OpenML
Supervised Classification on vehicle

Supervised Classification on vehicle

Task 3857 Supervised Classification vehicle 599 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: 0.9556, build_cpu_time: 0.1335, build_memory: 67438634.4492, f_measure: 0.9648, kappa: 0.9087, kb_relative_information_score: 756.5125, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9654, predictive_accuracy: 0.9645, prior_entropy: 0.8241, recall: 0.9645, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.43, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, build_cpu_time: 3.8505, build_memory: 1077896850.3641, f_measure: 0.9894, kappa: 0.9722, kb_relative_information_score: 818.8663, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.8241, recall: 0.9894, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1032, root_relative_squared_error: 0.236, scimark_benchmark: 923.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, build_cpu_time: 1.9996, build_memory: 2412487714.714, f_measure: 0.9882, kappa: 0.9691, kb_relative_information_score: 814.3859, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.8241, recall: 0.9882, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.251, scimark_benchmark: 946.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, build_cpu_time: 1.0385, build_memory: 2618360489.1253, f_measure: 0.9882, kappa: 0.9692, kb_relative_information_score: 815.5185, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.8241, recall: 0.9882, relative_absolute_error: 0.032, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.2428, scimark_benchmark: 930.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, build_cpu_time: 0.5769, build_memory: 2166820953.2199, f_measure: 0.9823, kappa: 0.9537, kb_relative_information_score: 798.9035, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9823, predictive_accuracy: 0.9823, prior_entropy: 0.8241, recall: 0.9823, relative_absolute_error: 0.0489, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1262, root_relative_squared_error: 0.2885, scimark_benchmark: 908.7121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.2376, build_memory: 146065616.4823, f_measure: 0.1056, kb_relative_information_score: -971.7066, mean_absolute_error: 0.7423, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.0664, predictive_accuracy: 0.2577, prior_entropy: 0.8241, recall: 0.2577, relative_absolute_error: 1.939, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.8616, root_relative_squared_error: 1.97, scimark_benchmark: 902.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, build_cpu_time: 0.6434, build_memory: 2388959540.3877, f_measure: 0.9858, kappa: 0.9627, kb_relative_information_score: 813.4325, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9858, predictive_accuracy: 0.9858, prior_entropy: 0.8241, recall: 0.9858, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1031, root_relative_squared_error: 0.2358, scimark_benchmark: 909.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, build_cpu_time: 0.0217, build_memory: 482131415.2624, f_measure: 0.9659, kappa: 0.9113, kb_relative_information_score: 733.2544, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.8241, recall: 0.9657, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.3831, scimark_benchmark: 933.1799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, build_cpu_time: 0.1891, build_memory: 417757039.0165, f_measure: 0.9858, kappa: 0.9629, kb_relative_information_score: 747.4117, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9858, predictive_accuracy: 0.9858, prior_entropy: 0.8241, recall: 0.9858, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2766, scimark_benchmark: 945.8601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.064, build_memory: 155114995.6785, f_measure: 0.9551, kappa: 0.8829, kb_relative_information_score: 713.0746, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9552, predictive_accuracy: 0.9551, prior_entropy: 0.8241, recall: 0.9551, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4802, scimark_benchmark: 906.4221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, build_cpu_time: 0.0001, build_memory: 166826299.8676, f_measure: 0.9648, kappa: 0.9087, kb_relative_information_score: 756.5125, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9654, predictive_accuracy: 0.9645, prior_entropy: 0.8241, recall: 0.9645, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.43, scimark_benchmark: 936.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.2734, build_memory: 563755327.2435, f_measure: 0.6325, kb_relative_information_score: 214.4296, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.551, predictive_accuracy: 0.7423, prior_entropy: 0.8241, recall: 0.7423, relative_absolute_error: 0.6731, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.5076, root_relative_squared_error: 1.1607, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, build_cpu_time: 0.0311, build_memory: 541946014.6099, f_measure: 0.9293, kappa: 0.8129, kb_relative_information_score: 674.4191, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9293, predictive_accuracy: 0.9303, prior_entropy: 0.8241, recall: 0.9303, relative_absolute_error: 0.1822, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.6038, scimark_benchmark: 936.7073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, build_cpu_time: 0.0951, build_memory: 380350693.4941, f_measure: 0.9489, kappa: 0.8657, kb_relative_information_score: 720.7073, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9488, predictive_accuracy: 0.9492, prior_entropy: 0.8241, recall: 0.9492, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.5155, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, build_cpu_time: 0.0385, build_memory: 66777574.1277, f_measure: 0.9693, kappa: 0.9197, kb_relative_information_score: 743.8592, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9693, predictive_accuracy: 0.9693, prior_entropy: 0.8241, recall: 0.9693, relative_absolute_error: 0.1184, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3718, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, build_cpu_time: 0.0036, build_memory: 940218877.078, f_measure: 0.7946, kappa: 0.4507, kb_relative_information_score: 305.5034, mean_absolute_error: 0.2259, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.7919, predictive_accuracy: 0.8002, prior_entropy: 0.8241, recall: 0.8002, relative_absolute_error: 0.5902, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.3764, root_relative_squared_error: 0.8607, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, build_cpu_time: 0.0672, build_memory: 1092080254.4019, f_measure: 0.9716, kappa: 0.9256, kb_relative_information_score: 707.0424, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.8241, recall: 0.9716, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.3575, scimark_benchmark: 920.6941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, build_cpu_time: 0.0462, build_memory: 741481062.5059, f_measure: 0.9716, kappa: 0.9256, kb_relative_information_score: 707.0424, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9716, predictive_accuracy: 0.9716, prior_entropy: 0.8241, recall: 0.9716, relative_absolute_error: 0.1771, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.3575, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, build_cpu_time: 0.052, build_memory: 213428783.3002, f_measure: 0.9195, kappa: 0.7893, kb_relative_information_score: 549.025, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9194, predictive_accuracy: 0.9196, prior_entropy: 0.8241, recall: 0.9196, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.5571, scimark_benchmark: 945.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, build_cpu_time: 0.0393, build_memory: 68528302.0236, f_measure: 0.9195, kappa: 0.7893, kb_relative_information_score: 549.025, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9194, predictive_accuracy: 0.9196, prior_entropy: 0.8241, recall: 0.9196, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.5571, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, build_cpu_time: 0.0035, build_memory: 771131313.3617, f_measure: 0.7803, kappa: 0.4089, kb_relative_information_score: 327.2572, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.7771, predictive_accuracy: 0.7884, prior_entropy: 0.8241, recall: 0.7884, relative_absolute_error: 0.5527, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.46, root_relative_squared_error: 1.0517, scimark_benchmark: 927.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, build_cpu_time: 0.0168, build_memory: 355995725.9953, f_measure: 0.9634, kappa: 0.9044, kb_relative_information_score: 742.6779, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.8241, recall: 0.9634, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.4323, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, build_cpu_time: 0.0191, build_memory: 744424936.9645, f_measure: 0.9634, kappa: 0.9044, kb_relative_information_score: 742.6779, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.8241, recall: 0.9634, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.4323, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, build_cpu_time: 0.0176, build_memory: 178838476.1797, f_measure: 0.9634, kappa: 0.9044, kb_relative_information_score: 742.6779, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.8241, recall: 0.9634, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.4323, scimark_benchmark: 922.2602,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, build_cpu_time: 0.012, build_memory: 314380218.0426, f_measure: 0.9634, kappa: 0.9044, kb_relative_information_score: 742.6779, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.8241, recall: 0.9634, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.4323, scimark_benchmark: 949.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6169, build_cpu_time: 0.0003, build_memory: 91241606.3262, f_measure: 0.6684, kappa: 0.2041, kb_relative_information_score: -8.3325, mean_absolute_error: 0.3487, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.7013, predictive_accuracy: 0.6513, prior_entropy: 0.8241, recall: 0.6513, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.5905, root_relative_squared_error: 1.3502, scimark_benchmark: 941.5087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6169, build_cpu_time: 0.0007, build_memory: 157402944.7849, f_measure: 0.6684, kappa: 0.2041, kb_relative_information_score: -8.3325, mean_absolute_error: 0.3487, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.7013, predictive_accuracy: 0.6513, prior_entropy: 0.8241, recall: 0.6513, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.5905, root_relative_squared_error: 1.3502, scimark_benchmark: 944.7664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6169, build_cpu_time: 0.0003, build_memory: 172308604.4539, f_measure: 0.6684, kappa: 0.2041, kb_relative_information_score: -8.3325, mean_absolute_error: 0.3487, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.7013, predictive_accuracy: 0.6513, prior_entropy: 0.8241, recall: 0.6513, relative_absolute_error: 0.9108, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.5905, root_relative_squared_error: 1.3502, scimark_benchmark: 946.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.2924, build_memory: 1576070817.3523, f_measure: 0.1056, kb_relative_information_score: -971.7066, mean_absolute_error: 0.7423, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.0664, predictive_accuracy: 0.2577, prior_entropy: 0.8241, recall: 0.2577, relative_absolute_error: 1.939, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.8616, root_relative_squared_error: 1.97, scimark_benchmark: 941.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, build_cpu_time: 0.7201, build_memory: 202840104.0757, f_measure: 0.955, kappa: 0.8822, kb_relative_information_score: 732.0278, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.8241, recall: 0.9551, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4476, scimark_benchmark: 942.0094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, build_cpu_time: 0.7556, build_memory: 164575596.1418, f_measure: 0.955, kappa: 0.8822, kb_relative_information_score: 732.0278, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.8241, recall: 0.9551, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4476, scimark_benchmark: 931.4894,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, build_cpu_time: 0.2896, build_memory: 685073426.2506, f_measure: 0.933, kappa: 0.8227, kb_relative_information_score: 671.6793, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.933, predictive_accuracy: 0.9338, prior_entropy: 0.8241, recall: 0.9338, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.5649, scimark_benchmark: 935.7354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, build_cpu_time: 0.6226, build_memory: 930658414.26, f_measure: 0.9331, kappa: 0.8233, kb_relative_information_score: 673.4339, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.933, predictive_accuracy: 0.9338, prior_entropy: 0.8241, recall: 0.9338, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.5564, scimark_benchmark: 894.2099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, build_cpu_time: 1.2477, build_memory: 226559475.8298, f_measure: 0.9308, kappa: 0.8175, kb_relative_information_score: 675.9144, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9306, predictive_accuracy: 0.9314, prior_entropy: 0.8241, recall: 0.9314, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.5506, scimark_benchmark: 939.7937,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, build_cpu_time: 14.6565, build_memory: 1464079780.0284, f_measure: 0.987, kappa: 0.966, kb_relative_information_score: 787.1895, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.987, predictive_accuracy: 0.987, prior_entropy: 0.8241, recall: 0.987, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.232, scimark_benchmark: 942.3742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 38.4564, build_memory: 84722697.0307, f_measure: 0.987, kappa: 0.966, kb_relative_information_score: 787.6774, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.987, predictive_accuracy: 0.987, prior_entropy: 0.8241, recall: 0.987, relative_absolute_error: 0.0741, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.2323, scimark_benchmark: 742.9293,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, build_cpu_time: 4.5575, build_memory: 849248365.9669, f_measure: 0.987, kappa: 0.966, kb_relative_information_score: 813.2988, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.987, predictive_accuracy: 0.987, prior_entropy: 0.8241, recall: 0.987, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.2603, scimark_benchmark: 945.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, build_cpu_time: 2.7567, build_memory: 428115677.4941, f_measure: 0.9846, kappa: 0.9597, kb_relative_information_score: 807.2394, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 0.8241, recall: 0.9846, relative_absolute_error: 0.0405, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.2818, scimark_benchmark: 945.0342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, build_cpu_time: 1.2028, build_memory: 855256905.3806, f_measure: 0.981, kappa: 0.9503, kb_relative_information_score: 799.4312, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.981, predictive_accuracy: 0.9811, prior_entropy: 0.8241, recall: 0.9811, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.307, scimark_benchmark: 942.6202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, build_cpu_time: 3.1645, build_memory: 772005262.9409, f_measure: 0.9764, kappa: 0.9384, kb_relative_information_score: 735.7693, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9764, predictive_accuracy: 0.9764, prior_entropy: 0.8241, recall: 0.9764, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.3187, scimark_benchmark: 945.7259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, build_cpu_time: 5.8996, build_memory: 2570109643.3853, f_measure: 0.9787, kappa: 0.9444, kb_relative_information_score: 735.9108, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9787, predictive_accuracy: 0.9787, prior_entropy: 0.8241, recall: 0.9787, relative_absolute_error: 0.142, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3146, scimark_benchmark: 947.5812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, build_cpu_time: 1.37, build_memory: 96650168.4539, f_measure: 0.9775, kappa: 0.941, kb_relative_information_score: 742.2289, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9775, predictive_accuracy: 0.9775, prior_entropy: 0.8241, recall: 0.9775, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.136, root_relative_squared_error: 0.3109, scimark_benchmark: 944.2319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, build_cpu_time: 0.8102, build_memory: 201055408.2931, f_measure: 0.9751, kappa: 0.9346, kb_relative_information_score: 739.9777, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9751, predictive_accuracy: 0.9752, prior_entropy: 0.8241, recall: 0.9752, relative_absolute_error: 0.1372, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.3151, scimark_benchmark: 943.7374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, build_cpu_time: 0.7479, build_memory: 183225939.4421, f_measure: 0.9751, kappa: 0.9346, kb_relative_information_score: 739.9777, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9751, predictive_accuracy: 0.9752, prior_entropy: 0.8241, recall: 0.9752, relative_absolute_error: 0.1372, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1378, root_relative_squared_error: 0.3151, scimark_benchmark: 944.3876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, build_cpu_time: 0.4401, build_memory: 5675529556.4255, f_measure: 0.9775, kappa: 0.9409, kb_relative_information_score: 739.6691, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.3828, number_of_instances: 846, precision: 0.9775, predictive_accuracy: 0.9775, prior_entropy: 0.8241, recall: 0.9775, relative_absolute_error: 0.1359, root_mean_prior_squared_error: 0.4374, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.3136, scimark_benchmark: 897.4772,

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