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README.md
In RFinfer: Inference for Random Forests
RFinfer
About
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 (vignette('IJ_vig')).
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
Install from CRAN: install.packages('RFinfer')
Install latest version: devtools::install_github('cole-brokamp/RFinfer')
Infinitesimal Jackknife
This package is based on work completed for my dissertation. For more details, see: http://colebrokamp.com/dissertation
Try the RFinfer package in your browser
Any scripts or data that you put into this service are public.
RFinfer documentation built on May 30, 2017, 12:20 a.m.
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RFinfer
About
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 (vignette('IJ_vig')).
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
Install from CRAN: install.packages('RFinfer')
Install latest version: devtools::install_github('cole-brokamp/RFinfer')
Infinitesimal Jackknife
This package is based on work completed for my dissertation. For more details, see: http://colebrokamp.com/dissertation
Try the RFinfer package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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