Task
Supervised Classification on hypothyroid

Supervised Classification on hypothyroid

Task 3044 Supervised Classification hypothyroid 280 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, build_cpu_time: 1.174, build_memory: 101851960, f_measure: 0.9948, kappa: 0.9675, kb_relative_information_score: 1163.1949, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9945, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0616, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.2111, scimark_benchmark: 942.4702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9858, kappa: 0.9067, kb_relative_information_score: 1068.4593, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9871, predictive_accuracy: 0.9855, prior_entropy: 0.4715, recall: 0.9855, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4194, scimark_benchmark: 1311.7006, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9956, kappa: 0.9728, kb_relative_information_score: 1154.3766, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9952, predictive_accuracy: 0.996, prior_entropy: 0.4715, recall: 0.996, relative_absolute_error: 0.0685, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0418, root_relative_squared_error: 0.2172, scimark_benchmark: 1333.9912, usercpu_time_millis: 160, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1347.993, usercpu_time_millis: 70, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9923, kappa: 0.951, kb_relative_information_score: 1135.255, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9924, predictive_accuracy: 0.9928, prior_entropy: 0.4715, recall: 0.9928, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.058, root_relative_squared_error: 0.3018, scimark_benchmark: 1354.3488, usercpu_time_millis: 13330, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 13090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9858, kappa: 0.9067, kb_relative_information_score: 1068.4593, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9871, predictive_accuracy: 0.9855, prior_entropy: 0.4715, recall: 0.9855, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4194, scimark_benchmark: 1335.2357, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1317.5348, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1337.1928, usercpu_time_millis: 60, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1333.0982, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1393.8432, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1362.9924, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9858, kappa: 0.9067, kb_relative_information_score: 1068.4593, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9871, predictive_accuracy: 0.9855, prior_entropy: 0.4715, recall: 0.9855, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4194, scimark_benchmark: 1324.9519, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 908.2231, usercpu_time_millis: 90, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9915, kappa: 0.9451, kb_relative_information_score: 952.2638, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9912, predictive_accuracy: 0.992, prior_entropy: 0.4715, recall: 0.992, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.3779, scimark_benchmark: 1317.5857, usercpu_time_millis: 1040, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1324.7884, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1318.6467, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 930.5999, usercpu_time_millis: 90, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1338.5214, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9858, kappa: 0.9067, kb_relative_information_score: 1068.4593, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9871, predictive_accuracy: 0.9855, prior_entropy: 0.4715, recall: 0.9855, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4194, scimark_benchmark: 915.9028, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9915, kappa: 0.9451, kb_relative_information_score: 952.2638, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9912, predictive_accuracy: 0.992, prior_entropy: 0.4715, recall: 0.992, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.3779, scimark_benchmark: 949.7766, usercpu_time_millis: 1500, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 1190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.981, kappa: 0.8726, kb_relative_information_score: 990.5468, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9813, predictive_accuracy: 0.9807, prior_entropy: 0.4715, recall: 0.9807, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4751, scimark_benchmark: 1335.6555, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9858, kappa: 0.9067, kb_relative_information_score: 1068.4593, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9871, predictive_accuracy: 0.9855, prior_entropy: 0.4715, recall: 0.9855, relative_absolute_error: 0.1332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.4194, scimark_benchmark: 819.5729, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5102, f_measure: 0.8873, kappa: 0.0377, kb_relative_information_score: 291.547, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.928, predictive_accuracy: 0.9228, prior_entropy: 0.4715, recall: 0.9228, relative_absolute_error: 0.5246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1964, root_relative_squared_error: 1.0216, scimark_benchmark: 931.771, usercpu_time_millis: 9990, usercpu_time_millis_testing: 1610, usercpu_time_millis_training: 8380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9964, kappa: 0.9784, kb_relative_information_score: 1165.55, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.996, predictive_accuracy: 0.9968, prior_entropy: 0.4715, recall: 0.9968, relative_absolute_error: 0.0901, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.206, scimark_benchmark: 851.2074, usercpu_time_millis: 1820, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1810,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5102, f_measure: 0.8873, kappa: 0.0377, kb_relative_information_score: 291.547, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.928, predictive_accuracy: 0.9228, prior_entropy: 0.4715, recall: 0.9228, relative_absolute_error: 0.5246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1964, root_relative_squared_error: 1.0216, scimark_benchmark: 947.1781, usercpu_time_millis: 9280, usercpu_time_millis_testing: 1900, usercpu_time_millis_training: 7380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9923, kappa: 0.951, kb_relative_information_score: 1135.255, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9924, predictive_accuracy: 0.9928, prior_entropy: 0.4715, recall: 0.9928, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.058, root_relative_squared_error: 0.3018, scimark_benchmark: 935.5664, usercpu_time_millis: 8490, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 8400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.998, kappa: 0.9891, kb_relative_information_score: 1030.4956, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9976, predictive_accuracy: 0.9984, prior_entropy: 0.4715, recall: 0.9984, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0553, root_relative_squared_error: 0.2878, scimark_benchmark: 938.988, usercpu_time_millis: 60160, usercpu_time_millis_testing: 24280, usercpu_time_millis_training: 35880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9915, kappa: 0.9451, kb_relative_information_score: 952.2638, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9912, predictive_accuracy: 0.992, prior_entropy: 0.4715, recall: 0.992, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.3779, scimark_benchmark: 1051.249, usercpu_time_millis: 1650, usercpu_time_millis_testing: 370, usercpu_time_millis_training: 1280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 944.0133, usercpu_time_millis: 100, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9923, kappa: 0.951, kb_relative_information_score: 1135.255, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9924, predictive_accuracy: 0.9928, prior_entropy: 0.4715, recall: 0.9928, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.058, root_relative_squared_error: 0.3018, scimark_benchmark: 946.6409, usercpu_time_millis: 8020, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 7930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9464, kappa: 0.7105, kb_relative_information_score: 668.5659, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.949, predictive_accuracy: 0.9518, prior_entropy: 0.4715, recall: 0.9518, relative_absolute_error: 0.3346, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.7797, scimark_benchmark: 935.6052, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8834, kb_relative_information_score: 271.0023, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.8487, predictive_accuracy: 0.9212, prior_entropy: 0.4715, recall: 0.9212, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1985, root_relative_squared_error: 1.0322, scimark_benchmark: 941.9549, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9938, kappa: 0.9615, kb_relative_information_score: 1155.0274, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9938, predictive_accuracy: 0.9944, prior_entropy: 0.4715, recall: 0.9944, relative_absolute_error: 0.074, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0502, root_relative_squared_error: 0.2608, scimark_benchmark: 926.5859, usercpu_time_millis: 640, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 490,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9964, kappa: 0.9784, kb_relative_information_score: 1165.55, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.996, predictive_accuracy: 0.9968, prior_entropy: 0.4715, recall: 0.9968, relative_absolute_error: 0.0901, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0396, root_relative_squared_error: 0.206, scimark_benchmark: 1322.3407, usercpu_time_millis: 1310, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9915, kappa: 0.9451, kb_relative_information_score: 952.2638, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9912, predictive_accuracy: 0.992, prior_entropy: 0.4715, recall: 0.992, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.3779, scimark_benchmark: 1348.1311, usercpu_time_millis: 840, usercpu_time_millis_testing: 160, usercpu_time_millis_training: 680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5102, f_measure: 0.8873, kappa: 0.0377, kb_relative_information_score: 291.547, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.928, predictive_accuracy: 0.9228, prior_entropy: 0.4715, recall: 0.9228, relative_absolute_error: 0.5246, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1964, root_relative_squared_error: 1.0216, scimark_benchmark: 1352.06, usercpu_time_millis: 10730, usercpu_time_millis_testing: 1680, usercpu_time_millis_training: 9050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1288.1375, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9829, kappa: 0.8875, kb_relative_information_score: 1027.682, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9828, predictive_accuracy: 0.9831, prior_entropy: 0.4715, recall: 0.9831, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.4387, scimark_benchmark: 1288.1375, usercpu_time_millis: 60, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.981, kappa: 0.8726, kb_relative_information_score: 990.5468, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9813, predictive_accuracy: 0.9807, prior_entropy: 0.4715, recall: 0.9807, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0913, root_relative_squared_error: 0.4751, scimark_benchmark: 1333.6736, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, build_cpu_time: 565.833, build_memory: 23218848, f_measure: 0.9952, kappa: 0.9678, kb_relative_information_score: 1154.4482, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9953, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0768, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0451, root_relative_squared_error: 0.2346, scimark_benchmark: 939.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, build_cpu_time: 293.117, build_memory: 38695536, f_measure: 0.9952, kappa: 0.9678, kb_relative_information_score: 1154.8814, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9953, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0453, root_relative_squared_error: 0.2356, scimark_benchmark: 942.6348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, build_cpu_time: 0.016, build_memory: 36436232, f_measure: 0.9464, kappa: 0.7105, kb_relative_information_score: 774.4129, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.949, predictive_accuracy: 0.9518, prior_entropy: 0.4715, recall: 0.9518, relative_absolute_error: 0.419, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.124, root_relative_squared_error: 0.6451, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, build_cpu_time: 139.153, build_memory: 57452928, f_measure: 0.9952, kappa: 0.9678, kb_relative_information_score: 1154.897, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9953, predictive_accuracy: 0.9952, prior_entropy: 0.4715, recall: 0.9952, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0435, root_relative_squared_error: 0.2265, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, build_cpu_time: 0.01, build_memory: 102628552, f_measure: 0.9464, kappa: 0.7105, kb_relative_information_score: 773.8826, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.949, predictive_accuracy: 0.9518, prior_entropy: 0.4715, recall: 0.9518, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.6455, scimark_benchmark: 941.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, build_cpu_time: 47.622, build_memory: 2286403432, f_measure: 0.9964, kappa: 0.9784, kb_relative_information_score: 1150.8202, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.996, predictive_accuracy: 0.9968, prior_entropy: 0.4715, recall: 0.9968, relative_absolute_error: 0.0601, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0406, root_relative_squared_error: 0.2112, scimark_benchmark: 821.7292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, build_cpu_time: 8.928, build_memory: 1018111376, f_measure: 0.9916, kappa: 0.9459, kb_relative_information_score: 1159.6924, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9913, predictive_accuracy: 0.992, prior_entropy: 0.4715, recall: 0.992, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0546, root_relative_squared_error: 0.2837, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, build_cpu_time: 494.078, build_memory: 412339704, f_measure: 0.9972, kappa: 0.9838, kb_relative_information_score: 1212.7304, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9969, predictive_accuracy: 0.9976, prior_entropy: 0.4715, recall: 0.9976, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0346, root_relative_squared_error: 0.1797, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, build_cpu_time: 302.674, build_memory: 309761792, f_measure: 0.9862, kappa: 0.9101, kb_relative_information_score: 783.7529, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9866, predictive_accuracy: 0.9863, prior_entropy: 0.4715, recall: 0.9863, relative_absolute_error: 0.3893, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.5532, scimark_benchmark: 942.5873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, build_cpu_time: 0.987, build_memory: 542021272, f_measure: 0.9636, kappa: 0.7577, kb_relative_information_score: 835.0248, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9635, predictive_accuracy: 0.9638, prior_entropy: 0.4715, recall: 0.9638, relative_absolute_error: 0.2515, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1326, root_relative_squared_error: 0.6898, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, build_cpu_time: 0.704, build_memory: 1046225896, f_measure: 0.9932, kappa: 0.9561, kb_relative_information_score: 989.0534, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9927, predictive_accuracy: 0.9936, prior_entropy: 0.4715, recall: 0.9936, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.3583, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, build_cpu_time: 0.013, build_memory: 789224912, f_measure: 0.9844, kappa: 0.8957, kb_relative_information_score: 1058.1899, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9851, predictive_accuracy: 0.9839, prior_entropy: 0.4715, recall: 0.9839, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.087, root_relative_squared_error: 0.4524, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, build_cpu_time: 0.792, build_memory: 755756520, f_measure: 0.9624, kappa: 0.7488, kb_relative_information_score: 833.5739, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.962, predictive_accuracy: 0.963, prior_entropy: 0.4715, recall: 0.963, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.6743, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, build_cpu_time: 0.011, build_memory: 1003694792, f_measure: 0.9844, kappa: 0.8957, kb_relative_information_score: 1058.1899, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9851, predictive_accuracy: 0.9839, prior_entropy: 0.4715, recall: 0.9839, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.087, root_relative_squared_error: 0.4524, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, build_cpu_time: 0.901, build_memory: 2552681320, f_measure: 0.9932, kappa: 0.9561, kb_relative_information_score: 989.0534, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9927, predictive_accuracy: 0.9936, prior_entropy: 0.4715, recall: 0.9936, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.3583, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, build_cpu_time: 0.777, build_memory: 1623608832, f_measure: 0.9932, kappa: 0.9561, kb_relative_information_score: 989.0534, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9927, predictive_accuracy: 0.9936, prior_entropy: 0.4715, recall: 0.9936, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.3583, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, build_cpu_time: 0.199, build_memory: 831629512, f_measure: 0.9613, kappa: 0.7429, kb_relative_information_score: 813.0502, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9617, predictive_accuracy: 0.9614, prior_entropy: 0.4715, recall: 0.9614, relative_absolute_error: 0.2584, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.6715, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, build_cpu_time: 0.399, build_memory: 865098064, f_measure: 0.9616, kappa: 0.7434, kb_relative_information_score: 813.9671, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9612, predictive_accuracy: 0.9622, prior_entropy: 0.4715, recall: 0.9622, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.6774, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, build_cpu_time: 0.01, build_memory: 1086725032, f_measure: 0.9844, kappa: 0.8957, kb_relative_information_score: 1058.1899, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9851, predictive_accuracy: 0.9839, prior_entropy: 0.4715, recall: 0.9839, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.087, root_relative_squared_error: 0.4524, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, build_cpu_time: 0.75, build_memory: 973705696, f_measure: 0.9932, kappa: 0.9561, kb_relative_information_score: 989.0534, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9927, predictive_accuracy: 0.9936, prior_entropy: 0.4715, recall: 0.9936, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.3583, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, build_cpu_time: 0.791, build_memory: 1400787720, f_measure: 0.9932, kappa: 0.9561, kb_relative_information_score: 989.0534, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.9927, predictive_accuracy: 0.9936, prior_entropy: 0.4715, recall: 0.9936, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.3583, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9045, kappa: 0.3037, kb_relative_information_score: 698.1865, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.8858, predictive_accuracy: 0.9252, prior_entropy: 0.4715, recall: 0.9252, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.6485, scimark_benchmark: 1442.7264, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9045, kappa: 0.3037, kb_relative_information_score: 698.1865, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.8858, predictive_accuracy: 0.9252, prior_entropy: 0.4715, recall: 0.9252, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.6485, scimark_benchmark: 1372.2145, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9045, kappa: 0.3037, kb_relative_information_score: 698.1865, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.0736, number_of_instances: 1244, precision: 0.8858, predictive_accuracy: 0.9252, prior_entropy: 0.4715, recall: 0.9252, relative_absolute_error: 0.4575, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.6485, scimark_benchmark: 1287.514, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,

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