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File: /var/www/openml/openml_OS/core/MY_Database_Read_Model.php
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Function: sql

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File: /var/www/openml/index.php
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Function: require_once

OpenML
Task
Supervised Classification on sick

Supervised Classification on sick

Task 3043 Supervised Classification sick 337 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
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337 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, f_measure: 0.9616, kappa: 0.6595, kb_relative_information_score: 463.2812, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9633, predictive_accuracy: 0.9654, prior_entropy: 0.3333, recall: 0.9654, relative_absolute_error: 0.4166, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.7175, scimark_benchmark: 940.3347, usercpu_time_millis: 6780, usercpu_time_millis_testing: 6780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6625, f_measure: 0.9417, kappa: 0.4535, kb_relative_information_score: 568.2916, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9473, predictive_accuracy: 0.9518, prior_entropy: 0.3333, recall: 0.9518, relative_absolute_error: 0.4043, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.8849, scimark_benchmark: 1312.3073, usercpu_time_millis: 450, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9022, kb_relative_information_score: 296.6182, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.8725, predictive_accuracy: 0.9341, prior_entropy: 0.3333, recall: 0.9341, relative_absolute_error: 0.5526, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0345, scimark_benchmark: 1325.2092, usercpu_time_millis: 5100, usercpu_time_millis_testing: 550, usercpu_time_millis_training: 4550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9022, kb_relative_information_score: 296.6182, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.8725, predictive_accuracy: 0.9341, prior_entropy: 0.3333, recall: 0.9341, relative_absolute_error: 0.5526, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0345, scimark_benchmark: 1369.9744, usercpu_time_millis: 410, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9697, kappa: 0.7373, kb_relative_information_score: 443.0862, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9704, predictive_accuracy: 0.9719, prior_entropy: 0.3333, recall: 0.9719, relative_absolute_error: 0.452, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.6557, scimark_benchmark: 1337.7959, usercpu_time_millis: 960, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, f_measure: 0.9509, kappa: 0.5478, kb_relative_information_score: 667.082, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9559, predictive_accuracy: 0.9582, prior_entropy: 0.3333, recall: 0.9582, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.8238, scimark_benchmark: 1304.9611, usercpu_time_millis: 330, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.966, kappa: 0.7034, kb_relative_information_score: 502.6481, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9667, predictive_accuracy: 0.9687, prior_entropy: 0.3333, recall: 0.9687, relative_absolute_error: 0.4284, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.6467, scimark_benchmark: 926.6704, usercpu_time_millis: 1452280, usercpu_time_millis_testing: 4400, usercpu_time_millis_training: 1447880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5057, f_measure: 0.9038, kappa: 0.0207, kb_relative_information_score: 296.6182, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9061, predictive_accuracy: 0.9341, prior_entropy: 0.3333, recall: 0.9341, relative_absolute_error: 0.5526, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0345, scimark_benchmark: 1363.434, usercpu_time_millis: 3640, usercpu_time_millis_testing: 1400, usercpu_time_millis_training: 2240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, f_measure: 0.9755, kappa: 0.7973, kb_relative_information_score: 786.0383, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9752, predictive_accuracy: 0.9759, prior_entropy: 0.3333, recall: 0.9759, relative_absolute_error: 0.3191, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.145, root_relative_squared_error: 0.5842, scimark_benchmark: 1290.1085, usercpu_time_millis: 580, usercpu_time_millis_testing: 470, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.9696, kappa: 0.7416, kb_relative_information_score: 743.1531, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9694, predictive_accuracy: 0.9711, prior_entropy: 0.3333, recall: 0.9711, relative_absolute_error: 0.3065, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.155, root_relative_squared_error: 0.6245, scimark_benchmark: 1376.7478, usercpu_time_millis: 11270, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 11190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9759, kappa: 0.7912, kb_relative_information_score: 887.8349, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.977, predictive_accuracy: 0.9775, prior_entropy: 0.3333, recall: 0.9775, relative_absolute_error: 0.3066, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.5025, scimark_benchmark: 1336.2509, usercpu_time_millis: 770, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.9696, kappa: 0.7416, kb_relative_information_score: 837.0484, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9694, predictive_accuracy: 0.9711, prior_entropy: 0.3333, recall: 0.9711, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.6787, scimark_benchmark: 1319.9043, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.9785, kappa: 0.8148, kb_relative_information_score: 920.1195, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9797, predictive_accuracy: 0.9799, prior_entropy: 0.3333, recall: 0.9799, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.5294, scimark_benchmark: 1306.6379, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.9751, kappa: 0.7851, kb_relative_information_score: 827.2508, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9759, predictive_accuracy: 0.9767, prior_entropy: 0.3333, recall: 0.9767, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1459, root_relative_squared_error: 0.5881, scimark_benchmark: 1313.5726, usercpu_time_millis: 1470, usercpu_time_millis_training: 1470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7126, f_measure: 0.9535, kappa: 0.5706, kb_relative_information_score: 704.1284, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9601, predictive_accuracy: 0.9606, prior_entropy: 0.3333, recall: 0.9606, relative_absolute_error: 0.3302, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.7997, scimark_benchmark: 1386.5717, usercpu_time_millis: 1820, usercpu_time_millis_testing: 750, usercpu_time_millis_training: 1070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9787, kappa: 0.8171, kb_relative_information_score: 1000.0939, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9795, predictive_accuracy: 0.9799, prior_entropy: 0.3333, recall: 0.9799, relative_absolute_error: 0.1762, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.4616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9867, kappa: 0.8879, kb_relative_information_score: 393.0283, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.987, predictive_accuracy: 0.9871, prior_entropy: 0.3333, recall: 0.9871, relative_absolute_error: 0.5223, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1076, root_relative_squared_error: 0.4335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.977, kappa: 0.8025, kb_relative_information_score: 993.8424, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9776, predictive_accuracy: 0.9783, prior_entropy: 0.3333, recall: 0.9783, relative_absolute_error: 0.1791, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.4693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9718, kappa: 0.7517, kb_relative_information_score: 788.3413, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.974, predictive_accuracy: 0.9743, prior_entropy: 0.3333, recall: 0.9743, relative_absolute_error: 0.3594, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.6386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.98, kappa: 0.8319, kb_relative_information_score: 1017.335, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.98, predictive_accuracy: 0.9807, prior_entropy: 0.3333, recall: 0.9807, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.4571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5035, f_measure: 0.9017, kappa: 0.0122, kb_relative_information_score: 234.8742, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.8823, predictive_accuracy: 0.9301, prior_entropy: 0.3333, recall: 0.9301, relative_absolute_error: 0.5863, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2645, root_relative_squared_error: 1.0656, scimark_benchmark: 1466.6185, usercpu_time_millis: 1190, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9718, kappa: 0.7702, kb_relative_information_score: 849.9431, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9717, predictive_accuracy: 0.9719, prior_entropy: 0.3333, recall: 0.9719, relative_absolute_error: 0.2551, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.6199, scimark_benchmark: 1351.788, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8451, f_measure: 0.9642, kappa: 0.7061, kb_relative_information_score: 765.8724, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9639, predictive_accuracy: 0.9646, prior_entropy: 0.3333, recall: 0.9646, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.7578, scimark_benchmark: 1465.2979, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.978, kappa: 0.8134, kb_relative_information_score: 988.1506, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9784, predictive_accuracy: 0.9791, prior_entropy: 0.3333, recall: 0.9791, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1446, root_relative_squared_error: 0.5825, scimark_benchmark: 1380.2233, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9022, kb_relative_information_score: 10.8682, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.8725, predictive_accuracy: 0.9341, prior_entropy: 0.3333, recall: 0.9341, relative_absolute_error: 0.9841, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2482, root_relative_squared_error: 1.0002, scimark_benchmark: 1503.3362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.9861, kappa: 0.8858, kb_relative_information_score: 1072.7823, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9861, predictive_accuracy: 0.9863, prior_entropy: 0.3333, recall: 0.9863, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.4488, scimark_benchmark: 1505.597, usercpu_time_millis: 90, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, build_cpu_time: 8.284, build_memory: 841293728, f_measure: 0.9513, kappa: 0.5888, kb_relative_information_score: 364.2752, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9501, predictive_accuracy: 0.9534, prior_entropy: 0.3333, recall: 0.9534, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.7392, scimark_benchmark: 931.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, build_cpu_time: 8.539, build_memory: 1008631328, f_measure: 0.9513, kappa: 0.5888, kb_relative_information_score: 364.2752, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9501, predictive_accuracy: 0.9534, prior_entropy: 0.3333, recall: 0.9534, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.7392, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, build_cpu_time: 7.419, build_memory: 21605720, f_measure: 0.9513, kappa: 0.5888, kb_relative_information_score: 364.2752, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9501, predictive_accuracy: 0.9534, prior_entropy: 0.3333, recall: 0.9534, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.7392, scimark_benchmark: 943.1873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, build_cpu_time: 7.269, build_memory: 524123240, f_measure: 0.9513, kappa: 0.5888, kb_relative_information_score: 364.2752, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9501, predictive_accuracy: 0.9534, prior_entropy: 0.3333, recall: 0.9534, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.7392, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, build_cpu_time: 4.707, build_memory: 42441304, f_measure: 0.9479, kappa: 0.5467, kb_relative_information_score: 342.0852, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9465, predictive_accuracy: 0.9518, prior_entropy: 0.3333, recall: 0.9518, relative_absolute_error: 0.503, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.7468, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, build_cpu_time: 0.319, build_memory: 200349888, f_measure: 0.9858, kappa: 0.8802, kb_relative_information_score: 1073.8604, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9862, predictive_accuracy: 0.9863, prior_entropy: 0.3333, recall: 0.9863, relative_absolute_error: 0.128, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.116, root_relative_squared_error: 0.4672, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, build_cpu_time: 1.115, build_memory: 547644888, f_measure: 0.9849, kappa: 0.8724, kb_relative_information_score: 1096.1697, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9854, predictive_accuracy: 0.9855, prior_entropy: 0.3333, recall: 0.9855, relative_absolute_error: 0.1191, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.4509, scimark_benchmark: 941.7891,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, build_cpu_time: 3.818, build_memory: 206814760, f_measure: 0.9841, kappa: 0.8661, kb_relative_information_score: 1092.2187, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9844, predictive_accuracy: 0.9847, prior_entropy: 0.3333, recall: 0.9847, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.4774, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 2.017, build_memory: 2105952496, f_measure: 0.9861, kappa: 0.8844, kb_relative_information_score: 1104.2222, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.986, predictive_accuracy: 0.9863, prior_entropy: 0.3333, recall: 0.9863, relative_absolute_error: 0.1153, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.4618, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, build_cpu_time: 0.979, build_memory: 498770104, f_measure: 0.9868, kappa: 0.8906, kb_relative_information_score: 1119.5116, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9869, predictive_accuracy: 0.9871, prior_entropy: 0.3333, recall: 0.9871, relative_absolute_error: 0.1101, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1086, root_relative_squared_error: 0.4377, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, build_cpu_time: 0.913, build_memory: 1113985632, f_measure: 0.9858, kappa: 0.8802, kb_relative_information_score: 1115.1549, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9862, predictive_accuracy: 0.9863, prior_entropy: 0.3333, recall: 0.9863, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1106, root_relative_squared_error: 0.4456, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, build_cpu_time: 1.294, build_memory: 38536064, f_measure: 0.9875, kappa: 0.8956, kb_relative_information_score: 1124.7237, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9878, predictive_accuracy: 0.9879, prior_entropy: 0.3333, recall: 0.9879, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.4403, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, build_cpu_time: 2.346, build_memory: 110891728, f_measure: 0.9884, kappa: 0.9031, kb_relative_information_score: 1142.4402, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9886, predictive_accuracy: 0.9887, prior_entropy: 0.3333, recall: 0.9887, relative_absolute_error: 0.0938, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.4203, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, build_cpu_time: 5.274, build_memory: 324709512, f_measure: 0.9876, kappa: 0.8968, kb_relative_information_score: 1123.988, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9877, predictive_accuracy: 0.9879, prior_entropy: 0.3333, recall: 0.9879, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.4425, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9138, build_cpu_time: 11.618, build_memory: 206510808, f_measure: 0.9867, kappa: 0.8879, kb_relative_information_score: 1111.6254, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.987, predictive_accuracy: 0.9871, prior_entropy: 0.3333, recall: 0.9871, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.457, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, build_cpu_time: 3.353, build_memory: 163843928, f_measure: 0.9523, kappa: 0.5983, kb_relative_information_score: 603.423, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9512, predictive_accuracy: 0.9542, prior_entropy: 0.3333, recall: 0.9542, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.214, root_relative_squared_error: 0.8622, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, build_cpu_time: 1.884, build_memory: 813772072, f_measure: 0.9523, kappa: 0.5983, kb_relative_information_score: 603.423, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9512, predictive_accuracy: 0.9542, prior_entropy: 0.3333, recall: 0.9542, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.214, root_relative_squared_error: 0.8622, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, build_cpu_time: 1.865, build_memory: 371264128, f_measure: 0.9523, kappa: 0.5983, kb_relative_information_score: 603.423, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9512, predictive_accuracy: 0.9542, prior_entropy: 0.3333, recall: 0.9542, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.214, root_relative_squared_error: 0.8622, scimark_benchmark: 944.4197,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, build_cpu_time: 26.902, build_memory: 2142934456, f_measure: 0.9823, kappa: 0.8502, kb_relative_information_score: 1065.4606, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.3333, recall: 0.9831, relative_absolute_error: 0.1379, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.508, scimark_benchmark: 936.0117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, build_cpu_time: 13.556, build_memory: 2261567016, f_measure: 0.9806, kappa: 0.8359, kb_relative_information_score: 1029.0874, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.981, predictive_accuracy: 0.9815, prior_entropy: 0.3333, recall: 0.9815, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.132, root_relative_squared_error: 0.5318, scimark_benchmark: 906.4221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, build_cpu_time: 7.499, build_memory: 1020674144, f_measure: 0.9831, kappa: 0.8564, kb_relative_information_score: 1060.4963, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9837, predictive_accuracy: 0.9839, prior_entropy: 0.3333, recall: 0.9839, relative_absolute_error: 0.1369, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.5056, scimark_benchmark: 937.4026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, build_cpu_time: 2.207, build_memory: 1013352520, f_measure: 0.9869, kappa: 0.8919, kb_relative_information_score: 1096.3719, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9869, predictive_accuracy: 0.9871, prior_entropy: 0.3333, recall: 0.9871, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.4333, scimark_benchmark: 906.4221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9585, build_cpu_time: 0.089, build_memory: 252185568, f_measure: 0.9755, kappa: 0.7973, kb_relative_information_score: 786.0383, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9752, predictive_accuracy: 0.9759, prior_entropy: 0.3333, recall: 0.9759, relative_absolute_error: 0.3191, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.145, root_relative_squared_error: 0.5842, scimark_benchmark: 947.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, build_cpu_time: 0.882, build_memory: 788556056, f_measure: 0.9759, kappa: 0.7912, kb_relative_information_score: 887.8349, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.977, predictive_accuracy: 0.9775, prior_entropy: 0.3333, recall: 0.9775, relative_absolute_error: 0.3066, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.5025, scimark_benchmark: 933.9469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, build_cpu_time: 0.276, build_memory: 860687680, f_measure: 0.9889, kappa: 0.9116, kb_relative_information_score: 1091.3163, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9893, predictive_accuracy: 0.9887, prior_entropy: 0.3333, recall: 0.9887, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.4015, scimark_benchmark: 936.7073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, build_memory: 557016576, f_measure: 0.9523, kappa: 0.5983, kb_relative_information_score: 603.423, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9512, predictive_accuracy: 0.9542, prior_entropy: 0.3333, recall: 0.9542, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.214, root_relative_squared_error: 0.8622, scimark_benchmark: 932.1837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 1.017, build_memory: 539379704, f_measure: 0.9022, kb_relative_information_score: 296.6182, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.8725, predictive_accuracy: 0.9341, prior_entropy: 0.3333, recall: 0.9341, relative_absolute_error: 0.5526, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0345, scimark_benchmark: 937.4673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.232, build_memory: 837254056, f_measure: 0.9022, kb_relative_information_score: 296.6182, mean_absolute_error: 0.0659, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.8725, predictive_accuracy: 0.9341, prior_entropy: 0.3333, recall: 0.9341, relative_absolute_error: 0.5526, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0345, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7056, build_cpu_time: 0.32, build_memory: 1424322544, f_measure: 0.9509, kappa: 0.5478, kb_relative_information_score: 667.082, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9559, predictive_accuracy: 0.9582, prior_entropy: 0.3333, recall: 0.9582, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.8238, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9284, build_cpu_time: 0.161, build_memory: 756880616, f_measure: 0.966, kappa: 0.7034, kb_relative_information_score: 473.7482, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9667, predictive_accuracy: 0.9687, prior_entropy: 0.3333, recall: 0.9687, relative_absolute_error: 0.438, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.6627, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, build_cpu_time: 0.33, build_memory: 1258567048, f_measure: 0.9759, kappa: 0.7912, kb_relative_information_score: 961.2774, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.977, predictive_accuracy: 0.9775, prior_entropy: 0.3333, recall: 0.9775, relative_absolute_error: 0.2418, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.4988, scimark_benchmark: 933.4176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, build_cpu_time: 0.342, build_memory: 222542256, f_measure: 0.9759, kappa: 0.7912, kb_relative_information_score: 961.2774, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.977, predictive_accuracy: 0.9775, prior_entropy: 0.3333, recall: 0.9775, relative_absolute_error: 0.2418, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.4988, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, build_cpu_time: 0.059, build_memory: 378344176, f_measure: 0.9861, kappa: 0.8858, kb_relative_information_score: 1072.7823, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9861, predictive_accuracy: 0.9863, prior_entropy: 0.3333, recall: 0.9863, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.4488, scimark_benchmark: 927.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, build_cpu_time: 0.06, build_memory: 919855216, f_measure: 0.9861, kappa: 0.8858, kb_relative_information_score: 1072.7823, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1193, number_of_instances: 1244, precision: 0.9861, predictive_accuracy: 0.9863, prior_entropy: 0.3333, recall: 0.9863, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.2482, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.4488, scimark_benchmark: 943.9113,

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