OpenML
Supervised Classification on glass

Supervised Classification on glass

Task 1804 Supervised Classification glass 321 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, build_cpu_time: 0.0079, build_memory: 991740404.8, f_measure: 0.6266, kappa: 0.4993, kb_relative_information_score: 411.329, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6235, predictive_accuracy: 0.6411, prior_entropy: 2.2315, recall: 0.6411, relative_absolute_error: 0.7338, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2746, root_relative_squared_error: 0.8464, scimark_benchmark: 940.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, build_cpu_time: 0.0154, build_memory: 466701692.8, f_measure: 0.6266, kappa: 0.4993, kb_relative_information_score: 411.329, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6235, predictive_accuracy: 0.6411, prior_entropy: 2.2315, recall: 0.6411, relative_absolute_error: 0.7338, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2746, root_relative_squared_error: 0.8464, scimark_benchmark: 923.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, build_cpu_time: 0.0064, build_memory: 69334828, f_measure: 0.6415, kappa: 0.5137, kb_relative_information_score: 575.0673, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6443, predictive_accuracy: 0.6411, prior_entropy: 2.2315, recall: 0.6411, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.9869, scimark_benchmark: 947.5446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, build_cpu_time: 0.0039, build_memory: 1882201204, f_measure: 0.6415, kappa: 0.5137, kb_relative_information_score: 575.0673, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6443, predictive_accuracy: 0.6411, prior_entropy: 2.2315, recall: 0.6411, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.9869, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, build_cpu_time: 0.0016, build_memory: 2369090321.6, f_measure: 0.6415, kappa: 0.5137, kb_relative_information_score: 575.0673, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6443, predictive_accuracy: 0.6411, prior_entropy: 2.2315, recall: 0.6411, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.9869, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, build_cpu_time: 0.002, build_memory: 223955120, f_measure: 0.6415, kappa: 0.5137, kb_relative_information_score: 575.0673, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6443, predictive_accuracy: 0.6411, prior_entropy: 2.2315, recall: 0.6411, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.9869, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7559, build_cpu_time: 0.001, build_memory: 551219952, f_measure: 0.6415, kappa: 0.5137, kb_relative_information_score: 575.0673, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6443, predictive_accuracy: 0.6411, prior_entropy: 2.2315, recall: 0.6411, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.9869, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, build_cpu_time: 0.0347, build_memory: 1331358419.2, f_measure: 0.729, kappa: 0.6402, kb_relative_information_score: 614.5806, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7297, predictive_accuracy: 0.7402, prior_entropy: 2.2315, recall: 0.7402, relative_absolute_error: 0.5405, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7154, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, build_cpu_time: 0.0582, build_memory: 2382292746.4, f_measure: 0.729, kappa: 0.6402, kb_relative_information_score: 614.5806, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7297, predictive_accuracy: 0.7402, prior_entropy: 2.2315, recall: 0.7402, relative_absolute_error: 0.5405, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7154, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, build_cpu_time: 0.0573, build_memory: 1388103565.6, f_measure: 0.729, kappa: 0.6402, kb_relative_information_score: 614.5806, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7297, predictive_accuracy: 0.7402, prior_entropy: 2.2315, recall: 0.7402, relative_absolute_error: 0.5405, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7154, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, build_cpu_time: 0.0409, build_memory: 343588635.2, f_measure: 0.729, kappa: 0.6402, kb_relative_information_score: 614.5806, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7297, predictive_accuracy: 0.7402, prior_entropy: 2.2315, recall: 0.7402, relative_absolute_error: 0.5405, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7154, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, build_cpu_time: 0.0424, build_memory: 1641495704.8, f_measure: 0.729, kappa: 0.6402, kb_relative_information_score: 614.5806, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7297, predictive_accuracy: 0.7402, prior_entropy: 2.2315, recall: 0.7402, relative_absolute_error: 0.5405, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.7154, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, build_cpu_time: 0.0061, build_memory: 355507724.8, f_measure: 0.4917, kappa: 0.3205, kb_relative_information_score: 138.969, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4702, predictive_accuracy: 0.5262, prior_entropy: 2.2315, recall: 0.5262, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3432, root_relative_squared_error: 1.0579, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, build_cpu_time: 0.0042, build_memory: 1108898387.2, f_measure: 0.4917, kappa: 0.3205, kb_relative_information_score: 138.969, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4702, predictive_accuracy: 0.5262, prior_entropy: 2.2315, recall: 0.5262, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3432, root_relative_squared_error: 1.0579, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, build_cpu_time: 0.0025, build_memory: 2128457922.4, f_measure: 0.4917, kappa: 0.3205, kb_relative_information_score: 138.969, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4702, predictive_accuracy: 0.5262, prior_entropy: 2.2315, recall: 0.5262, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3432, root_relative_squared_error: 1.0579, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, build_cpu_time: 0.002, build_memory: 1364918011.2, f_measure: 0.4917, kappa: 0.3205, kb_relative_information_score: 138.969, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4702, predictive_accuracy: 0.5262, prior_entropy: 2.2315, recall: 0.5262, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3432, root_relative_squared_error: 1.0579, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6845, build_cpu_time: 0.0019, build_memory: 515512514.4, f_measure: 0.4917, kappa: 0.3205, kb_relative_information_score: 138.969, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4702, predictive_accuracy: 0.5262, prior_entropy: 2.2315, recall: 0.5262, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3432, root_relative_squared_error: 1.0579, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, build_cpu_time: 0.0112, build_memory: 947055857.6, f_measure: 0.468, kappa: 0.2991, kb_relative_information_score: 98.7949, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5113, predictive_accuracy: 0.4673, prior_entropy: 2.2315, recall: 0.4673, relative_absolute_error: 1.0603, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3348, root_relative_squared_error: 1.0318, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, build_cpu_time: 0.0105, build_memory: 761531492, f_measure: 0.468, kappa: 0.2991, kb_relative_information_score: 98.7949, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5113, predictive_accuracy: 0.4673, prior_entropy: 2.2315, recall: 0.4673, relative_absolute_error: 1.0603, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3348, root_relative_squared_error: 1.0318, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, build_cpu_time: 0.0115, build_memory: 1169175092, f_measure: 0.468, kappa: 0.2991, kb_relative_information_score: 98.7949, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5113, predictive_accuracy: 0.4673, prior_entropy: 2.2315, recall: 0.4673, relative_absolute_error: 1.0603, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3348, root_relative_squared_error: 1.0318, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, build_cpu_time: 0.0122, build_memory: 843762513.6, f_measure: 0.468, kappa: 0.2991, kb_relative_information_score: 98.7949, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5113, predictive_accuracy: 0.4673, prior_entropy: 2.2315, recall: 0.4673, relative_absolute_error: 1.0603, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3348, root_relative_squared_error: 1.0318, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, build_cpu_time: 0.0147, build_memory: 287690856, f_measure: 0.468, kappa: 0.2991, kb_relative_information_score: 98.7949, mean_absolute_error: 0.2243, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5113, predictive_accuracy: 0.4673, prior_entropy: 2.2315, recall: 0.4673, relative_absolute_error: 1.0603, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3348, root_relative_squared_error: 1.0318, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, build_cpu_time: 0.1526, build_memory: 61661320, f_measure: 0.3626, kappa: 0.2717, kb_relative_information_score: 309.5097, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4217, predictive_accuracy: 0.4748, prior_entropy: 2.2315, recall: 0.4748, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9226, scimark_benchmark: 937.9119,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, build_cpu_time: 0.1652, build_memory: 49443316.8, f_measure: 0.3626, kappa: 0.2717, kb_relative_information_score: 309.5097, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4217, predictive_accuracy: 0.4748, prior_entropy: 2.2315, recall: 0.4748, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9226, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, build_cpu_time: 0.1169, build_memory: 637912027.2, f_measure: 0.3626, kappa: 0.2717, kb_relative_information_score: 309.5097, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4217, predictive_accuracy: 0.4748, prior_entropy: 2.2315, recall: 0.4748, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9226, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, build_cpu_time: 0.1245, build_memory: 31531911.2, f_measure: 0.3626, kappa: 0.2717, kb_relative_information_score: 309.5097, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4217, predictive_accuracy: 0.4748, prior_entropy: 2.2315, recall: 0.4748, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.9226, scimark_benchmark: 939.8137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8205, build_cpu_time: 34.8814, build_memory: 1277622444.8, f_measure: 0.7194, kappa: 0.6208, kb_relative_information_score: 688.243, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7192, predictive_accuracy: 0.7243, prior_entropy: 2.2315, recall: 0.7243, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2796, root_relative_squared_error: 0.8618, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, build_cpu_time: 18.3591, build_memory: 2373105960, f_measure: 0.7166, kappa: 0.6179, kb_relative_information_score: 680.8726, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7157, predictive_accuracy: 0.7224, prior_entropy: 2.2315, recall: 0.7224, relative_absolute_error: 0.3768, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2802, root_relative_squared_error: 0.8635, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.842, build_cpu_time: 9.2495, build_memory: 1549293570.4, f_measure: 0.7138, kappa: 0.6146, kb_relative_information_score: 683.3061, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7132, predictive_accuracy: 0.7196, prior_entropy: 2.2315, recall: 0.7196, relative_absolute_error: 0.3813, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.8609, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, build_cpu_time: 4.4477, build_memory: 896879540.8, f_measure: 0.7022, kappa: 0.5969, kb_relative_information_score: 661.2947, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7027, predictive_accuracy: 0.7065, prior_entropy: 2.2315, recall: 0.7065, relative_absolute_error: 0.4029, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.8733, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, build_cpu_time: 2.1317, build_memory: 923561129.6, f_measure: 0.6892, kappa: 0.5814, kb_relative_information_score: 651.2884, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6874, predictive_accuracy: 0.6953, prior_entropy: 2.2315, recall: 0.6953, relative_absolute_error: 0.4218, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2809, root_relative_squared_error: 0.8657, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, build_cpu_time: 0.205, build_memory: 927302390.4, f_measure: 0.6867, kappa: 0.576, kb_relative_information_score: 640.2452, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6843, predictive_accuracy: 0.6925, prior_entropy: 2.2315, recall: 0.6925, relative_absolute_error: 0.4314, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.8393, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8771, build_cpu_time: 0.4987, build_memory: 573260579.2, f_measure: 0.7, kappa: 0.5934, kb_relative_information_score: 666.3706, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6982, predictive_accuracy: 0.7056, prior_entropy: 2.2315, recall: 0.7056, relative_absolute_error: 0.3952, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2724, root_relative_squared_error: 0.8395, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, build_cpu_time: 0.7109, build_memory: 494923474.4, f_measure: 0.7253, kappa: 0.6292, kb_relative_information_score: 688.357, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7238, predictive_accuracy: 0.7308, prior_entropy: 2.2315, recall: 0.7308, relative_absolute_error: 0.3675, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.8361, scimark_benchmark: 937.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8418, build_cpu_time: 1.4066, build_memory: 1170863281.6, f_measure: 0.7263, kappa: 0.6311, kb_relative_information_score: 688.8955, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7249, predictive_accuracy: 0.7327, prior_entropy: 2.2315, recall: 0.7327, relative_absolute_error: 0.3606, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.8412, scimark_benchmark: 932.084,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7584, build_cpu_time: 2.171, build_memory: 548503290.4, f_measure: 0.4927, kappa: 0.3143, kb_relative_information_score: 135.7703, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.525, predictive_accuracy: 0.529, prior_entropy: 2.2315, recall: 0.529, relative_absolute_error: 1.0144, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3168, root_relative_squared_error: 0.9765, scimark_benchmark: 935.7354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7603, build_cpu_time: 4.0835, build_memory: 799564953.6, f_measure: 0.4901, kappa: 0.3117, kb_relative_information_score: 136.7085, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4806, predictive_accuracy: 0.5271, prior_entropy: 2.2315, recall: 0.5271, relative_absolute_error: 1.0141, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3167, root_relative_squared_error: 0.9761, scimark_benchmark: 946.5993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7586, build_cpu_time: 6.8983, build_memory: 1055170268.8, f_measure: 0.4879, kappa: 0.3085, kb_relative_information_score: 137.2229, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.4771, predictive_accuracy: 0.5243, prior_entropy: 2.2315, recall: 0.5243, relative_absolute_error: 1.0141, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3167, root_relative_squared_error: 0.9761, scimark_benchmark: 946.7087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, build_cpu_time: 0.1215, build_memory: 186455732.8, f_measure: 0.6678, kappa: 0.5651, kb_relative_information_score: 536.2806, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6724, predictive_accuracy: 0.6888, prior_entropy: 2.2315, recall: 0.6888, relative_absolute_error: 0.6252, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.7681, scimark_benchmark: 941.3563,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, build_cpu_time: 0.0177, build_memory: 552050578.4, f_measure: 0.6627, kappa: 0.5527, kb_relative_information_score: 535.5358, mean_absolute_error: 0.1314, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6655, predictive_accuracy: 0.6813, prior_entropy: 2.2315, recall: 0.6813, relative_absolute_error: 0.6209, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.7745, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, build_cpu_time: 0.0268, build_memory: 740489815.2, f_measure: 0.7308, kappa: 0.6424, kb_relative_information_score: 610.2516, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7318, predictive_accuracy: 0.7421, prior_entropy: 2.2315, recall: 0.7421, relative_absolute_error: 0.5417, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2352, root_relative_squared_error: 0.7248, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, build_cpu_time: 0.0804, build_memory: 776825760.8, f_measure: 0.7305, kappa: 0.6415, kb_relative_information_score: 614.8682, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7329, predictive_accuracy: 0.7411, prior_entropy: 2.2315, recall: 0.7411, relative_absolute_error: 0.5383, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.7135, scimark_benchmark: 940.4855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, build_cpu_time: 0.0732, build_memory: 117918241.6, f_measure: 0.7305, kappa: 0.6415, kb_relative_information_score: 614.8682, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7329, predictive_accuracy: 0.7411, prior_entropy: 2.2315, recall: 0.7411, relative_absolute_error: 0.5383, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.7135, scimark_benchmark: 917.0936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, build_cpu_time: 4.8974, build_memory: 2945377172.8, f_measure: 0.7247, kappa: 0.6372, kb_relative_information_score: 584.0704, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7275, predictive_accuracy: 0.7393, prior_entropy: 2.2315, recall: 0.7393, relative_absolute_error: 0.5775, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.7255, scimark_benchmark: 907.3081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9114, build_cpu_time: 2.442, build_memory: 1885956917.6, f_measure: 0.7227, kappa: 0.6334, kb_relative_information_score: 584.6165, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7258, predictive_accuracy: 0.7364, prior_entropy: 2.2315, recall: 0.7364, relative_absolute_error: 0.5763, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2351, root_relative_squared_error: 0.7247, scimark_benchmark: 941.6047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, build_cpu_time: 1.1428, build_memory: 533770374.4, f_measure: 0.7195, kappa: 0.6292, kb_relative_information_score: 582.4163, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7247, predictive_accuracy: 0.7336, prior_entropy: 2.2315, recall: 0.7336, relative_absolute_error: 0.578, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.7263, scimark_benchmark: 898.8066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9104, build_cpu_time: 1.1676, build_memory: 552776044, f_measure: 0.7195, kappa: 0.6292, kb_relative_information_score: 582.4163, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7247, predictive_accuracy: 0.7336, prior_entropy: 2.2315, recall: 0.7336, relative_absolute_error: 0.578, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.7263, scimark_benchmark: 914.2677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, build_cpu_time: 0.6104, build_memory: 2855400154.4, f_measure: 0.7137, kappa: 0.6202, kb_relative_information_score: 579.8516, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.715, predictive_accuracy: 0.7271, prior_entropy: 2.2315, recall: 0.7271, relative_absolute_error: 0.5793, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2364, root_relative_squared_error: 0.7287, scimark_benchmark: 939.4327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, build_cpu_time: 0.2891, build_memory: 393066934.4, f_measure: 0.7133, kappa: 0.6189, kb_relative_information_score: 576.4535, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.7138, predictive_accuracy: 0.7262, prior_entropy: 2.2315, recall: 0.7262, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2381, root_relative_squared_error: 0.7339, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7451, build_cpu_time: 0.0042, build_memory: 644318372.8, f_measure: 0.5097, kappa: 0.3593, kb_relative_information_score: 356.4653, mean_absolute_error: 0.1554, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.575, predictive_accuracy: 0.5579, prior_entropy: 2.2315, recall: 0.5579, relative_absolute_error: 0.7342, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2977, root_relative_squared_error: 0.9174, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.768, build_cpu_time: 0.0047, build_memory: 578424380.8, f_measure: 0.5297, kappa: 0.3959, kb_relative_information_score: 360.8934, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5198, predictive_accuracy: 0.5841, prior_entropy: 2.2315, recall: 0.5841, relative_absolute_error: 0.7208, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.8956, scimark_benchmark: 926.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, build_cpu_time: 0.0092, build_memory: 472384452, f_measure: 0.5302, kappa: 0.3974, kb_relative_information_score: 363.0687, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5184, predictive_accuracy: 0.5832, prior_entropy: 2.2315, recall: 0.5832, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.29, root_relative_squared_error: 0.8937, scimark_benchmark: 938.3567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, build_cpu_time: 0.0128, build_memory: 1337343088, f_measure: 0.5302, kappa: 0.3974, kb_relative_information_score: 363.0687, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5184, predictive_accuracy: 0.5832, prior_entropy: 2.2315, recall: 0.5832, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.29, root_relative_squared_error: 0.8937, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, build_cpu_time: 0.042, build_memory: 251213784.8, f_measure: 0.6792, kappa: 0.5716, kb_relative_information_score: 572.9349, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.6807, predictive_accuracy: 0.6925, prior_entropy: 2.2315, recall: 0.6925, relative_absolute_error: 0.5791, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.2479, root_relative_squared_error: 0.7641, scimark_benchmark: 902.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.754, build_cpu_time: 0.0352, build_memory: 704706564, f_measure: 0.4981, kappa: 0.3256, kb_relative_information_score: 434.982, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.2116, number_of_instances: 1070, precision: 0.5236, predictive_accuracy: 0.5056, prior_entropy: 2.2315, recall: 0.5056, relative_absolute_error: 0.7188, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.314, root_relative_squared_error: 0.9679, scimark_benchmark: 905.0866,

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