purge: Purge Training Data from Models

Enables the removal of training data from fitted R models while retaining predict functionality. The purged models are more portable as their memory footprints do not scale with the training sample size.

Install the latest version of this package by entering the following in R:
install.packages("purge")
AuthorMarc Maier [cre], Chaoqun Jia [ctb], MassMutual Advanced Analytics [aut] (http://datascience.massmutual.com)
Date of publication2017-02-12 08:31:10
MaintainerMarc Maier <mmaier@massmutual.com>
LicenseMIT + file LICENSE
Version0.2.1

View on CRAN

Functions

purge Man page
purge.coxph Man page
purge.default Man page
purge.glm Man page
purge.glmerMod Man page
purge.lm Man page
purge.merMod Man page
purge.randomForest Man page
purge.ranger Man page
purge.rpart Man page

Files

tests
tests/testthat.R tests/purged.filesizes.R
tests/testthat
tests/testthat/test.purge.R
NAMESPACE
R
R/purge.R
README.md
MD5
DESCRIPTION
man
man/purge.Rd
LICENSE

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.