Task
Supervised Classification on fri_c4_500_10

Supervised Classification on fri_c4_500_10

Task 3720 Supervised Classification fri_c4_500_10 553 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, build_cpu_time: 0.1276, build_memory: 2804717423.2, f_measure: 0.8759, kappa: 0.7489, kb_relative_information_score: 312.2376, mean_absolute_error: 0.1976, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8759, predictive_accuracy: 0.876, prior_entropy: 0.9922, recall: 0.876, relative_absolute_error: 0.3994, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.6169, scimark_benchmark: 934.7691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.953, build_cpu_time: 0.273, build_memory: 4079794103.2, f_measure: 0.8859, kappa: 0.7692, kb_relative_information_score: 316.1567, mean_absolute_error: 0.1948, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8859, predictive_accuracy: 0.886, prior_entropy: 0.9922, recall: 0.886, relative_absolute_error: 0.3938, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.296, root_relative_squared_error: 0.5953, scimark_benchmark: 929.6938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, build_cpu_time: 0.4595, build_memory: 116269679.2, f_measure: 0.8899, kappa: 0.7773, kb_relative_information_score: 319.2826, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8899, predictive_accuracy: 0.89, prior_entropy: 0.9922, recall: 0.89, relative_absolute_error: 0.3891, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5876, scimark_benchmark: 856.7495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, build_cpu_time: 0.4074, build_memory: 64066457.6, f_measure: 0.8899, kappa: 0.7773, kb_relative_information_score: 319.2826, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8899, predictive_accuracy: 0.89, prior_entropy: 0.9922, recall: 0.89, relative_absolute_error: 0.3891, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.5876, scimark_benchmark: 941.6771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, build_cpu_time: 0.8417, build_memory: 696660992, f_measure: 0.8858, kappa: 0.7688, kb_relative_information_score: 317.8483, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.886, predictive_accuracy: 0.886, prior_entropy: 0.9922, recall: 0.886, relative_absolute_error: 0.3909, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.5913, scimark_benchmark: 945.4033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, build_cpu_time: 4.4392, build_memory: 2038556361.6, f_measure: 0.8738, kappa: 0.7445, kb_relative_information_score: 303.1076, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8739, predictive_accuracy: 0.874, prior_entropy: 0.9922, recall: 0.874, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.594, scimark_benchmark: 930.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, build_cpu_time: 2.803, build_memory: 1359462980, f_measure: 0.8737, kappa: 0.7443, kb_relative_information_score: 303.1846, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.874, predictive_accuracy: 0.874, prior_entropy: 0.9922, recall: 0.874, relative_absolute_error: 0.4273, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2958, root_relative_squared_error: 0.5948, scimark_benchmark: 729.6904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, build_cpu_time: 0.2691, build_memory: 1766295547.2, f_measure: 0.8679, kappa: 0.7327, kb_relative_information_score: 366.7086, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8679, predictive_accuracy: 0.868, prior_entropy: 0.9922, recall: 0.868, relative_absolute_error: 0.2665, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.6849, scimark_benchmark: 941.5665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, build_cpu_time: 0.6031, build_memory: 488729862.4, f_measure: 0.8798, kappa: 0.7568, kb_relative_information_score: 381.548, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9922, recall: 0.88, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6563, scimark_benchmark: 942.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, build_cpu_time: 0.5601, build_memory: 614125352, f_measure: 0.8798, kappa: 0.7568, kb_relative_information_score: 381.548, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9922, recall: 0.88, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6563, scimark_benchmark: 941.4059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, build_cpu_time: 0.6035, build_memory: 809101952, f_measure: 0.8798, kappa: 0.7568, kb_relative_information_score: 381.548, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9922, recall: 0.88, relative_absolute_error: 0.2352, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6563, scimark_benchmark: 939.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, build_cpu_time: 1.3359, build_memory: 553217148.8, f_measure: 0.8939, kappa: 0.7854, kb_relative_information_score: 392.4611, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8939, predictive_accuracy: 0.894, prior_entropy: 0.9922, recall: 0.894, relative_absolute_error: 0.214, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.6292, scimark_benchmark: 928.3063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, build_cpu_time: 1.9057, build_memory: 1564185816, f_measure: 0.8918, kappa: 0.7811, kb_relative_information_score: 389.5493, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.892, predictive_accuracy: 0.892, prior_entropy: 0.9922, recall: 0.892, relative_absolute_error: 0.2198, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.6412, scimark_benchmark: 941.2105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, build_cpu_time: 5.0053, build_memory: 307475955.2, f_measure: 0.8799, kappa: 0.757, kb_relative_information_score: 378.6604, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9922, recall: 0.88, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3386, root_relative_squared_error: 0.6809, scimark_benchmark: 897.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, build_cpu_time: 34.7543, build_memory: 2424434713.6, f_measure: 0.8959, kappa: 0.7892, kb_relative_information_score: 328.926, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.896, predictive_accuracy: 0.896, prior_entropy: 0.9922, recall: 0.896, relative_absolute_error: 0.3692, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.56, scimark_benchmark: 845.9233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, build_cpu_time: 16.6011, build_memory: 289655729.6, f_measure: 0.8939, kappa: 0.7852, kb_relative_information_score: 331.0292, mean_absolute_error: 0.1805, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8939, predictive_accuracy: 0.894, prior_entropy: 0.9922, recall: 0.894, relative_absolute_error: 0.3649, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.5555, scimark_benchmark: 934.3289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, build_cpu_time: 8.0744, build_memory: 1563031635.2, f_measure: 0.8878, kappa: 0.7728, kb_relative_information_score: 327.8211, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.888, predictive_accuracy: 0.888, prior_entropy: 0.9922, recall: 0.888, relative_absolute_error: 0.3707, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.5646, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, build_cpu_time: 4.2222, build_memory: 810485011.2, f_measure: 0.8838, kappa: 0.7647, kb_relative_information_score: 326.0961, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.884, predictive_accuracy: 0.884, prior_entropy: 0.9922, recall: 0.884, relative_absolute_error: 0.3715, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2871, root_relative_squared_error: 0.5774, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, build_cpu_time: 2.116, build_memory: 2000432120, f_measure: 0.8737, kappa: 0.7443, kb_relative_information_score: 318.7746, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.874, predictive_accuracy: 0.874, prior_entropy: 0.9922, recall: 0.874, relative_absolute_error: 0.384, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2962, root_relative_squared_error: 0.5957, scimark_benchmark: 876.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, build_cpu_time: 0.0013, build_memory: 514804512, f_measure: 0.7108, kappa: 0.4188, kb_relative_information_score: 84.3317, mean_absolute_error: 0.4251, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.714, predictive_accuracy: 0.71, prior_entropy: 0.9922, recall: 0.71, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4469, root_relative_squared_error: 0.8986, scimark_benchmark: 813.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, build_cpu_time: 0.0033, build_memory: 937449657.6, f_measure: 0.7184, kappa: 0.432, kb_relative_information_score: 83.5915, mean_absolute_error: 0.4263, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7193, predictive_accuracy: 0.718, prior_entropy: 0.9922, recall: 0.718, relative_absolute_error: 0.8618, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.445, root_relative_squared_error: 0.8949, scimark_benchmark: 813.0234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, build_cpu_time: 0.0036, build_memory: 1401489840.8, f_measure: 0.7184, kappa: 0.432, kb_relative_information_score: 83.5915, mean_absolute_error: 0.4263, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7193, predictive_accuracy: 0.718, prior_entropy: 0.9922, recall: 0.718, relative_absolute_error: 0.8618, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.445, root_relative_squared_error: 0.8949, scimark_benchmark: 944.9147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8041, build_cpu_time: 0.0085, build_memory: 1898384514.4, f_measure: 0.7224, kappa: 0.44, kb_relative_information_score: 87.2513, mean_absolute_error: 0.4236, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7233, predictive_accuracy: 0.722, prior_entropy: 0.9922, recall: 0.722, relative_absolute_error: 0.8564, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4413, root_relative_squared_error: 0.8875, scimark_benchmark: 824.2652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, build_cpu_time: 0.0187, build_memory: 1159814195.2, f_measure: 0.7281, kappa: 0.4505, kb_relative_information_score: 86.1765, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7282, predictive_accuracy: 0.728, prior_entropy: 0.9922, recall: 0.728, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4415, root_relative_squared_error: 0.8877, scimark_benchmark: 941.3226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, build_cpu_time: 0.013, build_memory: 922465252, f_measure: 0.7281, kappa: 0.4505, kb_relative_information_score: 86.1765, mean_absolute_error: 0.4248, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7282, predictive_accuracy: 0.728, prior_entropy: 0.9922, recall: 0.728, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4415, root_relative_squared_error: 0.8877, scimark_benchmark: 939.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6769, build_cpu_time: 0.3077, build_memory: 114111376.8, f_measure: 0.6445, kappa: 0.2799, kb_relative_information_score: 79.1419, mean_absolute_error: 0.427, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.6479, predictive_accuracy: 0.65, prior_entropy: 0.9922, recall: 0.65, relative_absolute_error: 0.8632, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4762, root_relative_squared_error: 0.9576, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6769, build_cpu_time: 0.3638, build_memory: 147297604, f_measure: 0.6445, kappa: 0.2799, kb_relative_information_score: 79.1419, mean_absolute_error: 0.427, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.6479, predictive_accuracy: 0.65, prior_entropy: 0.9922, recall: 0.65, relative_absolute_error: 0.8632, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4762, root_relative_squared_error: 0.9576, scimark_benchmark: 942.7079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, build_cpu_time: 0.0244, build_memory: 1009078609.6, f_measure: 0.7217, kappa: 0.4367, kb_relative_information_score: 85.4508, mean_absolute_error: 0.4251, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7215, predictive_accuracy: 0.722, prior_entropy: 0.9922, recall: 0.722, relative_absolute_error: 0.8594, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4426, root_relative_squared_error: 0.8901, scimark_benchmark: 943.0515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, build_cpu_time: 126.052, build_memory: 111192270.4, f_measure: 0.904, kappa: 0.8059, kb_relative_information_score: 364.2584, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.904, predictive_accuracy: 0.904, prior_entropy: 0.9922, recall: 0.904, relative_absolute_error: 0.2928, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.5064, scimark_benchmark: 941.6742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, build_cpu_time: 52.6388, build_memory: 3281098293.6, f_measure: 0.9081, kappa: 0.8143, kb_relative_information_score: 365.6462, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.9083, predictive_accuracy: 0.908, prior_entropy: 0.9922, recall: 0.908, relative_absolute_error: 0.2898, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.5054, scimark_benchmark: 943.0945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, build_cpu_time: 0.0076, build_memory: 74076511.2, f_measure: 0.6589, kappa: 0.318, kb_relative_information_score: 86.6475, mean_absolute_error: 0.4178, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.6655, predictive_accuracy: 0.658, prior_entropy: 0.9922, recall: 0.658, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4837, root_relative_squared_error: 0.9727, scimark_benchmark: 929.0695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, build_cpu_time: 0.0076, build_memory: 88227966.4, f_measure: 0.6589, kappa: 0.318, kb_relative_information_score: 86.6475, mean_absolute_error: 0.4178, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.6655, predictive_accuracy: 0.658, prior_entropy: 0.9922, recall: 0.658, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4837, root_relative_squared_error: 0.9727, scimark_benchmark: 922.0796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, build_cpu_time: 0.1737, build_memory: 666047048.8, f_measure: 0.6569, kappa: 0.3137, kb_relative_information_score: 86.5543, mean_absolute_error: 0.418, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.6631, predictive_accuracy: 0.656, prior_entropy: 0.9922, recall: 0.656, relative_absolute_error: 0.8451, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4825, root_relative_squared_error: 0.9703, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, build_cpu_time: 0.1394, build_memory: 787505983.2, f_measure: 0.6569, kappa: 0.3137, kb_relative_information_score: 86.5543, mean_absolute_error: 0.418, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.6631, predictive_accuracy: 0.656, prior_entropy: 0.9922, recall: 0.656, relative_absolute_error: 0.8451, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4825, root_relative_squared_error: 0.9703, scimark_benchmark: 939.6798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, build_cpu_time: 0.4507, build_memory: 621302417.6, f_measure: 0.8942, kappa: 0.7865, kb_relative_information_score: 268.9703, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8949, predictive_accuracy: 0.894, prior_entropy: 0.9922, recall: 0.894, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3075, root_relative_squared_error: 0.6183, scimark_benchmark: 932.7461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, build_cpu_time: 0.4595, build_memory: 849805501.6, f_measure: 0.8942, kappa: 0.7865, kb_relative_information_score: 268.9703, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8949, predictive_accuracy: 0.894, prior_entropy: 0.9922, recall: 0.894, relative_absolute_error: 0.5098, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3075, root_relative_squared_error: 0.6183, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, build_cpu_time: 0.0437, build_memory: 229081406.4, f_measure: 0.7684, kappa: 0.5329, kb_relative_information_score: 230.9352, mean_absolute_error: 0.2746, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7694, predictive_accuracy: 0.768, prior_entropy: 0.9922, recall: 0.768, relative_absolute_error: 0.5551, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3949, root_relative_squared_error: 0.7941, scimark_benchmark: 943.2191,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, build_cpu_time: 0.6647, build_memory: 1877939269.6, f_measure: 0.8799, kappa: 0.7572, kb_relative_information_score: 377.7744, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9922, recall: 0.88, relative_absolute_error: 0.2448, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.6609, scimark_benchmark: 932.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, build_cpu_time: 1.218, build_memory: 879239371.2, f_measure: 0.8939, kappa: 0.7854, kb_relative_information_score: 393.3622, mean_absolute_error: 0.105, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8939, predictive_accuracy: 0.894, prior_entropy: 0.9922, recall: 0.894, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.316, root_relative_squared_error: 0.6355, scimark_benchmark: 940.9619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, build_cpu_time: 2.3714, build_memory: 1695500409.6, f_measure: 0.8859, kappa: 0.769, kb_relative_information_score: 386.9493, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8859, predictive_accuracy: 0.886, prior_entropy: 0.9922, recall: 0.886, relative_absolute_error: 0.2241, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.661, scimark_benchmark: 919.1717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, build_cpu_time: 0.3142, build_memory: 24229388.8, f_measure: 0.8821, kappa: 0.7619, kb_relative_information_score: 355.731, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8824, predictive_accuracy: 0.882, prior_entropy: 0.9922, recall: 0.882, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.577, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, build_cpu_time: 0.0277, build_memory: 1419455947.2, f_measure: 0.7697, kappa: 0.534, kb_relative_information_score: 265.4982, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7696, predictive_accuracy: 0.77, prior_entropy: 0.9922, recall: 0.77, relative_absolute_error: 0.4674, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4785, root_relative_squared_error: 0.9623, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, build_cpu_time: 0.0366, build_memory: 626383669.6, f_measure: 0.7697, kappa: 0.534, kb_relative_information_score: 265.4982, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.7696, predictive_accuracy: 0.77, prior_entropy: 0.9922, recall: 0.77, relative_absolute_error: 0.4674, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.4785, root_relative_squared_error: 0.9623, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, build_cpu_time: 2.022, build_memory: 2761454400, f_measure: 0.8817, kappa: 0.7605, kb_relative_information_score: 379.6005, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8821, predictive_accuracy: 0.882, prior_entropy: 0.9922, recall: 0.882, relative_absolute_error: 0.2397, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.6904, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, build_cpu_time: 0.9965, build_memory: 1732716874.4, f_measure: 0.8938, kappa: 0.7849, kb_relative_information_score: 391.5551, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8941, predictive_accuracy: 0.894, prior_entropy: 0.9922, recall: 0.894, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.6523, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, build_cpu_time: 0.47, build_memory: 126642124.8, f_measure: 0.8878, kappa: 0.773, kb_relative_information_score: 385.1526, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 0.9922, recall: 0.888, relative_absolute_error: 0.2288, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6678, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, build_cpu_time: 0.1214, build_memory: 1262346746.4, f_measure: 0.8719, kappa: 0.741, kb_relative_information_score: 372.7905, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8719, predictive_accuracy: 0.872, prior_entropy: 0.9922, recall: 0.872, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6837, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, build_cpu_time: 0.2098, build_memory: 403971447.2, f_measure: 0.8657, kappa: 0.728, kb_relative_information_score: 361.4571, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.866, predictive_accuracy: 0.866, prior_entropy: 0.9922, recall: 0.866, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.6784, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, build_cpu_time: 0.421, build_memory: 611954692, f_measure: 0.8736, kappa: 0.7438, kb_relative_information_score: 368.646, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8743, predictive_accuracy: 0.874, prior_entropy: 0.9922, recall: 0.874, relative_absolute_error: 0.2627, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3376, root_relative_squared_error: 0.6789, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, build_cpu_time: 0.6592, build_memory: 298752942.4, f_measure: 0.8799, kappa: 0.7572, kb_relative_information_score: 376.0231, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9922, recall: 0.88, relative_absolute_error: 0.2472, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.675, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, build_cpu_time: 1.0645, build_memory: 691612775.2, f_measure: 0.8838, kappa: 0.7649, kb_relative_information_score: 379.0937, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8839, predictive_accuracy: 0.884, prior_entropy: 0.9922, recall: 0.884, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3316, root_relative_squared_error: 0.6668, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, build_cpu_time: 1.5358, build_memory: 721134764.8, f_measure: 0.8798, kappa: 0.7566, kb_relative_information_score: 377.5525, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.88, predictive_accuracy: 0.88, prior_entropy: 0.9922, recall: 0.88, relative_absolute_error: 0.244, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.6731, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, build_cpu_time: 6.9247, build_memory: 1177096662.4, f_measure: 0.89, kappa: 0.7775, kb_relative_information_score: 390.1046, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.89, predictive_accuracy: 0.89, prior_entropy: 0.9922, recall: 0.89, relative_absolute_error: 0.2182, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.325, root_relative_squared_error: 0.6536, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, build_cpu_time: 1.8364, build_memory: 188580984, f_measure: 0.884, kappa: 0.7657, kb_relative_information_score: 381.1259, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8841, predictive_accuracy: 0.884, prior_entropy: 0.9922, recall: 0.884, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.6533, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, build_cpu_time: 0.9194, build_memory: 237477817.6, f_measure: 0.882, kappa: 0.7613, kb_relative_information_score: 378.3751, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.882, predictive_accuracy: 0.882, prior_entropy: 0.9922, recall: 0.882, relative_absolute_error: 0.2434, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.6482, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, build_cpu_time: 0.4514, build_memory: 379449067.2, f_measure: 0.874, kappa: 0.7451, kb_relative_information_score: 364.0407, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.874, predictive_accuracy: 0.874, prior_entropy: 0.9922, recall: 0.874, relative_absolute_error: 0.2734, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.6649, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, build_cpu_time: 2.8408, build_memory: 136974742.4, f_measure: 0.8738, kappa: 0.7445, kb_relative_information_score: 373.7982, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8739, predictive_accuracy: 0.874, prior_entropy: 0.9922, recall: 0.874, relative_absolute_error: 0.2512, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3318, root_relative_squared_error: 0.6672, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, build_cpu_time: 5.8256, build_memory: 780044500.8, f_measure: 0.8755, kappa: 0.7478, kb_relative_information_score: 375.297, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.8765, predictive_accuracy: 0.876, prior_entropy: 0.9922, recall: 0.876, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.34, root_relative_squared_error: 0.6837, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, build_cpu_time: 12.4439, build_memory: 105277446.4, f_measure: 0.9139, kappa: 0.8258, kb_relative_information_score: 410.5543, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.914, predictive_accuracy: 0.914, prior_entropy: 0.9922, recall: 0.914, relative_absolute_error: 0.1788, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.5851, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, build_cpu_time: 26.7832, build_memory: 1223882360.8, f_measure: 0.9138, kappa: 0.8253, kb_relative_information_score: 411.3868, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.9144, predictive_accuracy: 0.914, prior_entropy: 0.9922, recall: 0.914, relative_absolute_error: 0.1767, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.588, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, build_cpu_time: 50.216, build_memory: 1440021575.2, f_measure: 0.8999, kappa: 0.7973, kb_relative_information_score: 399.0601, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.4946, number_of_instances: 500, precision: 0.9, predictive_accuracy: 0.9, prior_entropy: 0.9922, recall: 0.9, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.4973, root_mean_squared_error: 0.3139, root_relative_squared_error: 0.6311, scimark_benchmark: 947.7459,

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