OpenML
Supervised Classification on breast-cancer

Supervised Classification on breast-cancer

Task 1777 Supervised Classification breast-cancer 346 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5682, f_measure: 0.6353, kappa: 0.0882, kb_relative_information_score: 51.2598, mean_absolute_error: 0.3912, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6327, predictive_accuracy: 0.6853, prior_entropy: 0.8796, recall: 0.6853, relative_absolute_error: 0.9352, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4742, root_relative_squared_error: 1.0375, scimark_benchmark: 1280.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5671, f_measure: 0.6504, kappa: 0.126, kb_relative_information_score: 83.676, mean_absolute_error: 0.3895, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6545, predictive_accuracy: 0.6986, prior_entropy: 0.8796, recall: 0.6986, relative_absolute_error: 0.9311, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4729, root_relative_squared_error: 1.0348, scimark_benchmark: 1321.6263, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5749, f_measure: 0.6475, kappa: 0.1515, kb_relative_information_score: 142.5504, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6456, predictive_accuracy: 0.6497, prior_entropy: 0.8796, recall: 0.6497, relative_absolute_error: 0.8375, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5919, root_relative_squared_error: 1.2951, scimark_benchmark: 1372.2145, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5367, f_measure: 0.6263, kappa: 0.0789, kb_relative_information_score: 116.9091, mean_absolute_error: 0.3573, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6165, predictive_accuracy: 0.6427, prior_entropy: 0.8796, recall: 0.6427, relative_absolute_error: 0.8542, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5978, root_relative_squared_error: 1.308, scimark_benchmark: 1368.9272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5745, f_measure: 0.655, kappa: 0.1427, kb_relative_information_score: 87.6694, mean_absolute_error: 0.3793, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6469, predictive_accuracy: 0.6783, prior_entropy: 0.8796, recall: 0.6783, relative_absolute_error: 0.9068, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4929, root_relative_squared_error: 1.0785, scimark_benchmark: 1466.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6024, f_measure: 0.6852, kappa: 0.2223, kb_relative_information_score: 329.7319, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6794, predictive_accuracy: 0.7007, prior_entropy: 0.8796, recall: 0.7007, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5471, root_relative_squared_error: 1.197, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.6754, kappa: 0.1902, kb_relative_information_score: 339.9884, mean_absolute_error: 0.2965, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6726, predictive_accuracy: 0.7035, prior_entropy: 0.8796, recall: 0.7035, relative_absolute_error: 0.7088, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.1914, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.5801, kb_relative_information_score: -6.4044, mean_absolute_error: 0.4189, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.4939, predictive_accuracy: 0.7028, prior_entropy: 0.8796, recall: 0.7028, relative_absolute_error: 1.0014, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4571, root_relative_squared_error: 1.0001, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.598, f_measure: 0.6786, kappa: 0.196, kb_relative_information_score: 125.3673, mean_absolute_error: 0.3801, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6868, predictive_accuracy: 0.7175, prior_entropy: 0.8796, recall: 0.7175, relative_absolute_error: 0.9088, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4548, root_relative_squared_error: 0.9952, scimark_benchmark: 1066.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6082, build_cpu_time: 0.2708, build_memory: 217291399.2, f_measure: 0.6595, kappa: 0.1593, kb_relative_information_score: 124.2884, mean_absolute_error: 0.3612, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6517, predictive_accuracy: 0.6755, prior_entropy: 0.8796, recall: 0.6755, relative_absolute_error: 0.8635, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4983, root_relative_squared_error: 1.0904, scimark_benchmark: 939.7691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6082, build_cpu_time: 0.1545, build_memory: 1414191559.2, f_measure: 0.6595, kappa: 0.1593, kb_relative_information_score: 124.2884, mean_absolute_error: 0.3612, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6517, predictive_accuracy: 0.6755, prior_entropy: 0.8796, recall: 0.6755, relative_absolute_error: 0.8635, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4983, root_relative_squared_error: 1.0904, scimark_benchmark: 926.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6082, build_cpu_time: 0.145, build_memory: 874227604.8, f_measure: 0.6595, kappa: 0.1593, kb_relative_information_score: 124.2884, mean_absolute_error: 0.3612, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6517, predictive_accuracy: 0.6755, prior_entropy: 0.8796, recall: 0.6755, relative_absolute_error: 0.8635, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4983, root_relative_squared_error: 1.0904, scimark_benchmark: 944.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.608, build_cpu_time: 0.1398, build_memory: 1202265166.4, f_measure: 0.6589, kappa: 0.1582, kb_relative_information_score: 123.3325, mean_absolute_error: 0.3614, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6511, predictive_accuracy: 0.6748, prior_entropy: 0.8796, recall: 0.6748, relative_absolute_error: 0.864, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4982, root_relative_squared_error: 1.0902, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6077, build_cpu_time: 0.1114, build_memory: 578072189.6, f_measure: 0.6528, kappa: 0.1451, kb_relative_information_score: 110.905, mean_absolute_error: 0.3647, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6449, predictive_accuracy: 0.6671, prior_entropy: 0.8796, recall: 0.6671, relative_absolute_error: 0.8718, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4992, root_relative_squared_error: 1.0922, scimark_benchmark: 925.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5905, build_cpu_time: 0.0053, build_memory: 99415979.2, f_measure: 0.6455, kappa: 0.1191, kb_relative_information_score: 87.3241, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6362, predictive_accuracy: 0.6692, prior_entropy: 0.8796, recall: 0.6692, relative_absolute_error: 0.8905, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4877, root_relative_squared_error: 1.0671, scimark_benchmark: 939.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5931, build_cpu_time: 0.0086, build_memory: 232460030.4, f_measure: 0.643, kappa: 0.1128, kb_relative_information_score: 87.6939, mean_absolute_error: 0.3722, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6334, predictive_accuracy: 0.6671, prior_entropy: 0.8796, recall: 0.6671, relative_absolute_error: 0.8897, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.489, root_relative_squared_error: 1.07, scimark_benchmark: 942.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5931, build_cpu_time: 0.0087, build_memory: 173316839.2, f_measure: 0.643, kappa: 0.1128, kb_relative_information_score: 87.6939, mean_absolute_error: 0.3722, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6334, predictive_accuracy: 0.6671, prior_entropy: 0.8796, recall: 0.6671, relative_absolute_error: 0.8897, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.489, root_relative_squared_error: 1.07, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5931, build_cpu_time: 0.0101, build_memory: 1482794675.2, f_measure: 0.643, kappa: 0.1128, kb_relative_information_score: 87.6939, mean_absolute_error: 0.3722, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6334, predictive_accuracy: 0.6671, prior_entropy: 0.8796, recall: 0.6671, relative_absolute_error: 0.8897, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.489, root_relative_squared_error: 1.07, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5931, build_cpu_time: 0.0124, build_memory: 2423995627.2, f_measure: 0.643, kappa: 0.1128, kb_relative_information_score: 87.6939, mean_absolute_error: 0.3722, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6334, predictive_accuracy: 0.6671, prior_entropy: 0.8796, recall: 0.6671, relative_absolute_error: 0.8897, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.489, root_relative_squared_error: 1.07, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6148, build_cpu_time: 0.0376, build_memory: 107363719.2, f_measure: 0.6647, kappa: 0.181, kb_relative_information_score: 225.7311, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6589, predictive_accuracy: 0.6734, prior_entropy: 0.8796, recall: 0.6734, relative_absolute_error: 0.7842, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5576, root_relative_squared_error: 1.2201, scimark_benchmark: 947.5446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, build_cpu_time: 0.0314, build_memory: 2699963296, f_measure: 0.6624, kappa: 0.1751, kb_relative_information_score: 220.5867, mean_absolute_error: 0.3292, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6565, predictive_accuracy: 0.6713, prior_entropy: 0.8796, recall: 0.6713, relative_absolute_error: 0.7869, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5572, root_relative_squared_error: 1.2193, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, build_cpu_time: 0.0107, build_memory: 2671165312.8, f_measure: 0.661, kappa: 0.1716, kb_relative_information_score: 213.8885, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.655, predictive_accuracy: 0.6699, prior_entropy: 0.8796, recall: 0.6699, relative_absolute_error: 0.7908, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5572, root_relative_squared_error: 1.2191, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6159, build_cpu_time: 0.009, build_memory: 2003489368.8, f_measure: 0.6598, kappa: 0.1693, kb_relative_information_score: 210.3099, mean_absolute_error: 0.3315, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6539, predictive_accuracy: 0.6685, prior_entropy: 0.8796, recall: 0.6685, relative_absolute_error: 0.7925, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5563, root_relative_squared_error: 1.2171, scimark_benchmark: 939.084,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5916, build_cpu_time: 0.4251, build_memory: 2437253164.8, f_measure: 0.6629, kappa: 0.1652, kb_relative_information_score: 233.6485, mean_absolute_error: 0.3268, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6554, predictive_accuracy: 0.6818, prior_entropy: 0.8796, recall: 0.6818, relative_absolute_error: 0.7811, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5401, root_relative_squared_error: 1.1818, scimark_benchmark: 872.1114,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.658, build_cpu_time: 0.0064, build_memory: 159982781.6, f_measure: 0.6787, kappa: 0.2022, kb_relative_information_score: 154.0937, mean_absolute_error: 0.3586, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6732, predictive_accuracy: 0.6993, prior_entropy: 0.8796, recall: 0.6993, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4593, root_relative_squared_error: 1.005, scimark_benchmark: 927.3354,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.659, build_cpu_time: 0.0044, build_memory: 1555783956.8, f_measure: 0.6811, kappa: 0.2083, kb_relative_information_score: 155.3338, mean_absolute_error: 0.3583, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6759, predictive_accuracy: 0.7014, prior_entropy: 0.8796, recall: 0.7014, relative_absolute_error: 0.8566, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.459, root_relative_squared_error: 1.0044, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.664, build_cpu_time: 0.0034, build_memory: 903331512, f_measure: 0.6862, kappa: 0.2207, kb_relative_information_score: 158.4774, mean_absolute_error: 0.3574, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6816, predictive_accuracy: 0.7063, prior_entropy: 0.8796, recall: 0.7063, relative_absolute_error: 0.8545, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4567, root_relative_squared_error: 0.9992, scimark_benchmark: 929.5397,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, build_cpu_time: 0.0004, build_memory: 1401303818.4, f_measure: 0.7194, kappa: 0.3084, kb_relative_information_score: 292.3665, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.7158, predictive_accuracy: 0.7315, prior_entropy: 0.8796, recall: 0.7315, relative_absolute_error: 0.7704, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4512, root_relative_squared_error: 0.9872, scimark_benchmark: 945.8881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6342, build_cpu_time: 0.0084, build_memory: 1319837305.6, f_measure: 0.6461, kappa: 0.1153, kb_relative_information_score: 66.801, mean_absolute_error: 0.3842, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6479, predictive_accuracy: 0.6944, prior_entropy: 0.8796, recall: 0.6944, relative_absolute_error: 0.9185, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9898, scimark_benchmark: 943.0033,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6658, build_cpu_time: 0.0033, build_memory: 48284900, f_measure: 0.685, kappa: 0.2202, kb_relative_information_score: 155.198, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6794, predictive_accuracy: 0.7021, prior_entropy: 0.8796, recall: 0.7021, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4501, root_relative_squared_error: 0.9849, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6658, build_cpu_time: 0.0037, build_memory: 311444632.8, f_measure: 0.685, kappa: 0.2202, kb_relative_information_score: 155.198, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6794, predictive_accuracy: 0.7021, prior_entropy: 0.8796, recall: 0.7021, relative_absolute_error: 0.87, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4501, root_relative_squared_error: 0.9849, scimark_benchmark: 934.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, build_cpu_time: 0.3098, build_memory: 844972259.2, f_measure: 0.645, kappa: 0.1245, kb_relative_information_score: 45.4293, mean_absolute_error: 0.3804, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6363, predictive_accuracy: 0.6608, prior_entropy: 0.8796, recall: 0.6608, relative_absolute_error: 0.9092, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4961, root_relative_squared_error: 1.0856, scimark_benchmark: 941.7913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, build_cpu_time: 0.3126, build_memory: 1741046997.6, f_measure: 0.645, kappa: 0.1245, kb_relative_information_score: 45.4293, mean_absolute_error: 0.3804, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6363, predictive_accuracy: 0.6608, prior_entropy: 0.8796, recall: 0.6608, relative_absolute_error: 0.9092, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4961, root_relative_squared_error: 1.0856, scimark_benchmark: 934.1538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, build_cpu_time: 0.1317, build_memory: 1172536718.4, f_measure: 0.6697, kappa: 0.1762, kb_relative_information_score: 248.1391, mean_absolute_error: 0.3282, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6657, predictive_accuracy: 0.6979, prior_entropy: 0.8796, recall: 0.6979, relative_absolute_error: 0.7845, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4808, root_relative_squared_error: 1.052, scimark_benchmark: 895.5844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, build_cpu_time: 0.142, build_memory: 787717158.4, f_measure: 0.6697, kappa: 0.1762, kb_relative_information_score: 248.1391, mean_absolute_error: 0.3282, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6657, predictive_accuracy: 0.6979, prior_entropy: 0.8796, recall: 0.6979, relative_absolute_error: 0.7845, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4808, root_relative_squared_error: 1.052, scimark_benchmark: 926.0021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, build_cpu_time: 0.1349, build_memory: 864330475.2, f_measure: 0.6697, kappa: 0.1762, kb_relative_information_score: 248.1391, mean_absolute_error: 0.3282, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6657, predictive_accuracy: 0.6979, prior_entropy: 0.8796, recall: 0.6979, relative_absolute_error: 0.7845, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4808, root_relative_squared_error: 1.052, scimark_benchmark: 931.4894,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6532, build_cpu_time: 0.3472, build_memory: 355918162.4, f_measure: 0.6761, kappa: 0.1915, kb_relative_information_score: 263.6927, mean_absolute_error: 0.3245, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6739, predictive_accuracy: 0.7049, prior_entropy: 0.8796, recall: 0.7049, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4729, root_relative_squared_error: 1.0347, scimark_benchmark: 941.9153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6596, build_cpu_time: 0.5084, build_memory: 439718601.6, f_measure: 0.679, kappa: 0.2001, kb_relative_information_score: 256.4396, mean_absolute_error: 0.3265, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6754, predictive_accuracy: 0.7042, prior_entropy: 0.8796, recall: 0.7042, relative_absolute_error: 0.7805, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4702, root_relative_squared_error: 1.0287, scimark_benchmark: 928.0863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6629, build_cpu_time: 1.2862, build_memory: 601426392.8, f_measure: 0.6763, kappa: 0.1949, kb_relative_information_score: 248.5468, mean_absolute_error: 0.3279, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6713, predictive_accuracy: 0.6993, prior_entropy: 0.8796, recall: 0.6993, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4697, root_relative_squared_error: 1.0277, scimark_benchmark: 935.7354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6691, build_cpu_time: 2.0762, build_memory: 862581560, f_measure: 0.6735, kappa: 0.1874, kb_relative_information_score: 256.1918, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6682, predictive_accuracy: 0.6972, prior_entropy: 0.8796, recall: 0.6972, relative_absolute_error: 0.7786, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4672, root_relative_squared_error: 1.0223, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.643, build_cpu_time: 0.0927, build_memory: 1524241103.2, f_measure: 0.6313, kappa: 0.0805, kb_relative_information_score: 67.401, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.634, predictive_accuracy: 0.6902, prior_entropy: 0.8796, recall: 0.6902, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4481, root_relative_squared_error: 0.9804, scimark_benchmark: 902.5808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.643, build_cpu_time: 0.0916, build_memory: 356174733.6, f_measure: 0.6313, kappa: 0.0805, kb_relative_information_score: 67.401, mean_absolute_error: 0.3865, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.634, predictive_accuracy: 0.6902, prior_entropy: 0.8796, recall: 0.6902, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4481, root_relative_squared_error: 0.9804, scimark_benchmark: 943.2048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6392, build_cpu_time: 0.0272, build_memory: 1229740108, f_measure: 0.6292, kappa: 0.0758, kb_relative_information_score: 68.1182, mean_absolute_error: 0.3858, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6324, predictive_accuracy: 0.6902, prior_entropy: 0.8796, recall: 0.6902, relative_absolute_error: 0.9223, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4494, root_relative_squared_error: 0.9833, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, build_cpu_time: 0.0053, build_memory: 2305154416.8, f_measure: 0.6742, kappa: 0.1887, kb_relative_information_score: 121.1911, mean_absolute_error: 0.365, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6693, predictive_accuracy: 0.6986, prior_entropy: 0.8796, recall: 0.6986, relative_absolute_error: 0.8726, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4649, root_relative_squared_error: 1.0173, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, build_cpu_time: 0.0037, build_memory: 1002629626.4, f_measure: 0.6742, kappa: 0.1887, kb_relative_information_score: 121.1911, mean_absolute_error: 0.365, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6693, predictive_accuracy: 0.6986, prior_entropy: 0.8796, recall: 0.6986, relative_absolute_error: 0.8726, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4649, root_relative_squared_error: 1.0173, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6487, build_cpu_time: 0.0267, build_memory: 1469307458.4, f_measure: 0.6572, kappa: 0.1475, kb_relative_information_score: 95.7075, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6495, predictive_accuracy: 0.6811, prior_entropy: 0.8796, recall: 0.6811, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4565, root_relative_squared_error: 0.9988, scimark_benchmark: 931.0999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6541, build_cpu_time: 0.0483, build_memory: 2558479008, f_measure: 0.6591, kappa: 0.151, kb_relative_information_score: 104.5677, mean_absolute_error: 0.3715, mean_prior_absolute_error: 0.4183, number_of_instances: 1430, precision: 0.6522, predictive_accuracy: 0.6853, prior_entropy: 0.8796, recall: 0.6853, relative_absolute_error: 0.888, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.4538, root_relative_squared_error: 0.993, scimark_benchmark: 874.7213,

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