From: RRegrs: an R package for computer-aided model selection with multiple regression models
RRegrs method | Housing | Computer hardware | Red wine quality | Automobile | Parkinson telemonitoring |
---|---|---|---|---|---|
LM | 0.707 | 0.822 | 0.355 | 0.824 | 0.154 |
GLM | 0.709 | 0.825 | 0.353 | 0.824 | 0.153 |
PLS | 0.266 | 0.740 | 0.066 | 0.757 | 0.091 |
LASSO | 0.704 | 0.828 | 0.354 | 0.831 | 0.154 |
ENET | 0.705 | 0.826 | 0.354 | 0.830 | 0.154 |
SVRM | 0.845 | 0.765 | 0.396 | 0.853 | 0.637 |
NN | 0.688 | 0.824 | 0.352 | 0.829 | 0.142 |
RF | 0.874 | 0.907 | 0.500 | 0.915 | 0.972 |
RF-RFE | 0.875 | 0.903 | 0.501 | 0.914 | 0.900 |
SVM-RFE | 0.717 | 0.742 | 0.383 | 0.714 | 0.479 |