OpenML
Supervised Classification on cm1_req

Supervised Classification on cm1_req

Task 3906 Supervised Classification cm1_req 494 runs submitted
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  • study_1 study_107 study_123 study_41 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5634, build_cpu_time: 0.0102, build_memory: 1081247251.1461, f_measure: 0.7454, kappa: 0.2159, kb_relative_information_score: 7.4809, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7404, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.8732, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4184, root_relative_squared_error: 1.0023, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5634, build_cpu_time: 0.0122, build_memory: 230944901.573, f_measure: 0.7454, kappa: 0.2159, kb_relative_information_score: 7.4809, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7404, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.8732, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4184, root_relative_squared_error: 1.0023, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4786, build_cpu_time: 0.4796, build_memory: 281365875.3258, f_measure: 0.72, kappa: 0.1374, kb_relative_information_score: 1.043, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7082, predictive_accuracy: 0.7528, prior_entropy: 0.7794, recall: 0.7528, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4773, root_relative_squared_error: 1.1433, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4797, build_cpu_time: 0.2683, build_memory: 629820893.1236, f_measure: 0.72, kappa: 0.1374, kb_relative_information_score: 0.9983, mean_absolute_error: 0.3247, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7082, predictive_accuracy: 0.7528, prior_entropy: 0.7794, recall: 0.7528, relative_absolute_error: 0.9232, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4772, root_relative_squared_error: 1.1432, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4804, build_cpu_time: 0.0954, build_memory: 107468539.8652, f_measure: 0.6945, kappa: 0.059, kb_relative_information_score: 0.6327, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6759, predictive_accuracy: 0.7303, prior_entropy: 0.7794, recall: 0.7303, relative_absolute_error: 0.926, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4777, root_relative_squared_error: 1.1442, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4964, build_cpu_time: 0.0207, build_memory: 290706198.4719, f_measure: 0.6945, kappa: 0.059, kb_relative_information_score: 0.029, mean_absolute_error: 0.3305, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6759, predictive_accuracy: 0.7303, prior_entropy: 0.7794, recall: 0.7303, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4475, root_relative_squared_error: 1.072, scimark_benchmark: 933.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, build_cpu_time: 0.0748, build_memory: 1008997141.0337, f_measure: 0.737, kappa: 0.194, kb_relative_information_score: 4.3276, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7283, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.8757, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4267, root_relative_squared_error: 1.0221, scimark_benchmark: 939.7798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5913, build_cpu_time: 0.0744, build_memory: 609410512.7191, f_measure: 0.737, kappa: 0.194, kb_relative_information_score: 4.1629, mean_absolute_error: 0.309, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7283, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.8783, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4284, root_relative_squared_error: 1.0263, scimark_benchmark: 931.8628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5558, build_cpu_time: 0.0286, build_memory: 845715655.1011, f_measure: 0.728, kappa: 0.1585, kb_relative_information_score: 2.2817, mean_absolute_error: 0.3166, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7201, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.9001, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4368, root_relative_squared_error: 1.0465, scimark_benchmark: 930.7694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5659, build_cpu_time: 0.0174, build_memory: 1069066554.5169, f_measure: 0.7709, kappa: 0.2943, kb_relative_information_score: 6.1037, mean_absolute_error: 0.3081, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7727, predictive_accuracy: 0.7978, prior_entropy: 0.7794, recall: 0.7978, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.435, root_relative_squared_error: 1.0421, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3547, build_cpu_time: 0.0052, build_memory: 48237816, f_measure: 0.6771, kb_relative_information_score: -5.0734, mean_absolute_error: 0.3563, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 1.0127, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.426, root_relative_squared_error: 1.0206, scimark_benchmark: 919.5281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5185, build_cpu_time: 0.027, build_memory: 669113747.0562, f_measure: 0.7712, kappa: 0.2873, kb_relative_information_score: 0.2984, mean_absolute_error: 0.326, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.794, predictive_accuracy: 0.809, prior_entropy: 0.7794, recall: 0.809, relative_absolute_error: 0.9267, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4252, root_relative_squared_error: 1.0185, scimark_benchmark: 875.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5333, build_cpu_time: 0.0009, build_memory: 1012916875.8652, f_measure: 0.712, kappa: 0.0992, kb_relative_information_score: 3.5987, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7235, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.9506, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4188, root_relative_squared_error: 1.0033, scimark_benchmark: 938.6628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5159, build_cpu_time: 0.0003, build_memory: 446275568, f_measure: 0.7097, kappa: 0.0985, kb_relative_information_score: 2.6814, mean_absolute_error: 0.3204, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6968, predictive_accuracy: 0.7528, prior_entropy: 0.7794, recall: 0.7528, relative_absolute_error: 0.9109, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4658, root_relative_squared_error: 1.1158, scimark_benchmark: 915.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.0078, build_memory: 127994654.2022, f_measure: 0.6771, kb_relative_information_score: 23.7981, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.6388, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.474, root_relative_squared_error: 1.1356, scimark_benchmark: 906.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4928, build_cpu_time: 0.0064, build_memory: 310720471.191, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 20.598, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4858, root_relative_squared_error: 1.1636, scimark_benchmark: 920.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.521, build_cpu_time: 0.0052, build_memory: 476945408, f_measure: 0.6976, kappa: 0.0559, kb_relative_information_score: 17.398, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6821, predictive_accuracy: 0.7528, prior_entropy: 0.7794, recall: 0.7528, relative_absolute_error: 0.7027, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4972, root_relative_squared_error: 1.191, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5598, build_cpu_time: 0.0016, build_memory: 121242523.7753, f_measure: 0.7021, kappa: 0.0783, kb_relative_information_score: 5.7255, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6854, predictive_accuracy: 0.7416, prior_entropy: 0.7794, recall: 0.7416, relative_absolute_error: 0.8791, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4425, root_relative_squared_error: 1.06, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4649, build_cpu_time: 0.0009, build_memory: 142143310.2921, f_measure: 0.6869, kappa: 0.0405, kb_relative_information_score: -18.6518, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6676, predictive_accuracy: 0.7191, prior_entropy: 0.7794, recall: 0.7191, relative_absolute_error: 1.0788, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.158, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5351, build_cpu_time: 0.0025, build_memory: 616292558.0225, f_measure: 0.6771, kb_relative_information_score: -1.7902, mean_absolute_error: 0.3447, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.416, root_relative_squared_error: 0.9966, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5351, build_cpu_time: 0.0037, build_memory: 795523569.5281, f_measure: 0.6771, kb_relative_information_score: -1.7902, mean_absolute_error: 0.3447, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.416, root_relative_squared_error: 0.9966, scimark_benchmark: 933.0871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5351, build_cpu_time: 0.0044, build_memory: 998811544, f_measure: 0.6771, kb_relative_information_score: -1.7902, mean_absolute_error: 0.3447, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.416, root_relative_squared_error: 0.9966, scimark_benchmark: 943.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, build_cpu_time: 0.0008, build_memory: 526184904, f_measure: 0.6771, kb_relative_information_score: 0.7043, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.9999, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, build_cpu_time: 0.001, build_memory: 354803368, f_measure: 0.6771, kb_relative_information_score: 0.7043, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.9999, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, build_cpu_time: 0.0008, build_memory: 815922256, f_measure: 0.6771, kb_relative_information_score: 0.7043, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.9999, scimark_benchmark: 945.6567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, build_cpu_time: 0.0008, build_memory: 501670304, f_measure: 0.6771, kb_relative_information_score: 0.7043, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.9999, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, build_cpu_time: 0.0006, build_memory: 1028057752, f_measure: 0.6771, kb_relative_information_score: 0.7043, mean_absolute_error: 0.3485, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4174, root_relative_squared_error: 0.9999, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4935, build_cpu_time: 0.0002, build_memory: 89146344, f_measure: 0.6771, kb_relative_information_score: -0.32, mean_absolute_error: 0.3522, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 1.0011, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4175, root_relative_squared_error: 1.0001, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4649, build_cpu_time: 0.0005, build_memory: 665693776, f_measure: 0.6869, kappa: 0.0405, kb_relative_information_score: -18.6518, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6676, predictive_accuracy: 0.7191, prior_entropy: 0.7794, recall: 0.7191, relative_absolute_error: 1.0788, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.158, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4649, build_cpu_time: 0.0003, build_memory: 393117556.8539, f_measure: 0.6869, kappa: 0.0405, kb_relative_information_score: -18.6518, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6676, predictive_accuracy: 0.7191, prior_entropy: 0.7794, recall: 0.7191, relative_absolute_error: 1.0788, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.158, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4649, build_cpu_time: 0.0002, build_memory: 240875049.9775, f_measure: 0.6869, kappa: 0.0405, kb_relative_information_score: -18.6518, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6676, predictive_accuracy: 0.7191, prior_entropy: 0.7794, recall: 0.7191, relative_absolute_error: 1.0788, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.158, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6493, build_cpu_time: 0.0638, build_memory: 1238094431.9101, f_measure: 0.72, kappa: 0.1374, kb_relative_information_score: 14.8145, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7082, predictive_accuracy: 0.7528, prior_entropy: 0.7794, recall: 0.7528, relative_absolute_error: 0.7219, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.0713, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6493, build_cpu_time: 0.0517, build_memory: 571498813.4831, f_measure: 0.72, kappa: 0.1374, kb_relative_information_score: 14.8145, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7082, predictive_accuracy: 0.7528, prior_entropy: 0.7794, recall: 0.7528, relative_absolute_error: 0.7219, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.0713, scimark_benchmark: 935.5532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5319, build_cpu_time: 0.0467, build_memory: 699387053.2135, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 15.9851, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4712, root_relative_squared_error: 1.1288, scimark_benchmark: 929.8923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5243, build_cpu_time: 0.0937, build_memory: 731169358.2022, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 17.473, mean_absolute_error: 0.2478, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.7043, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.471, root_relative_squared_error: 1.1283, scimark_benchmark: 929.8923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, build_cpu_time: 0.1898, build_memory: 1835200238.5618, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 17.4821, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.7027, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.469, root_relative_squared_error: 1.1234, scimark_benchmark: 939.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5225, build_cpu_time: 0.1744, build_memory: 632339037.3933, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 17.4821, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.7027, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.469, root_relative_squared_error: 1.1234, scimark_benchmark: 935.7354,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, build_cpu_time: 7.9864, build_memory: 152059942.2022, f_measure: 0.7021, kappa: 0.0783, kb_relative_information_score: -9.2339, mean_absolute_error: 0.359, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6854, predictive_accuracy: 0.7416, prior_entropy: 0.7794, recall: 0.7416, relative_absolute_error: 1.0205, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4192, root_relative_squared_error: 1.0042, scimark_benchmark: 941.4059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.583, build_cpu_time: 13.248, build_memory: 2963896005.9326, f_measure: 0.7097, kappa: 0.0985, kb_relative_information_score: -8.9137, mean_absolute_error: 0.3573, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6968, predictive_accuracy: 0.7528, prior_entropy: 0.7794, recall: 0.7528, relative_absolute_error: 1.0158, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.418, root_relative_squared_error: 1.0012, scimark_benchmark: 940.9202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5906, build_cpu_time: 0.2711, build_memory: 483829463.0112, f_measure: 0.7621, kappa: 0.2708, kb_relative_information_score: 23.9653, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7587, predictive_accuracy: 0.7865, prior_entropy: 0.7794, recall: 0.7865, relative_absolute_error: 0.6316, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4521, root_relative_squared_error: 1.0831, scimark_benchmark: 936.9135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5964, build_cpu_time: 0.1323, build_memory: 1451203254.4719, f_measure: 0.778, kappa: 0.3235, kb_relative_information_score: 27.2999, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7755, predictive_accuracy: 0.7978, prior_entropy: 0.7794, recall: 0.7978, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4412, root_relative_squared_error: 1.057, scimark_benchmark: 938.2803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5924, build_cpu_time: 0.073, build_memory: 337296544.6292, f_measure: 0.7454, kappa: 0.2159, kb_relative_information_score: 22.471, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7404, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.6498, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4648, root_relative_squared_error: 1.1134, scimark_benchmark: 943.8925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, build_cpu_time: 0.12, build_memory: 35385893.3034, f_measure: 0.7621, kappa: 0.2708, kb_relative_information_score: 23.8045, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7587, predictive_accuracy: 0.7865, prior_entropy: 0.7794, recall: 0.7865, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4592, root_relative_squared_error: 1.1, scimark_benchmark: 945.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, build_cpu_time: 0.0639, build_memory: 36347513.0787, f_measure: 0.7621, kappa: 0.2708, kb_relative_information_score: 23.8045, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7587, predictive_accuracy: 0.7865, prior_entropy: 0.7794, recall: 0.7865, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4592, root_relative_squared_error: 1.1, scimark_benchmark: 946.7854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5982, build_cpu_time: 0.0181, build_memory: 451565129.9775, f_measure: 0.728, kappa: 0.1585, kb_relative_information_score: 20.5637, mean_absolute_error: 0.2365, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7201, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.6722, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4693, root_relative_squared_error: 1.1242, scimark_benchmark: 942.0655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5652, build_cpu_time: 0.0601, build_memory: 3384991479.2809, f_measure: 0.7029, kappa: 0.0755, kb_relative_information_score: 2.8961, mean_absolute_error: 0.3283, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.8326, predictive_accuracy: 0.7865, prior_entropy: 0.7794, recall: 0.7865, relative_absolute_error: 0.9334, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4111, root_relative_squared_error: 0.9848, scimark_benchmark: 943.5371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5283, f_measure: 0.7048, kappa: 0.077, kb_relative_information_score: 20.598, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.699, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4858, root_relative_squared_error: 1.1636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5283, f_measure: 0.7048, kappa: 0.077, kb_relative_information_score: 20.598, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.699, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.6708, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4858, root_relative_squared_error: 1.1636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, build_cpu_time: 0.1718, build_memory: 300171443.4157, f_measure: 0.7193, kappa: 0.1225, kb_relative_information_score: 2.6345, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.7628, predictive_accuracy: 0.7865, prior_entropy: 0.7794, recall: 0.7865, relative_absolute_error: 0.9399, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4096, root_relative_squared_error: 0.9813, scimark_benchmark: 903.4938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5355, build_cpu_time: 0.1401, build_memory: 32892932.4944, f_measure: 0.7267, kappa: 0.147, kb_relative_information_score: 0.8887, mean_absolute_error: 0.3338, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.8396, predictive_accuracy: 0.7978, prior_entropy: 0.7794, recall: 0.7978, relative_absolute_error: 0.9488, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.412, root_relative_squared_error: 0.9869, scimark_benchmark: 937.8115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5341, build_cpu_time: 0.0286, build_memory: 1074276027.1461, f_measure: 0.6771, kb_relative_information_score: 0.8365, mean_absolute_error: 0.3318, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.6011, predictive_accuracy: 0.7753, prior_entropy: 0.7794, recall: 0.7753, relative_absolute_error: 0.9433, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.993, scimark_benchmark: 936.0291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5478, build_cpu_time: 0.0217, build_memory: 2742924641.618, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 1.2008, mean_absolute_error: 0.3307, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.9401, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.9909, scimark_benchmark: 945.1076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, build_cpu_time: 0.0099, build_memory: 1026942974.1124, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 3.0445, mean_absolute_error: 0.3261, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.9271, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4139, root_relative_squared_error: 0.9916, scimark_benchmark: 945.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.6716, kappa: -0.0219, kb_relative_information_score: 3.0445, mean_absolute_error: 0.3261, mean_prior_absolute_error: 0.3518, number_of_instances: 89, precision: 0.5991, predictive_accuracy: 0.764, prior_entropy: 0.7794, recall: 0.764, relative_absolute_error: 0.9271, root_mean_prior_squared_error: 0.4174, root_mean_squared_error: 0.4139, root_relative_squared_error: 0.9916,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs