A set of add on tools for the 'randomForest' package.
R package for generating prediction and prediction variances from random forests. Read the vignettes for an introduction to the package (
vignette('RFinfer-examples')) and the theory behind the infinitesimal jackknife applied to random forest predictions (
Options for random forest include using a subsample or bootstrap sample for each tree and using either conditional inference tree or traditional CART used as base learners.
Install from CRAN:
Install latest version:
This package is based on work completed for my dissertation. For more details, see: http://colebrokamp.com/dissertation
NEWS.mdfile to track changes to the package.