rfFC: Random Forest Feature Contributions

Functions for extracting feature contributions from a random forest model from package 'randomForest'. Feature contributions provide detailed information about the relationship between data variables and the predicted value returned by random forest model.

AuthorAnna Palczewska <annawojak@gmail.com>, Richard Marchese Robinson <rmarcheserobinson@gmail.com>
Date of publication2015-05-14 21:22:26
MaintainerAnna Palczewska <annawojak@gmail.com>
LicenseGPL (>= 2)
Version1.0

View on R-Forge

Files

DESCRIPTION
NAMESPACE
R
R/checkForestUnanimity.R R/featureContrubutions.R R/getChanges.R R/getLocalIncrements.R R/predictBC.R R/prepareForPredictBC.R
data
data/ames.RData
man
man/ames.Rd man/checkForestUnanimity.Rd man/featureContributions.Rd man/getChanges.Rd
man/getLocalIncrements.rd
man/predictBC.rd
man/prepareForPredictBC.rd
src
src/featContrib.c
src/featContrib.h
src/featContribClass.c
src/forest.c
src/forestUnanimity.c

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.