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Table 6 Average computing time to complete each fold of 5-fold CV according to different genomic prediction methods

From: Using machine learning to improve the accuracy of genomic prediction of reproduction traits in pigs

Method TNB NBA
GBLUP 2 min 6 s 2 min 2 s
ssGBLUP 3 min 12 s 3 min 16 s
BayesHE 3 h 57 min 1 s 3 h 35 min 13 s
SVR 5 min 27 s 5 min 7 s
KRR 1 min 4 s 1 min 16 s
RF 50 min 38 s 56 min 16 s
Adaboost.R2_SVR 1 h 35 min 13 s 1 h 15 min 28 s
Adaboost.R2_KRR 5 min 3 s 5 min 16 s