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

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

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

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

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