Task
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: 0.9332, build_cpu_time: 0.0079, build_memory: 995604096.8, f_measure: 0.8946, kappa: 0.6965, kb_relative_information_score: 232.6396, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8942, predictive_accuracy: 0.895, prior_entropy: 0.7716, recall: 0.895, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.6543, scimark_benchmark: 940.4796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, build_cpu_time: 0.0079, build_memory: 58996817.6, f_measure: 0.8946, kappa: 0.6965, kb_relative_information_score: 232.6396, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8942, predictive_accuracy: 0.895, prior_entropy: 0.7716, recall: 0.895, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.6543, scimark_benchmark: 927.2608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, build_cpu_time: 0.0257, build_memory: 2679622067.2, f_measure: 0.8954, kappa: 0.7013, kb_relative_information_score: 236.2349, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8959, predictive_accuracy: 0.895, prior_entropy: 0.7716, recall: 0.895, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2697, root_relative_squared_error: 0.6459, scimark_benchmark: 941.5575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, build_cpu_time: 0.0286, build_memory: 1487233871.2, f_measure: 0.9023, kappa: 0.7193, kb_relative_information_score: 235.5599, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9021, predictive_accuracy: 0.9025, prior_entropy: 0.7716, recall: 0.9025, relative_absolute_error: 0.4014, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.272, root_relative_squared_error: 0.6514, scimark_benchmark: 943.8899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, build_cpu_time: 0.0802, build_memory: 596897268.8, f_measure: 0.91, kappa: 0.7419, kb_relative_information_score: 236.6358, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.91, predictive_accuracy: 0.91, prior_entropy: 0.7716, recall: 0.91, relative_absolute_error: 0.4004, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.27, root_relative_squared_error: 0.6466, scimark_benchmark: 942.5578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, build_cpu_time: 1.5136, build_memory: 138167247.2, f_measure: 0.8791, kappa: 0.6449, kb_relative_information_score: 176.2913, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8783, predictive_accuracy: 0.8825, prior_entropy: 0.7716, recall: 0.8825, relative_absolute_error: 0.5471, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3083, root_relative_squared_error: 0.7383, scimark_benchmark: 941.5802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, build_cpu_time: 0.7701, build_memory: 612771644, f_measure: 0.8814, kappa: 0.651, kb_relative_information_score: 177.0149, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8809, predictive_accuracy: 0.885, prior_entropy: 0.7716, recall: 0.885, relative_absolute_error: 0.5449, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.7406, scimark_benchmark: 944.9018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, build_cpu_time: 0.0815, build_memory: 312284868.8, f_measure: 0.9173, kappa: 0.7625, kb_relative_information_score: 286.9313, mean_absolute_error: 0.0864, 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: 0.2471, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.669, scimark_benchmark: 944.2629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, build_cpu_time: 0.0756, build_memory: 1158296473.6, f_measure: 0.9139, kappa: 0.7504, kb_relative_information_score: 293.3312, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9134, predictive_accuracy: 0.915, prior_entropy: 0.7716, recall: 0.915, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.6559, scimark_benchmark: 942.4851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, build_cpu_time: 0.1601, build_memory: 50913661.6, f_measure: 0.9139, kappa: 0.7504, kb_relative_information_score: 293.3312, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9134, predictive_accuracy: 0.915, prior_entropy: 0.7716, recall: 0.915, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.6559, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, build_cpu_time: 0.1589, build_memory: 1023885513.6, f_measure: 0.9127, kappa: 0.7501, kb_relative_information_score: 287.5512, mean_absolute_error: 0.0849, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9129, predictive_accuracy: 0.9125, prior_entropy: 0.7716, recall: 0.9125, relative_absolute_error: 0.2429, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.6812, scimark_benchmark: 941.8931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9205, build_cpu_time: 0.2795, build_memory: 734171316, f_measure: 0.9268, kappa: 0.7879, kb_relative_information_score: 303.3445, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9264, predictive_accuracy: 0.9275, prior_entropy: 0.7716, recall: 0.9275, relative_absolute_error: 0.2096, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.6353, scimark_benchmark: 890.4487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, build_cpu_time: 28.0879, build_memory: 110352052, f_measure: 0.9203, kappa: 0.7724, kb_relative_information_score: 261.2963, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9207, predictive_accuracy: 0.92, prior_entropy: 0.7716, recall: 0.92, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.5838, scimark_benchmark: 939.6491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, build_cpu_time: 13.7642, build_memory: 1354348075.2, f_measure: 0.9177, kappa: 0.7644, kb_relative_information_score: 262.1031, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9178, predictive_accuracy: 0.9175, prior_entropy: 0.7716, recall: 0.9175, relative_absolute_error: 0.3283, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.58, scimark_benchmark: 943.6957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, build_cpu_time: 6.7813, build_memory: 176023767.2, f_measure: 0.9303, kappa: 0.8009, kb_relative_information_score: 262.1866, mean_absolute_error: 0.1141, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9306, predictive_accuracy: 0.93, prior_entropy: 0.7716, recall: 0.93, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.5811, scimark_benchmark: 941.5509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, build_cpu_time: 4.6742, build_memory: 1615250725.6, f_measure: 0.922, kappa: 0.7751, kb_relative_information_score: 258.883, mean_absolute_error: 0.1162, 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: 0.3323, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.247, root_relative_squared_error: 0.5916, scimark_benchmark: 1234.8263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, build_cpu_time: 1.7905, build_memory: 104784240, f_measure: 0.917, kappa: 0.7606, kb_relative_information_score: 252.3707, mean_absolute_error: 0.1208, 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: 0.3456, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.6204, scimark_benchmark: 942.6348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, build_cpu_time: 0.0032, build_memory: 1380573146.4, f_measure: 0.7929, kappa: 0.3554, kb_relative_information_score: 120.8336, mean_absolute_error: 0.2363, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8293, predictive_accuracy: 0.8275, prior_entropy: 0.7716, recall: 0.8275, relative_absolute_error: 0.676, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.343, root_relative_squared_error: 0.8213, scimark_benchmark: 944.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, build_cpu_time: 0.0062, build_memory: 2442723061.6, f_measure: 0.8109, kappa: 0.4164, kb_relative_information_score: 118.6577, mean_absolute_error: 0.2391, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8284, predictive_accuracy: 0.835, prior_entropy: 0.7716, recall: 0.835, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.8146, scimark_benchmark: 944.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, build_cpu_time: 0.7815, build_memory: 1932178932, f_measure: 0.9116, kappa: 0.7441, kb_relative_information_score: 283.7136, mean_absolute_error: 0.089, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9111, predictive_accuracy: 0.9125, prior_entropy: 0.7716, recall: 0.9125, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.6638, scimark_benchmark: 942.9616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, build_cpu_time: 0.0081, build_memory: 67175483.2, f_measure: 0.8109, kappa: 0.4164, kb_relative_information_score: 121.3423, mean_absolute_error: 0.2387, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8284, predictive_accuracy: 0.835, prior_entropy: 0.7716, recall: 0.835, relative_absolute_error: 0.6829, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.8039, scimark_benchmark: 943.8359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, build_cpu_time: 0.013, build_memory: 192478434.4, f_measure: 0.8167, kappa: 0.4341, kb_relative_information_score: 122.8555, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8359, predictive_accuracy: 0.84, prior_entropy: 0.7716, recall: 0.84, relative_absolute_error: 0.6794, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.8026, scimark_benchmark: 1024.2267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, build_cpu_time: 0.023, build_memory: 724026481.6, f_measure: 0.8145, kappa: 0.4281, kb_relative_information_score: 121.7448, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8313, predictive_accuracy: 0.8375, prior_entropy: 0.7716, recall: 0.8375, relative_absolute_error: 0.6833, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.8032, scimark_benchmark: 915.2996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, build_cpu_time: 163.052, build_memory: 861126724, f_measure: 0.9268, kappa: 0.7879, kb_relative_information_score: 276.9359, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9264, predictive_accuracy: 0.9275, prior_entropy: 0.7716, recall: 0.9275, relative_absolute_error: 0.2877, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.5457, scimark_benchmark: 941.3226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, build_cpu_time: 81.8905, build_memory: 1832262800.8, f_measure: 0.9294, kappa: 0.7961, kb_relative_information_score: 277.2511, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9291, predictive_accuracy: 0.93, prior_entropy: 0.7716, recall: 0.93, relative_absolute_error: 0.2868, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.5448, scimark_benchmark: 935.9032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, build_cpu_time: 0.0066, build_memory: 197174604.8, f_measure: 0.9006, kappa: 0.7101, kb_relative_information_score: 257.8607, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9, predictive_accuracy: 0.9025, prior_entropy: 0.7716, recall: 0.9025, relative_absolute_error: 0.3289, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.632, scimark_benchmark: 942.5344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, build_cpu_time: 0.0149, build_memory: 25887450.4, f_measure: 0.9006, kappa: 0.7101, kb_relative_information_score: 257.8607, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9, predictive_accuracy: 0.9025, prior_entropy: 0.7716, recall: 0.9025, relative_absolute_error: 0.3289, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.632, scimark_benchmark: 935.6018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, build_cpu_time: 0.0713, build_memory: 154484685.6, f_measure: 0.9061, kappa: 0.7272, kb_relative_information_score: 260.3918, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9056, predictive_accuracy: 0.9075, prior_entropy: 0.7716, recall: 0.9075, relative_absolute_error: 0.3214, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.6378, scimark_benchmark: 933.3942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9592, build_cpu_time: 0.0256, build_memory: 847235995.2, f_measure: 0.8882, kappa: 0.6645, kb_relative_information_score: 198.0756, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8935, predictive_accuracy: 0.895, prior_entropy: 0.7716, recall: 0.895, relative_absolute_error: 0.5163, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.6669, scimark_benchmark: 905.0866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, build_cpu_time: 0.0707, build_memory: 253299932, f_measure: 0.9237, kappa: 0.7779, kb_relative_information_score: 249.8435, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9235, predictive_accuracy: 0.925, prior_entropy: 0.7716, recall: 0.925, relative_absolute_error: 0.3765, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5669, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, build_cpu_time: 0.1081, build_memory: 194607512, f_measure: 0.9237, kappa: 0.7779, kb_relative_information_score: 249.8435, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9235, predictive_accuracy: 0.925, prior_entropy: 0.7716, recall: 0.925, relative_absolute_error: 0.3765, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5669, scimark_benchmark: 943.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.1409, build_memory: 148551818.4, f_measure: 0.922, kappa: 0.7751, kb_relative_information_score: 256.6552, mean_absolute_error: 0.1242, 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: 0.3555, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.5757, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.1777, build_memory: 752162020, f_measure: 0.922, kappa: 0.7751, kb_relative_information_score: 256.6552, mean_absolute_error: 0.1242, 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: 0.3555, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.5757, scimark_benchmark: 937.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, build_cpu_time: 0.0057, build_memory: 1333804013.6, f_measure: 0.7793, kappa: 0.3586, kb_relative_information_score: 110.8423, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.7767, predictive_accuracy: 0.7825, prior_entropy: 0.7716, recall: 0.7825, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3923, root_relative_squared_error: 0.9394, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, build_cpu_time: 0.0037, build_memory: 695727192, f_measure: 0.7546, kappa: 0.2669, kb_relative_information_score: 107.231, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.7475, predictive_accuracy: 0.7675, prior_entropy: 0.7716, recall: 0.7675, relative_absolute_error: 0.6506, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.9473, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, build_cpu_time: 0.0018, build_memory: 961885465.6, f_measure: 0.7367, kappa: 0.1924, kb_relative_information_score: 107.0606, mean_absolute_error: 0.226, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.7284, predictive_accuracy: 0.765, prior_entropy: 0.7716, recall: 0.765, relative_absolute_error: 0.6466, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.9621, scimark_benchmark: 940.6012,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, build_cpu_time: 0.0003, build_memory: 226438830.4, 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: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, build_cpu_time: 0.0086, build_memory: 31882644.8, f_measure: 0.9015, kappa: 0.7148, kb_relative_information_score: 259.8849, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9009, predictive_accuracy: 0.9025, prior_entropy: 0.7716, recall: 0.9025, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2568, root_relative_squared_error: 0.6149, scimark_benchmark: 947.9978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, build_cpu_time: 0.0264, build_memory: 103981484.8, 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: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8464, build_cpu_time: 0.0123, build_memory: 379931832.8, f_measure: 0.9011, kappa: 0.7125, kb_relative_information_score: 271.7018, mean_absolute_error: 0.0975, 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: 0.279, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.7478, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.033, build_memory: 743639836, 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: 915.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, build_cpu_time: 0.0003, build_memory: 507884619.2, f_measure: 0.8669, kappa: 0.5904, kb_relative_information_score: 164.6731, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8946, predictive_accuracy: 0.8825, prior_entropy: 0.7716, recall: 0.8825, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6936, scimark_benchmark: 938.6628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, build_cpu_time: 0.0082, build_memory: 960981485.6, f_measure: 0.8484, kappa: 0.5678, kb_relative_information_score: 160.8331, mean_absolute_error: 0.2025, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8494, predictive_accuracy: 0.8475, prior_entropy: 0.7716, recall: 0.8475, relative_absolute_error: 0.5794, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.3468, root_relative_squared_error: 0.8305, scimark_benchmark: 938.6628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, build_cpu_time: 0.0353, build_memory: 1280151036.8, f_measure: 0.9108, kappa: 0.7399, kb_relative_information_score: 236.3419, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9104, predictive_accuracy: 0.9125, prior_entropy: 0.7716, recall: 0.9125, relative_absolute_error: 0.404, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.6057, scimark_benchmark: 942.4411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, build_cpu_time: 0.0003, build_memory: 321856193.6, 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: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, build_cpu_time: 0.0326, build_memory: 106745905.6, 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: 919.5281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, build_cpu_time: 0.3631, build_memory: 784297628, 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: 943.7855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, build_cpu_time: 0.8308, build_memory: 750431043.2, f_measure: 0.9294, kappa: 0.7961, kb_relative_information_score: 308.2972, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9291, predictive_accuracy: 0.93, prior_entropy: 0.7716, recall: 0.93, relative_absolute_error: 0.1983, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2578, root_relative_squared_error: 0.6173, scimark_benchmark: 919.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, build_cpu_time: 1.5304, build_memory: 3040302393.6, f_measure: 0.9268, kappa: 0.7879, kb_relative_information_score: 305.2357, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9264, predictive_accuracy: 0.9275, prior_entropy: 0.7716, recall: 0.9275, relative_absolute_error: 0.2054, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2659, root_relative_squared_error: 0.6368, scimark_benchmark: 939.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, build_cpu_time: 3.4348, build_memory: 1172418866.4, f_measure: 0.9294, kappa: 0.7961, kb_relative_information_score: 307.3454, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9291, predictive_accuracy: 0.93, prior_entropy: 0.7716, recall: 0.93, relative_absolute_error: 0.201, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2646, root_relative_squared_error: 0.6336, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, build_cpu_time: 0.0487, build_memory: 960247942.4, f_measure: 0.9002, kappa: 0.7078, kb_relative_information_score: 251.4861, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8998, predictive_accuracy: 0.9025, prior_entropy: 0.7716, recall: 0.9025, relative_absolute_error: 0.3535, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.6183, scimark_benchmark: 923.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, build_cpu_time: 0.0123, build_memory: 281916375.2, f_measure: 0.8669, kappa: 0.5904, kb_relative_information_score: 164.6731, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8946, predictive_accuracy: 0.8825, prior_entropy: 0.7716, recall: 0.8825, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6936, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, build_cpu_time: 0.0175, build_memory: 145821718.4, f_measure: 0.8669, kappa: 0.5904, kb_relative_information_score: 164.6731, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8946, predictive_accuracy: 0.8825, prior_entropy: 0.7716, recall: 0.8825, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6936, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, build_cpu_time: 0.0204, build_memory: 35995176, f_measure: 0.8669, kappa: 0.5904, kb_relative_information_score: 164.6731, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.8946, predictive_accuracy: 0.8825, prior_entropy: 0.7716, recall: 0.8825, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6936, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, build_cpu_time: 0.1461, build_memory: 552490770.4, 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: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, build_cpu_time: 0.076, build_memory: 805186444, 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: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, build_cpu_time: 0.0365, build_memory: 149926842.4, f_measure: 0.9112, kappa: 0.742, kb_relative_information_score: 285.4474, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9107, predictive_accuracy: 0.9125, prior_entropy: 0.7716, recall: 0.9125, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.7031, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, build_cpu_time: 0.0193, build_memory: 119931308, f_measure: 0.912, kappa: 0.7461, kb_relative_information_score: 286.6144, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.3495, number_of_instances: 400, precision: 0.9116, predictive_accuracy: 0.9125, prior_entropy: 0.7716, recall: 0.9125, relative_absolute_error: 0.2481, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.6867, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, build_cpu_time: 0.0091, build_memory: 963424044, f_measure: 0.9193, kappa: 0.7669, kb_relative_information_score: 292.2698, mean_absolute_error: 0.0826, 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: 0.2363, root_mean_prior_squared_error: 0.4176, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.66, scimark_benchmark: 943.4039,

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