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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