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featurefinder: Feature Finder

Finds modelling features through a detailed analysis of model residuals using 'rpart' classification and regression trees. Scans the residuals of a model across subsets of the data to identify areas where the model prediction differs from the actual target variable. S. Chatterjee, A. S. Hadi (2006) <doi:10.1002/0470055464>.

Version: 1.1
Depends: R (≥ 3.2.0)
Imports: rpart, rpart.plot, utils, plyr, grDevices
Suggests: png, knitr, Metrics, mlr, gbm, randomForest
Published: 2018-12-03
DOI: 10.32614/CRAN.package.featurefinder
Author: Richard Davis [aut, cre]
Maintainer: Richard Davis <davisconsulting at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: featurefinder results

Documentation:

Reference manual: featurefinder.pdf
Vignettes: FeatureFinder

Downloads:

Package source: featurefinder_1.1.tar.gz
Windows binaries: r-devel: featurefinder_1.1.zip, r-release: featurefinder_1.1.zip, r-oldrel: featurefinder_1.1.zip
macOS binaries: r-release (arm64): featurefinder_1.1.tgz, r-oldrel (arm64): featurefinder_1.1.tgz, r-release (x86_64): featurefinder_1.1.tgz, r-oldrel (x86_64): featurefinder_1.1.tgz
Old sources: featurefinder archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.