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Table 8 Computation times for estimation of SNP effects for five methods

From: A comparison of five methods to predict genomic breeding values of dairy bulls from genome-wide SNP markers

FR-LS RR-BLUP Bayes-R SVR PLSR
~3 min ~22 s ~421 min ~4 min ~8 s
  1. Results were obtained by calculating SNP effects for a single replicate of the training data; FR-LS: fixed regression-least squares; RR-BLUP: random regression-BLUP; Bayes-R: Bayesian regression; SVR: support vector regression; PLSR: partial least squares regression.