Variable Selection Using Random Forests


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Documentation for package ‘VSURF’ version 0.8.2

Help Pages

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
print.VSURF Print of VSURF results
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.interp.parallel Interpretation step of VSURF
VSURF.interp.parallel.default Interpretation step of VSURF
VSURF.interp.parallel.formula Interpretation step of VSURF
VSURF.parallel Variable Selection Using Random Forests
VSURF.parallel.default Variable Selection Using Random Forests
VSURF.parallel.formula Variable Selection Using Random Forests
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
VSURF.thres.parallel Thresholding step of VSURF
VSURF.thres.parallel.default Thresholding step of VSURF
VSURF.thres.parallel.formula Thresholding step of VSURF