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Table 3 RRegrs execution time (in seconds) for one split of Boston House dataset

From: RRegrs: an R package for computer-aided model selection with multiple regression models

Method Repeated CV LOOCV
LM 11.97 1.78
GLM 2.14 5.48
PLS 0.99 1.40
Lasso 1.32
ENET 12.70 45.30
SVM radial 4.62 13.77
NN 12.53 49.97
RF 88.89
RF-RFE 3.89
SVM-RFE 46.36