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 |