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 | – |