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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 |
| Reference manual: | featurefinder.pdf |
| Vignettes: |
FeatureFinder |
| 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 |
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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.