OpenML
Supervised Classification on analcatdata_germangss

Supervised Classification on analcatdata_germangss

Task 3887 Supervised Classification analcatdata_germangss 555 runs submitted
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  • study_1 study_107 study_41 study_50 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8785, kappa: 0.629, kb_relative_information_score: 162.8397, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8957, predictive_accuracy: 0.89, prior_entropy: 0.7716, recall: 0.89, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.6983, scimark_benchmark: 932.3943, usercpu_time_millis: 440, usercpu_time_millis_testing: 430, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.9173, kappa: 0.7625, kb_relative_information_score: 290.2914, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9172, predictive_accuracy: 0.9175, prior_entropy: 0.7716, recall: 0.9175, relative_absolute_error: 0.2389, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2879, root_relative_squared_error: 0.6895, scimark_benchmark: 770.3451, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.92, kappa: 0.7706, kb_relative_information_score: 294.4883, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.6773, scimark_benchmark: 770.3451, usercpu_time_millis: 190, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.9197, kappa: 0.7688, kb_relative_information_score: 295.8153, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9194, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.6359, scimark_benchmark: 904.0233, usercpu_time_millis: 460, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.922, kappa: 0.7751, kb_relative_information_score: 291.7471, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9217, predictive_accuracy: 0.9225, prior_entropy: 0.7716, recall: 0.9225, relative_absolute_error: 0.2402, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.5877, scimark_benchmark: 945.6434, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9139, kappa: 0.7443, kb_relative_information_score: 229.1414, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9166, predictive_accuracy: 0.9175, prior_entropy: 0.7716, recall: 0.9175, relative_absolute_error: 0.4397, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.251, root_relative_squared_error: 0.6011, scimark_benchmark: 915.2795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6768, kb_relative_information_score: 105.5716, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.6006, predictive_accuracy: 0.775, prior_entropy: 0.7716, recall: 0.775, relative_absolute_error: 0.6438, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.4743, root_relative_squared_error: 1.1359, scimark_benchmark: 934.6252, usercpu_time_millis: 70, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.9073, kappa: 0.7337, kb_relative_information_score: 278.2167, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9071, predictive_accuracy: 0.9075, prior_entropy: 0.7716, recall: 0.9075, relative_absolute_error: 0.2647, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.7283, scimark_benchmark: 945.0164, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, build_cpu_time: 0.4169, build_memory: 440463800, f_measure: 0.8914, kappa: 0.6856, kb_relative_information_score: 257.4721, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8907, predictive_accuracy: 0.8925, prior_entropy: 0.7716, recall: 0.8925, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.6847, scimark_benchmark: 939.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, build_cpu_time: 0.4469, build_memory: 1395085415.2, f_measure: 0.8914, kappa: 0.6856, kb_relative_information_score: 257.4721, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8907, predictive_accuracy: 0.8925, prior_entropy: 0.7716, recall: 0.8925, relative_absolute_error: 0.3197, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.6847, scimark_benchmark: 918.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, build_cpu_time: 0.3374, build_memory: 1033793900.8, f_measure: 0.8891, kappa: 0.6795, kb_relative_information_score: 256.471, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8884, predictive_accuracy: 0.89, prior_entropy: 0.7716, recall: 0.89, relative_absolute_error: 0.322, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.6876, scimark_benchmark: 920.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, build_cpu_time: 0.2096, build_memory: 860166389.6, f_measure: 0.8937, kappa: 0.6916, kb_relative_information_score: 257.3965, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8929, predictive_accuracy: 0.895, prior_entropy: 0.7716, recall: 0.895, relative_absolute_error: 0.3205, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.6836, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, build_cpu_time: 0.0123, build_memory: 84154369.6, f_measure: 0.9193, kappa: 0.7669, kb_relative_information_score: 288.831, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9189, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.5964, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, build_cpu_time: 0.0205, build_memory: 182132070.4, f_measure: 0.9193, kappa: 0.7669, kb_relative_information_score: 289.5523, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9189, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.2426, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2575, root_relative_squared_error: 0.6165, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, build_cpu_time: 0.0197, build_memory: 1281534634.4, f_measure: 0.92, kappa: 0.7706, kb_relative_information_score: 294.49, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.6199, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, build_cpu_time: 0.0212, build_memory: 375446836, f_measure: 0.92, kappa: 0.7706, kb_relative_information_score: 294.7491, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.6201, scimark_benchmark: 941.8181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, build_cpu_time: 0.0401, build_memory: 60539456.8, f_measure: 0.92, kappa: 0.7706, kb_relative_information_score: 294.7491, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.2326, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.6201, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, build_cpu_time: 0.0037, build_memory: 308763284.8, f_measure: 0.8661, kappa: 0.6124, kb_relative_information_score: 225.6745, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8651, predictive_accuracy: 0.8675, prior_entropy: 0.7716, recall: 0.8675, relative_absolute_error: 0.3785, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.8147, scimark_benchmark: 923.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, build_cpu_time: 0.0022, build_memory: 120016080, f_measure: 0.8661, kappa: 0.6124, kb_relative_information_score: 225.6745, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8651, predictive_accuracy: 0.8675, prior_entropy: 0.7716, recall: 0.8675, relative_absolute_error: 0.3785, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.8147, scimark_benchmark: 926.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, build_cpu_time: 0.0023, build_memory: 2132322904, f_measure: 0.8661, kappa: 0.6124, kb_relative_information_score: 225.6745, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8651, predictive_accuracy: 0.8675, prior_entropy: 0.7716, recall: 0.8675, relative_absolute_error: 0.3785, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.8147, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, build_cpu_time: 0.0015, build_memory: 2959356184, f_measure: 0.8661, kappa: 0.6124, kb_relative_information_score: 225.6745, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8651, predictive_accuracy: 0.8675, prior_entropy: 0.7716, recall: 0.8675, relative_absolute_error: 0.3785, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.8147, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8413, build_cpu_time: 0.0014, build_memory: 1714484275.2, f_measure: 0.8661, kappa: 0.6124, kb_relative_information_score: 225.6745, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8651, predictive_accuracy: 0.8675, prior_entropy: 0.7716, recall: 0.8675, relative_absolute_error: 0.3785, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.8147, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, build_cpu_time: 0.032, build_memory: 1124059532.8, f_measure: 0.9034, kappa: 0.7187, kb_relative_information_score: 233.7164, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9028, predictive_accuracy: 0.905, prior_entropy: 0.7716, recall: 0.905, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.6108, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, build_cpu_time: 0.0365, build_memory: 2365446733.6, f_measure: 0.9034, kappa: 0.7187, kb_relative_information_score: 233.7164, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9028, predictive_accuracy: 0.905, prior_entropy: 0.7716, recall: 0.905, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.6108, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, build_cpu_time: 0.0354, build_memory: 2557863825.6, f_measure: 0.9034, kappa: 0.7187, kb_relative_information_score: 233.7164, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9028, predictive_accuracy: 0.905, prior_entropy: 0.7716, recall: 0.905, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.6108, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, build_cpu_time: 0.0361, build_memory: 1284736477.6, f_measure: 0.9034, kappa: 0.7187, kb_relative_information_score: 233.7164, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9028, predictive_accuracy: 0.905, prior_entropy: 0.7716, recall: 0.905, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.6108, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, build_cpu_time: 0.0624, build_memory: 1046023566.4, f_measure: 0.9034, kappa: 0.7187, kb_relative_information_score: 233.7164, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9028, predictive_accuracy: 0.905, prior_entropy: 0.7716, recall: 0.905, relative_absolute_error: 0.4117, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.6108, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, build_cpu_time: 0.0215, build_memory: 313714612.8, f_measure: 0.8922, kappa: 0.684, kb_relative_information_score: 252.6778, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8917, predictive_accuracy: 0.895, prior_entropy: 0.7716, recall: 0.895, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.6248, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, build_cpu_time: 0.0218, build_memory: 1796508081.6, f_measure: 0.8922, kappa: 0.684, kb_relative_information_score: 252.6778, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8917, predictive_accuracy: 0.895, prior_entropy: 0.7716, recall: 0.895, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.6248, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, build_cpu_time: 0.0212, build_memory: 1367544401.6, f_measure: 0.8899, kappa: 0.6778, kb_relative_information_score: 250.1685, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8892, predictive_accuracy: 0.8925, prior_entropy: 0.7716, recall: 0.8925, relative_absolute_error: 0.3539, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.6257, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, build_cpu_time: 0.0072, build_memory: 1967048308.8, f_measure: 0.9081, kappa: 0.7313, kb_relative_information_score: 242.0697, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9077, predictive_accuracy: 0.91, prior_entropy: 0.7716, recall: 0.91, relative_absolute_error: 0.3845, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.6261, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, build_cpu_time: 0.004, build_memory: 444415068, f_measure: 0.896, kappa: 0.6978, kb_relative_information_score: 213.1397, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8952, predictive_accuracy: 0.8975, prior_entropy: 0.7716, recall: 0.8975, relative_absolute_error: 0.4559, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.6598, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, build_cpu_time: 0.0067, build_memory: 598467011.2, f_measure: 0.8866, kappa: 0.6662, kb_relative_information_score: 243.9189, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8862, predictive_accuracy: 0.89, prior_entropy: 0.7716, recall: 0.89, relative_absolute_error: 0.3497, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.29, root_relative_squared_error: 0.6945, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, build_cpu_time: 0.0074, build_memory: 603046160.8, f_measure: 0.882, kappa: 0.6539, kb_relative_information_score: 244.4672, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8812, predictive_accuracy: 0.885, prior_entropy: 0.7716, recall: 0.885, relative_absolute_error: 0.3482, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.6909, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, build_cpu_time: 0.0082, build_memory: 590873978.4, f_measure: 0.882, kappa: 0.6539, kb_relative_information_score: 244.4672, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8812, predictive_accuracy: 0.885, prior_entropy: 0.7716, recall: 0.885, relative_absolute_error: 0.3482, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.6909, scimark_benchmark: 929.5397,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, build_cpu_time: 0.0053, build_memory: 139832532.8, f_measure: 0.8549, kappa: 0.5664, kb_relative_information_score: 157.3097, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8555, predictive_accuracy: 0.8625, prior_entropy: 0.7716, recall: 0.8625, relative_absolute_error: 0.5906, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.7344, scimark_benchmark: 945.4151,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, build_cpu_time: 0.0007, build_memory: 372636852.8, f_measure: 0.8931, kappa: 0.6954, kb_relative_information_score: 234.8713, mean_absolute_error: 0.1379, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8939, predictive_accuracy: 0.8925, prior_entropy: 0.7716, recall: 0.8925, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2875, root_relative_squared_error: 0.6885, scimark_benchmark: 946.9694,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, build_cpu_time: 0.0004, build_memory: 101268678.4, f_measure: 0.8912, kappa: 0.674, kb_relative_information_score: 199.6982, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.896, predictive_accuracy: 0.8975, prior_entropy: 0.7716, recall: 0.8975, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.6619, scimark_benchmark: 940.3415,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, build_cpu_time: 0.1219, build_memory: 1074584165.6, f_measure: 0.8969, kappa: 0.6965, kb_relative_information_score: 262.9256, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8969, predictive_accuracy: 0.9, prior_entropy: 0.7716, recall: 0.9, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.278, root_relative_squared_error: 0.6657, scimark_benchmark: 938.2568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, build_cpu_time: 0.2418, build_memory: 266639296, f_measure: 0.8889, kappa: 0.6724, kb_relative_information_score: 265.1008, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8888, predictive_accuracy: 0.8925, prior_entropy: 0.7716, recall: 0.8925, relative_absolute_error: 0.3065, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.662, scimark_benchmark: 937.2747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, build_cpu_time: 0.4777, build_memory: 844591932.8, f_measure: 0.9057, kappa: 0.725, kb_relative_information_score: 267.5312, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9052, predictive_accuracy: 0.9075, prior_entropy: 0.7716, recall: 0.9075, relative_absolute_error: 0.2992, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.271, root_relative_squared_error: 0.649, scimark_benchmark: 927.4148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, build_cpu_time: 1.0049, build_memory: 935979515.2, f_measure: 0.9011, kappa: 0.7125, kb_relative_information_score: 267.0253, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9004, predictive_accuracy: 0.9025, prior_entropy: 0.7716, recall: 0.9025, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.6481, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, build_cpu_time: 1.9926, build_memory: 969262697.6, f_measure: 0.9038, kappa: 0.721, kb_relative_information_score: 267.3049, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9032, predictive_accuracy: 0.905, prior_entropy: 0.7716, recall: 0.905, relative_absolute_error: 0.299, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.269, root_relative_squared_error: 0.6442, scimark_benchmark: 947.903,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs