive_accuracy: 0.8558, prior_entropy: 0.6786, recall: 0.8558, relative_absolute_error: 0.772, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3114, root_relative_squared_error: 0.8122, scimark_benchmark: 1301.4578, usercpu_time_millis: 23.947, usercpu_time_millis_testing: 1.567, usercpu_time_millis_training: 22.38,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.7402, kb_relative_information_score: 206.2753, mean_absolute_error: 0.256, 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: 0.8703, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.891, scimark_benchmark: 1289.3297, usercpu_time_millis: 32.642, usercpu_time_millis_testing: 2.161, usercpu_time_millis_training: 30.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.7402, kb_relative_information_score: 132.3793, 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: 0.3563, root_relative_squared_error: 0.9294, scimark_benchmark: 1295.3111, usercpu_time_millis: 32.97, usercpu_time_millis_testing: 3.508, usercpu_time_millis_training: 29.462,
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: 0.918, f_measure: 0.7402, kb_relative_information_score: 305.321, mean_absolute_error: 0.2498, 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: 0.849, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.8724, scimark_benchmark: 1285.5288, usercpu_time_millis: 18.306, usercpu_time_millis_testing: 1.644, usercpu_time_millis_training: 16.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.7402, kb_relative_information_score: 285.6006, mean_absolute_error: 0.2493, 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: 0.8474, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.8724, scimark_benchmark: 1316.424, usercpu_time_millis: 28.233, usercpu_time_millis_testing: 1.808, usercpu_time_millis_training: 26.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8769, kappa: 0.5401, kb_relative_information_score: 794.1192, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9025, predictive_accuracy: 0.8945, prior_entropy: 0.6786, recall: 0.8945, relative_absolute_error: 0.6595, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.7299, scimark_benchmark: 1315.5549, usercpu_time_millis: 281.547, usercpu_time_millis_testing: 6.478, usercpu_time_millis_training: 275.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8473, kappa: 0.4223, kb_relative_information_score: 591.5276, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8843, predictive_accuracy: 0.8745, prior_entropy: 0.6786, recall: 0.8745, relative_absolute_error: 0.7292, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.7807, scimark_benchmark: 1295.1155, usercpu_time_millis: 68.426, usercpu_time_millis_testing: 3.054, usercpu_time_millis_training: 65.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.7402, kb_relative_information_score: 121.8286, mean_absolute_error: 0.2638, 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: 0.8969, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.35, root_relative_squared_error: 0.9128, scimark_benchmark: 1292.7728, usercpu_time_millis: 22.539, usercpu_time_millis_testing: 1.73, usercpu_time_millis_training: 20.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.7766, kappa: 0.1404, kb_relative_information_score: 447.344, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8641, predictive_accuracy: 0.8371, prior_entropy: 0.6786, recall: 0.8371, relative_absolute_error: 0.782, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3163, root_relative_squared_error: 0.825, scimark_benchmark: 1315.9919, usercpu_time_millis: 137.569, usercpu_time_millis_testing: 4.146, usercpu_time_millis_training: 133.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.844, kappa: 0.4094, kb_relative_information_score: 577.3552, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8802, predictive_accuracy: 0.872, prior_entropy: 0.6786, recall: 0.872, relative_absolute_error: 0.7303, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.7849, scimark_benchmark: 1283.2454, usercpu_time_millis: 18.876, usercpu_time_millis_testing: 1.076, usercpu_time_millis_training: 17.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8318, kappa: 0.3593, kb_relative_information_score: 591.8679, mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8807, predictive_accuracy: 0.8658, prior_entropy: 0.6786, recall: 0.8658, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.787, scimark_benchmark: 1320.3144, usercpu_time_millis: 183.524, usercpu_time_millis_testing: 6.124, usercpu_time_millis_training: 177.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8529, kappa: 0.4443, kb_relative_information_score: 668.8516, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8884, predictive_accuracy: 0.8783, prior_entropy: 0.6786, recall: 0.8783, relative_absolute_error: 0.7047, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.7666, scimark_benchmark: 1294.1247, usercpu_time_millis: 34.971, usercpu_time_millis_testing: 1.322, usercpu_time_millis_training: 33.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.7708, kappa: 0.1179, kb_relative_information_score: 355.7326, mean_absolute_error: 0.2384, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.852, predictive_accuracy: 0.8338, prior_entropy: 0.6786, recall: 0.8338, relative_absolute_error: 0.8104, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.8449, scimark_benchmark: 1300.644, usercpu_time_millis: 13.26, usercpu_time_millis_testing: 1.362, usercpu_time_millis_training: 11.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8366, kappa: 0.3795, kb_relative_information_score: 542.2546, mean_absolute_error: 0.2196, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8782, predictive_accuracy: 0.8679, prior_entropy: 0.6786, recall: 0.8679, relative_absolute_error: 0.7463, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.791, scimark_benchmark: 1318.8374, usercpu_time_millis: 94.081, usercpu_time_millis_testing: 4.642, usercpu_time_millis_training: 89.439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.7611, kappa: 0.0802, kb_relative_information_score: 438.8049, mean_absolute_error: 0.2345, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8514, predictive_accuracy: 0.8297, prior_entropy: 0.6786, recall: 0.8297, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.8306, scimark_benchmark: 1296.0206, usercpu_time_millis: 33.523, usercpu_time_millis_testing: 2.304, usercpu_time_millis_training: 31.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.7402, kb_relative_information_score: 306.9074, mean_absolute_error: 0.2447, 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: 0.8317, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.8622, scimark_benchmark: 1277.1287, usercpu_time_millis: 76.85, usercpu_time_millis_testing: 4.011, usercpu_time_millis_training: 72.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8583, kappa: 0.4659, kb_relative_information_score: 705.3555, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8925, predictive_accuracy: 0.882, prior_entropy: 0.6786, recall: 0.882, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.7578, scimark_benchmark: 1309.7427, usercpu_time_millis: 40.533, usercpu_time_millis_testing: 1.832, usercpu_time_millis_training: 38.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.7748, kappa: 0.1336, kb_relative_information_score: 441.5735, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8635, predictive_accuracy: 0.8363, prior_entropy: 0.6786, recall: 0.8363, relative_absolute_error: 0.784, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.317, root_relative_squared_error: 0.8269, scimark_benchmark: 1315.2006, usercpu_time_millis: 135.395, usercpu_time_millis_testing: 4.638, usercpu_time_millis_training: 130.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.8098, kappa: 0.2726, kb_relative_information_score: 445.8369, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8609, predictive_accuracy: 0.8521, prior_entropy: 0.6786, recall: 0.8521, relative_absolute_error: 0.7788, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.8207, scimark_benchmark: 1313.5911, usercpu_time_millis: 11.259, usercpu_time_millis_testing: 1.135, usercpu_time_millis_training: 10.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.7901, kappa: 0.1937, kb_relative_information_score: 466.7848, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8688, predictive_accuracy: 0.8438, prior_entropy: 0.6786, recall: 0.8438, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.8198, scimark_benchmark: 1316.4336, usercpu_time_millis: 72.414, usercpu_time_millis_testing: 2.615, usercpu_time_millis_training: 69.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.7402, kb_relative_information_score: 232.1168, mean_absolute_error: 0.257, 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: 0.8738, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.8917, scimark_benchmark: 1297.0467, usercpu_time_millis: 20.802, usercpu_time_millis_testing: 2.237, usercpu_time_millis_training: 18.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.75, kappa: 0.0375, kb_relative_information_score: 345.2721, mean_absolute_error: 0.2404, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8558, predictive_accuracy: 0.8251, prior_entropy: 0.6786, recall: 0.8251, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8486, scimark_benchmark: 1309.8528, usercpu_time_millis: 12.691, usercpu_time_millis_testing: 1.325, usercpu_time_millis_training: 11.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, f_measure: 0.7402, kb_relative_information_score: 248.5579, mean_absolute_error: 0.2548, 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: 0.866, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3396, root_relative_squared_error: 0.8858, scimark_benchmark: 1317.5876, usercpu_time_millis: 50.977, usercpu_time_millis_testing: 3.914, usercpu_time_millis_training: 47.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.7422, kappa: 0.0076, kb_relative_information_score: 371.0045, mean_absolute_error: 0.2397, 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: 0.8147, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.8474, scimark_benchmark: 1317.1047, usercpu_time_millis: 13.349, usercpu_time_millis_testing: 1.698, usercpu_time_millis_training: 11.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8812, kappa: 0.5574, kb_relative_information_score: 727.5018, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9045, predictive_accuracy: 0.8974, prior_entropy: 0.6786, recall: 0.8974, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2846, root_relative_squared_error: 0.7422, scimark_benchmark: 1307.3145, usercpu_time_millis: 27.879, usercpu_time_millis_testing: 1.005, usercpu_time_millis_training: 26.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8748, kappa: 0.5318, kb_relative_information_score: 725.6135, mean_absolute_error: 0.2007, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9005, predictive_accuracy: 0.8928, prior_entropy: 0.6786, recall: 0.8928, relative_absolute_error: 0.6824, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.284, root_relative_squared_error: 0.7406, scimark_benchmark: 1293.9373, usercpu_time_millis: 275.156, usercpu_time_millis_testing: 7.645, usercpu_time_millis_training: 267.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9266, f_measure: 0.8129, kappa: 0.2841, kb_relative_information_score: 537.9029, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8714, predictive_accuracy: 0.855, prior_entropy: 0.6786, recall: 0.855, relative_absolute_error: 0.7524, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.8017, scimark_benchmark: 1300.1345, usercpu_time_millis: 155.57, usercpu_time_millis_testing: 6.119, usercpu_time_millis_training: 149.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.7402, kb_relative_information_score: 270.4913, mean_absolute_error: 0.251, 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: 0.8534, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.8761, scimark_benchmark: 1305.6199, usercpu_time_millis: 32.732, usercpu_time_millis_testing: 2.694, usercpu_time_millis_training: 30.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8713, kappa: 0.5195, kb_relative_information_score: 723.0545, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8941, predictive_accuracy: 0.8895, prior_entropy: 0.6786, recall: 0.8895, relative_absolute_error: 0.6815, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2857, root_relative_squared_error: 0.7452, scimark_benchmark: 1291.264, usercpu_time_millis: 92.529, usercpu_time_millis_testing: 3.361, usercpu_time_millis_training: 89.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8117, kappa: 0.2792, kb_relative_information_score: 524.3532, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8728, predictive_accuracy: 0.8546, prior_entropy: 0.6786, recall: 0.8546, relative_absolute_error: 0.7561, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.8055, scimark_benchmark: 1310.6029, usercpu_time_millis: 37.041, usercpu_time_millis_testing: 1.672, usercpu_time_millis_training: 35.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.8661, kappa: 0.497, kb_relative_information_score: 673.7767, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8961, predictive_accuracy: 0.887, prior_entropy: 0.6786, recall: 0.887, relative_absolute_error: 0.7002, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.756, scimark_benchmark: 1315.0272, usercpu_time_millis: 141.806, usercpu_time_millis_testing: 4.073, usercpu_time_millis_training: 137.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.7402, kb_relative_information_score: 60.6838, mean_absolute_error: 0.2728, 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: 0.9274, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.9353, scimark_benchmark: 1294.4504, usercpu_time_millis: 19.802, usercpu_time_millis_testing: 2.087, usercpu_time_millis_training: 17.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9268, f_measure: 0.8546, kappa: 0.4522, kb_relative_information_score: 601.3056, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8858, predictive_accuracy: 0.8787, prior_entropy: 0.6786, recall: 0.8787, relative_absolute_error: 0.7172, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.7748, scimark_benchmark: 1319.4378, usercpu_time_millis: 23.041, usercpu_time_millis_testing: 1.669, usercpu_time_millis_training: 21.372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8311, kappa: 0.3575, kb_relative_information_score: 524.9224, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.875, predictive_accuracy: 0.8646, prior_entropy: 0.6786, recall: 0.8646, relative_absolute_error: 0.7527, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.797, scimark_benchmark: 1296.7099, usercpu_time_millis: 117.371, usercpu_time_millis_testing: 5.434, usercpu_time_millis_training: 111.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.8697, kappa: 0.5116, kb_relative_information_score: 719.7062, mean_absolute_error: 0.2019, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8982, predictive_accuracy: 0.8895, prior_entropy: 0.6786, recall: 0.8895, relative_absolute_error: 0.6865, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2858, root_relative_squared_error: 0.7455, scimark_benchmark: 1315.1222, usercpu_time_millis: 373.202, usercpu_time_millis_testing: 8.442, usercpu_time_millis_training: 364.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8644, kappa: 0.4908, kb_relative_information_score: 695.6145, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8926, predictive_accuracy: 0.8853, prior_entropy: 0.6786, recall: 0.8853, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.288, root_relative_squared_error: 0.7511, scimark_benchmark: 1292.5664, usercpu_time_millis: 197.425, usercpu_time_millis_testing: 7.46, usercpu_time_millis_training: 189.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.856, kappa: 0.4572, kb_relative_information_score: 699.8383, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8884, predictive_accuracy: 0.8799, prior_entropy: 0.6786, recall: 0.8799, relative_absolute_error: 0.6944, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.7576, scimark_benchmark: 1293.4773, usercpu_time_millis: 288.904, usercpu_time_millis_testing: 7.032, usercpu_time_millis_training: 281.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8154, kappa: 0.2993, kb_relative_information_score: 359.3555, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8405, predictive_accuracy: 0.8504, prior_entropy: 0.6786, recall: 0.8504, relative_absolute_error: 0.7724, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.844, scimark_benchmark: 1314.5655, usercpu_time_millis: 8.155, usercpu_time_millis_testing: 0.771, usercpu_time_millis_training: 7.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8785, kappa: 0.5461, kb_relative_information_score: 772.5794, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.9042, predictive_accuracy: 0.8957, prior_entropy: 0.6786, recall: 0.8957, relative_absolute_error: 0.6682, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.282, root_relative_squared_error: 0.7356, scimark_benchmark: 1314.7982, usercpu_time_millis: 276.887, usercpu_time_millis_testing: 6.829, usercpu_time_millis_training: 270.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.7555, kappa: 0.0586, kb_relative_information_score: 393.5625, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8469, predictive_accuracy: 0.8272, prior_entropy: 0.6786, recall: 0.8272, relative_absolute_error: 0.8069, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.8396, scimark_benchmark: 1300.2901, usercpu_time_millis: 61.232, usercpu_time_millis_testing: 4.214, usercpu_time_millis_training: 57.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.8547, kappa: 0.4521, kb_relative_information_score: 653.1898, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8876, predictive_accuracy: 0.8791, prior_entropy: 0.6786, recall: 0.8791, relative_absolute_error: 0.7085, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.7634, scimark_benchmark: 1294.4828, usercpu_time_millis: 137.909, usercpu_time_millis_testing: 4.503, usercpu_time_millis_training: 133.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.8579, kappa: 0.4648, kb_relative_information_score: 655.9754, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8895, predictive_accuracy: 0.8812, prior_entropy: 0.6786, recall: 0.8812, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.7614, scimark_benchmark: 1293.7208, usercpu_time_millis: 137.971, usercpu_time_millis_testing: 4.81, usercpu_time_millis_training: 133.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.7402, kb_relative_information_score: 137.6458, mean_absolute_error: 0.2709, 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: 0.9208, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.9293, scimark_benchmark: 1312.0091, usercpu_time_millis: 22.671, usercpu_time_millis_testing: 2.241, usercpu_time_millis_training: 20.43,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.7461, kappa: 0.0227, kb_relative_information_score: 338.449, mean_absolute_error: 0.2443, 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: 0.8304, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.326, root_relative_squared_error: 0.8502, scimark_benchmark: 1317.1949, usercpu_time_millis: 80.893, usercpu_time_millis_testing: 7.16, usercpu_time_millis_training: 73.733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8254, kappa: 0.3339, kb_relative_information_score: 575.3174, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8776, predictive_accuracy: 0.8621, prior_entropy: 0.6786, recall: 0.8621, relative_absolute_error: 0.7393, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.7923, scimark_benchmark: 1316.1541, usercpu_time_millis: 153.808, usercpu_time_millis_testing: 6.128, usercpu_time_millis_training: 147.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.8677, kappa: 0.5031, kb_relative_information_score: 691.1702, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.2942, number_of_instances: 2407, precision: 0.8978, predictive_accuracy: 0.8882, prior_entropy: 0.6786, recall: 0.8882, relative_absolute_error: 0.6942, root_mean_prior_squared_error: 0.3834, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.7518, scimark_benchmark: 1290.4596, usercpu_time_millis: 141.56, usercpu_time_millis_testing: 3.777, usercpu_time_millis_training: 137.783,

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