Variable Selection Using Random Forests
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Documentation for package ‘VSURF’ version 1.2.0
Help Pages
| ail | Real-world data on PM10 pollution in Rouen area, France |
| gcm | Real-world data on PM10 pollution in Rouen area, France |
| gui | Real-world data on PM10 pollution in Rouen area, France |
| hri | Real-world data on PM10 pollution in Rouen area, France |
| jus | Real-world data on PM10 pollution in Rouen area, France |
| plot.VSURF | Plot of VSURF results |
| plot.VSURF_interp | Plot of VSURF results |
| plot.VSURF_pred | Plot of VSURF results |
| plot.VSURF_thres | Plot of VSURF results |
| PM10 | Real-world data on PM10 pollution in Rouen area, France |
| predict.VSURF | Predict method for VSURF object |
| print.VSURF | Print of VSURF results |
| rep | Real-world data on PM10 pollution in Rouen area, France |
| summary.VSURF | Summary of VSURF results |
| toys | A simulated dataset called toys data |
| tune | Tuning of the thresholding and interpretation steps of VSURF |
| tune.VSURF_interp | Tuning of the thresholding and interpretation steps of VSURF |
| tune.VSURF_thres | Tuning of the thresholding and interpretation steps of VSURF |
| VSURF | Variable Selection Using Random Forests |
| VSURF.default | Variable Selection Using Random Forests |
| VSURF.formula | Variable Selection Using Random Forests |
| VSURF_interp | Interpretation step of VSURF |
| VSURF_interp.default | Interpretation step of VSURF |
| VSURF_interp.formula | Interpretation step of VSURF |
| VSURF_pred | Prediction step of VSURF |
| VSURF_pred.default | Prediction step of VSURF |
| VSURF_pred.formula | Prediction step of VSURF |
| VSURF_thres | Thresholding step of VSURF |
| VSURF_thres.default | Thresholding step of VSURF |
| VSURF_thres.formula | Thresholding step of VSURF |