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Table 5 Area under the receiver operating characteristic curve1 for each model and breed line in the field pig data

From: Genome-wide prediction of discrete traits using bayesian regressions and machine learning

  TBA BL RF L2B LhB
Line A 0.64 0.65 0.67 0.55 0.60
Line B 0.70 0.69 0.73 0.60 0.72
Line C 0.62 0.62 0.67 0.67 0.66
  1. TBA = Threshold Bayes A; BTL = Bayesian Threshold LASSO; RF = Random Forest; L2B = L2-boosting algorithm; LhB = Lh-boosting algorithm
  2. 1Higher value is desirable; the best value for each line is in bold face
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Genetics Selection Evolution

ISSN: 1297-9686