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Table 5 Efficiency of alternative LOOCV strategies for GBLUP

From: Efficient strategies for leave-one-out cross validation for genomic best linear unbiased prediction

 

Alternative LOOCV strategies

 
 

Naive MEM

Naive BVM

Efficient MEM

Efficient BVM I

Efficient BVM II

n=1,000; p=10,000

9,490.608

2,442.590

105.141

3.107

5.945

n=1,000; p=100

2.979

169.928

0.030

2.725

0.217

  1. Results are given for the computing time in seconds using naive MEM, naive BVM, efficient MEM, efficient BVM I and efficient BVM II
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Journal of Animal Science and Biotechnology

ISSN: 2049-1891