OpenML
Supervised Classification on mfeat-karhunen

Supervised Classification on mfeat-karhunen

Task 16 Supervised Classification mfeat-karhunen 24479 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

24479 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9173, kappa: 0.9083, kb_relative_information_score: 1818.7139, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.3725, scimark_benchmark: 940.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 939.4215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7679, kappa: 0.7433, kb_relative_information_score: 1423.0932, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7695, predictive_accuracy: 0.769, prior_entropy: 3.3219, recall: 0.769, relative_absolute_error: 0.4234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.6142, scimark_benchmark: 863.3471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, f_measure: 0.2945, kappa: 0.2294, kb_relative_information_score: 687.181, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2968, predictive_accuracy: 0.3065, prior_entropy: 3.3219, recall: 0.3065, relative_absolute_error: 0.7845, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.9923, scimark_benchmark: 935.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.8461, kappa: 0.8294, kb_relative_information_score: 1691.7446, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8477, predictive_accuracy: 0.8465, prior_entropy: 3.3219, recall: 0.8465, relative_absolute_error: 0.1868, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.515, scimark_benchmark: 936.7023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.938, kappa: 0.9311, kb_relative_information_score: 1759.8632, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9387, predictive_accuracy: 0.938, prior_entropy: 3.3219, recall: 0.938, relative_absolute_error: 0.1949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3952, scimark_benchmark: 946.5173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6003, f_measure: 0.2778, kappa: 0.2006, kb_relative_information_score: 495.155, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2798, predictive_accuracy: 0.2805, prior_entropy: 3.3219, recall: 0.2805, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3793, root_relative_squared_error: 1.2645, scimark_benchmark: 945.0617,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9247, kappa: 0.9161, kb_relative_information_score: 1846.1317, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9256, predictive_accuracy: 0.9245, prior_entropy: 3.3219, recall: 0.9245, relative_absolute_error: 0.0919, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.113, root_relative_squared_error: 0.3767, scimark_benchmark: 946.4202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9634, kappa: 0.9594, kb_relative_information_score: 1925.366, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9639, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2474, scimark_benchmark: 858.6315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9237, kappa: 0.915, kb_relative_information_score: 1845.1393, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9246, predictive_accuracy: 0.9235, prior_entropy: 3.3219, recall: 0.9235, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3786, scimark_benchmark: 946.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9358, kappa: 0.9283, kb_relative_information_score: 1873.3658, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9375, predictive_accuracy: 0.9355, prior_entropy: 3.3219, recall: 0.9355, relative_absolute_error: 0.08, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.335, scimark_benchmark: 944.9512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, f_measure: 0.4608, kappa: 0.4117, kb_relative_information_score: 893.2513, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4926, predictive_accuracy: 0.4705, prior_entropy: 3.3219, recall: 0.4705, relative_absolute_error: 0.7203, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.255, root_relative_squared_error: 0.85, scimark_benchmark: 943.1648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8109, kappa: 0.7911, kb_relative_information_score: 1613.2611, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8108, predictive_accuracy: 0.812, prior_entropy: 3.3219, recall: 0.812, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.6149, scimark_benchmark: 942.6148,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9383, kappa: 0.9311, kb_relative_information_score: 1878.7656, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9397, predictive_accuracy: 0.938, prior_entropy: 3.3219, recall: 0.938, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.3397, scimark_benchmark: 945.7864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.7774, kappa: 0.7489, kb_relative_information_score: 1347.7011, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7979, predictive_accuracy: 0.774, prior_entropy: 3.3219, recall: 0.774, relative_absolute_error: 0.4442, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.6412, scimark_benchmark: 927.3849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1902.4443, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9606, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2849, scimark_benchmark: 910.6813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9137, f_measure: 0.8283, kappa: 0.81, kb_relative_information_score: 1622.3156, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8292, predictive_accuracy: 0.829, prior_entropy: 3.3219, recall: 0.829, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.178, root_relative_squared_error: 0.5935, scimark_benchmark: 940.8058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.94, kappa: 0.9333, kb_relative_information_score: 1743.0049, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9401, predictive_accuracy: 0.94, prior_entropy: 3.3219, recall: 0.94, relative_absolute_error: 0.2263, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.3852, scimark_benchmark: 921.8105,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9244, kappa: 0.9161, kb_relative_information_score: 1856.1029, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9245, predictive_accuracy: 0.9245, prior_entropy: 3.3219, recall: 0.9245, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.362, scimark_benchmark: 916.7465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6003, f_measure: 0.2778, kappa: 0.2006, kb_relative_information_score: 495.155, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2798, predictive_accuracy: 0.2805, prior_entropy: 3.3219, recall: 0.2805, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3793, root_relative_squared_error: 1.2645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.4051, kappa: 0.4, kb_relative_information_score: 626.9357, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4087, predictive_accuracy: 0.46, prior_entropy: 3.3219, recall: 0.46, relative_absolute_error: 0.8455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.879, scimark_benchmark: 940.8586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.8221, kappa: 0.8028, kb_relative_information_score: 1464.1651, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8242, predictive_accuracy: 0.8225, prior_entropy: 3.3219, recall: 0.8225, relative_absolute_error: 0.4233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5676, scimark_benchmark: 916.8287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9184, kappa: 0.9094, kb_relative_information_score: 1594.149, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9193, predictive_accuracy: 0.9185, prior_entropy: 3.3219, recall: 0.9185, relative_absolute_error: 0.349, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.4836, scimark_benchmark: 929.5505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.956, kappa: 0.9511, kb_relative_information_score: 1913.3301, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9561, predictive_accuracy: 0.956, prior_entropy: 3.3219, recall: 0.956, relative_absolute_error: 0.0484, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.3005, scimark_benchmark: 935.0645,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1902.4443, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9606, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2849, scimark_benchmark: 940.6288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9286, kappa: 0.9206, kb_relative_information_score: 1860.8391, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9292, predictive_accuracy: 0.9285, prior_entropy: 3.3219, recall: 0.9285, relative_absolute_error: 0.0795, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3675, scimark_benchmark: 938.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9193, kappa: 0.9106, kb_relative_information_score: 1601.7139, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9207, predictive_accuracy: 0.9195, prior_entropy: 3.3219, recall: 0.9195, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4797, scimark_benchmark: 942.4247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9422, kappa: 0.9356, kb_relative_information_score: 1880.3636, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9426, predictive_accuracy: 0.942, prior_entropy: 3.3219, recall: 0.942, relative_absolute_error: 0.0643, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.3551, scimark_benchmark: 916.8428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.843, kappa: 0.8233, kb_relative_information_score: 1407.9243, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8539, predictive_accuracy: 0.841, prior_entropy: 3.3219, recall: 0.841, relative_absolute_error: 0.432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.5785, scimark_benchmark: 938.9341,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9286, kappa: 0.9206, kb_relative_information_score: 1705.3099, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9289, predictive_accuracy: 0.9285, prior_entropy: 3.3219, recall: 0.9285, relative_absolute_error: 0.2564, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.4113, scimark_benchmark: 944.5487,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9073, f_measure: 0.8109, kappa: 0.7911, kb_relative_information_score: 1613.2611, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8108, predictive_accuracy: 0.812, prior_entropy: 3.3219, recall: 0.812, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.6149, scimark_benchmark: 921.3601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.833, kappa: 0.8122, kb_relative_information_score: 1372.4379, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8445, predictive_accuracy: 0.831, prior_entropy: 3.3219, recall: 0.831, relative_absolute_error: 0.4641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1768, root_relative_squared_error: 0.5894, scimark_benchmark: 944.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9639, kappa: 0.96, kb_relative_information_score: 1920.5568, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9644, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.0453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2821, scimark_benchmark: 592.4554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9183, kappa: 0.9094, kb_relative_information_score: 1719.9614, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9184, predictive_accuracy: 0.9185, prior_entropy: 3.3219, recall: 0.9185, relative_absolute_error: 0.2383, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4013, scimark_benchmark: 929.7749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 915.0097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.9169, kappa: 0.9078, kb_relative_information_score: 1832.077, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.917, predictive_accuracy: 0.917, prior_entropy: 3.3219, recall: 0.917, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.3954, scimark_benchmark: 944.7755,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 1913.8221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 1913.8221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9358, kappa: 0.9283, kb_relative_information_score: 1873.6367, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9373, predictive_accuracy: 0.9355, prior_entropy: 3.3219, recall: 0.9355, relative_absolute_error: 0.08, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1003, root_relative_squared_error: 0.3342, scimark_benchmark: 946.2547,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1902.4443, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9606, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2849, scimark_benchmark: 592.7092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, f_measure: 0.2961, kappa: 0.2317, kb_relative_information_score: 688.279, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2995, predictive_accuracy: 0.3085, prior_entropy: 3.3219, recall: 0.3085, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.9956, scimark_benchmark: 949.7634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.7309, kappa: 0.7, kb_relative_information_score: 1435.291, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.733, predictive_accuracy: 0.73, prior_entropy: 3.3219, recall: 0.73, relative_absolute_error: 0.3, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.7746, scimark_benchmark: 945.0628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9639, kappa: 0.96, kb_relative_information_score: 1920.5568, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9644, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.0453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2821, scimark_benchmark: 897.9871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.0051, build_memory: 40207486.4, f_measure: 0.0182, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 946.6061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, build_cpu_time: 0.3579, build_memory: 704051908, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 947.9746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, build_cpu_time: 0.3251, build_memory: 99959046.4, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 926.1504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, build_cpu_time: 0.3463, build_memory: 90299612, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 926.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, build_cpu_time: 0.3941, build_memory: 99041256, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 946.8909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, build_cpu_time: 4.7401, build_memory: 46725956.8, f_measure: 0.9109, kappa: 0.9011, kb_relative_information_score: 1713.9053, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9112, predictive_accuracy: 0.911, prior_entropy: 3.3219, recall: 0.911, relative_absolute_error: 0.2384, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1235, root_relative_squared_error: 0.4117, scimark_benchmark: 909.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, build_cpu_time: 10.9899, build_memory: 5059416749.6, f_measure: 0.9183, kappa: 0.9094, kb_relative_information_score: 1719.9614, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9184, predictive_accuracy: 0.9185, prior_entropy: 3.3219, recall: 0.9185, relative_absolute_error: 0.2383, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4013, scimark_benchmark: 895.1564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, build_cpu_time: 17.8553, build_memory: 787741453.6, f_measure: 0.9239, kappa: 0.9156, kb_relative_information_score: 1721.4622, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.924, predictive_accuracy: 0.924, prior_entropy: 3.3219, recall: 0.924, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.119, root_relative_squared_error: 0.3968, scimark_benchmark: 946.9504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, build_cpu_time: 18.0179, build_memory: 62467280, f_measure: 0.9239, kappa: 0.9156, kb_relative_information_score: 1721.4622, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.924, predictive_accuracy: 0.924, prior_entropy: 3.3219, recall: 0.924, relative_absolute_error: 0.2394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.119, root_relative_squared_error: 0.3968, scimark_benchmark: 946.4328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, build_cpu_time: 36.3531, build_memory: 79087017.6, f_measure: 0.9249, kappa: 0.9167, kb_relative_information_score: 1721.4801, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9251, predictive_accuracy: 0.925, prior_entropy: 3.3219, recall: 0.925, relative_absolute_error: 0.2396, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.3951, scimark_benchmark: 937.3234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, build_cpu_time: 434.5554, build_memory: 376684268, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 1716.4638, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.2569, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.3758, scimark_benchmark: 946.7884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, build_cpu_time: 173.1392, build_memory: 593210912, f_measure: 0.954, kappa: 0.9489, kb_relative_information_score: 1713.2437, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9543, predictive_accuracy: 0.954, prior_entropy: 3.3219, recall: 0.954, relative_absolute_error: 0.2579, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.3807, scimark_benchmark: 942.9284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, build_cpu_time: 4152.6691, build_memory: 1470150368.8, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 1902.4348, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9626, predictive_accuracy: 0.9625, prior_entropy: 3.3219, recall: 0.9625, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.2587, scimark_benchmark: 945.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, build_cpu_time: 0.0153, build_memory: 309367062.4, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 1870.9382, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.937, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.3519, scimark_benchmark: 1469.6837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, build_cpu_time: 2188.2598, build_memory: 861900343.2, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 1901.8712, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9622, predictive_accuracy: 0.962, prior_entropy: 3.3219, recall: 0.962, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.2594, scimark_benchmark: 935.2997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.81, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9684, predictive_accuracy: 0.968, prior_entropy: 3.3219, recall: 0.968, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.4283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, build_cpu_time: 1112.1751, build_memory: 91527298.4, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 1900.4584, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9617, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.2626, scimark_benchmark: 941.4059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, build_cpu_time: 522.4013, build_memory: 874262220.8, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 1899.4813, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0791, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.2641, scimark_benchmark: 942.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, build_cpu_time: 232.3877, build_memory: 97886157.6, f_measure: 0.9576, kappa: 0.9528, kb_relative_information_score: 1897.3501, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.958, predictive_accuracy: 0.9575, prior_entropy: 3.3219, recall: 0.9575, relative_absolute_error: 0.0794, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0804, root_relative_squared_error: 0.2681, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, build_cpu_time: 0.0052, build_memory: 3337723917.6, f_measure: 0.5907, kappa: 0.6167, kb_relative_information_score: 700.1804, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7828, predictive_accuracy: 0.655, prior_entropy: 3.3219, recall: 0.655, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.8861, scimark_benchmark: 944.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, build_cpu_time: 0.0146, build_memory: 363329896, f_measure: 0.5925, kappa: 0.6128, kb_relative_information_score: 701.6256, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7584, predictive_accuracy: 0.6515, prior_entropy: 3.3219, recall: 0.6515, relative_absolute_error: 0.8489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.8853, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, build_cpu_time: 0.0301, build_memory: 667440178.4, f_measure: 0.5982, kappa: 0.6172, kb_relative_information_score: 700.6661, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7836, predictive_accuracy: 0.6555, prior_entropy: 3.3219, recall: 0.6555, relative_absolute_error: 0.8494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.8856, scimark_benchmark: 1024.2267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, build_cpu_time: 0.1035, build_memory: 61293221.6, f_measure: 0.5981, kappa: 0.6161, kb_relative_information_score: 700.23, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7844, predictive_accuracy: 0.6545, prior_entropy: 3.3219, recall: 0.6545, relative_absolute_error: 0.8494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2657, root_relative_squared_error: 0.8857, scimark_benchmark: 895.1097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, build_cpu_time: 0.0765, build_memory: 760137993.6, f_measure: 0.6037, kappa: 0.6222, kb_relative_information_score: 702.0677, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7864, predictive_accuracy: 0.66, prior_entropy: 3.3219, recall: 0.66, relative_absolute_error: 0.8488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.8848, scimark_benchmark: 1225.9989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, build_cpu_time: 9420.7078, build_memory: 1051478243.2, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 1913.1164, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9646, predictive_accuracy: 0.9645, prior_entropy: 3.3219, recall: 0.9645, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.2461, scimark_benchmark: 942.7079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.81, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9684, predictive_accuracy: 0.968, prior_entropy: 3.3219, recall: 0.968, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.4283,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, build_cpu_time: 4538.2432, build_memory: 1080585683.2, f_measure: 0.966, kappa: 0.9622, kb_relative_information_score: 1913.0519, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9661, predictive_accuracy: 0.966, prior_entropy: 3.3219, recall: 0.966, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.074, root_relative_squared_error: 0.2468, scimark_benchmark: 946.2416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, build_cpu_time: 3.6988, build_memory: 820579775.2, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 1872.7363, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.937, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.3353, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, build_cpu_time: 4.5432, build_memory: 178246896, f_measure: 0.9405, kappa: 0.9339, kb_relative_information_score: 1655.4668, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9408, predictive_accuracy: 0.9405, prior_entropy: 3.3219, recall: 0.9405, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1309, root_relative_squared_error: 0.4362, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, build_cpu_time: 2.8079, build_memory: 842297972, f_measure: 0.2961, kappa: 0.2317, kb_relative_information_score: 688.279, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2995, predictive_accuracy: 0.3085, prior_entropy: 3.3219, recall: 0.3085, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.9956, scimark_benchmark: 939.4327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, build_cpu_time: 2.8902, build_memory: 388197845.6, f_measure: 0.2961, kappa: 0.2317, kb_relative_information_score: 688.279, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2995, predictive_accuracy: 0.3085, prior_entropy: 3.3219, recall: 0.3085, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.9956, scimark_benchmark: 899.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7647, build_cpu_time: 2.0324, build_memory: 919256916, f_measure: 0.3004, kappa: 0.2339, kb_relative_information_score: 687.5615, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3028, predictive_accuracy: 0.3105, prior_entropy: 3.3219, recall: 0.3105, relative_absolute_error: 0.7823, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2997, root_relative_squared_error: 0.999, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.749, build_cpu_time: 0.7133, build_memory: 350548754.4, f_measure: 0.3016, kappa: 0.235, kb_relative_information_score: 682.1934, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3023, predictive_accuracy: 0.3115, prior_entropy: 3.3219, recall: 0.3115, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3013, root_relative_squared_error: 1.0043, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.749, build_cpu_time: 0.6853, build_memory: 170065874.4, f_measure: 0.3016, kappa: 0.235, kb_relative_information_score: 682.1934, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3023, predictive_accuracy: 0.3115, prior_entropy: 3.3219, recall: 0.3115, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3013, root_relative_squared_error: 1.0043, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.749, build_cpu_time: 0.7257, build_memory: 117238668.8, f_measure: 0.3016, kappa: 0.235, kb_relative_information_score: 682.1934, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3023, predictive_accuracy: 0.3115, prior_entropy: 3.3219, recall: 0.3115, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3013, root_relative_squared_error: 1.0043, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.749, build_cpu_time: 1.0194, build_memory: 465744092, f_measure: 0.3016, kappa: 0.235, kb_relative_information_score: 682.1934, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3023, predictive_accuracy: 0.3115, prior_entropy: 3.3219, recall: 0.3115, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3013, root_relative_squared_error: 1.0043, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.749, build_cpu_time: 1.1106, build_memory: 617293311.2, f_measure: 0.3016, kappa: 0.235, kb_relative_information_score: 682.1934, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3023, predictive_accuracy: 0.3115, prior_entropy: 3.3219, recall: 0.3115, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3013, root_relative_squared_error: 1.0043, scimark_benchmark: 942.4281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.749, build_cpu_time: 1.1944, build_memory: 823863484.8, f_measure: 0.3016, kappa: 0.235, kb_relative_information_score: 682.1934, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3023, predictive_accuracy: 0.3115, prior_entropy: 3.3219, recall: 0.3115, relative_absolute_error: 0.7841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3013, root_relative_squared_error: 1.0043, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7323, build_cpu_time: 0.3817, build_memory: 425524016.8, f_measure: 0.2992, kappa: 0.2333, kb_relative_information_score: 678.7892, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3013, predictive_accuracy: 0.31, prior_entropy: 3.3219, recall: 0.31, relative_absolute_error: 0.7834, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.305, root_relative_squared_error: 1.0167, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 15.4935, build_memory: 1191883730.4, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 1576.5652, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9625, predictive_accuracy: 0.962, prior_entropy: 3.3219, recall: 0.962, relative_absolute_error: 0.3838, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.4591, scimark_benchmark: 910.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 34.0786, build_memory: 2410741856.8, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 1576.9487, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9644, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.3839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.4589, scimark_benchmark: 947.2295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 56.871, build_memory: 1078874043.2, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1577.0634, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.3841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.4586, scimark_benchmark: 941.0306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 59.0053, build_memory: 1100006941.6, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1577.0634, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.3841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.4586, scimark_benchmark: 933.4529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 62.1875, build_memory: 1197210726.4, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1577.0634, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.3841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.4586, scimark_benchmark: 914.2677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 3.6452, build_memory: 252751875.2, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 1614.0517, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9617, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.3532, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.4375, scimark_benchmark: 917.0936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, build_cpu_time: 1.9604, build_memory: 2905626323.2, f_measure: 0.9616, kappa: 0.9572, kb_relative_information_score: 1611.3236, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9619, predictive_accuracy: 0.9615, prior_entropy: 3.3219, recall: 0.9615, relative_absolute_error: 0.3535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.4416, scimark_benchmark: 917.2088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, build_cpu_time: 0.9516, build_memory: 648632625.6, f_measure: 0.9536, kappa: 0.9483, kb_relative_information_score: 1604.6908, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.954, predictive_accuracy: 0.9535, prior_entropy: 3.3219, recall: 0.9535, relative_absolute_error: 0.3564, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.4507, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, build_cpu_time: 0.9365, build_memory: 1192566202.4, f_measure: 0.9536, kappa: 0.9483, kb_relative_information_score: 1604.6908, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.954, predictive_accuracy: 0.9535, prior_entropy: 3.3219, recall: 0.9535, relative_absolute_error: 0.3564, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.4507, scimark_benchmark: 931.0999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, build_cpu_time: 1.9254, build_memory: 2844470328, f_measure: 0.8973, kappa: 0.8861, kb_relative_information_score: 1638.9499, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8975, predictive_accuracy: 0.8975, prior_entropy: 3.3219, recall: 0.8975, relative_absolute_error: 0.2995, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.4581, scimark_benchmark: 949.2096,

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