Comparison of mean square prediction error (MSPE) for Bayes Ridge (BRR), Bayes Lasso (BL), Bayes LMM (BLMM), Support Vector Machine (SVM), and BAKR approximating a Gaussian kernel with bandwidth parameter value h =1. These results are based on fifty fold cross-validation, with the most accurate method for each phenotype is marked by a solid circle.