Skip to main content
Fig. 5 | BMC Genomics

Fig. 5

From: Genomic prediction using machine learning: a comparison of the performance of regularized regression, ensemble, instance-based and deep learning methods on synthetic and empirical data

Fig. 5

Predictive ability (PA; mean and range values computed across the 5-fold validation datasets and 10 replicates) of the regularized and adaptive regularized methods, computed as the Pearson correlation coefficient between the observed breeding values (OBVs) and the predicted breeding values (PBVs), for the KWS datasets. The choice of \(\lambda\), where applicable, was based on 4-fold CV. See Table S8 for details

Back to article page

BMC Genomics

ISSN: 1471-2164

Contact us