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Provides educational, base-R implementations of a ridge-penalized piecewise hinge regression model and local surrogate explanations for numerical prediction functions. Includes simplified variants inspired by local interpretable model-agnostic explanations (LIME) and a simplified bandwidth selection variant (OPTILIME), plus exploratory stability diagnostics.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Published: | 2026-10-29 |
| DOI: | 10.32614/CRAN.package.caplime (may not be active yet) |
| Author: | Nurgül Gökgöz Küçüksakallı [aut, cre] (affiliation: Department of Biomedical Engineering, Middle East Technical University), Vilda Purutçuoğlu [aut] (affiliation: Department of Statistics, Middle East Technical University) |
| Maintainer: | Nurgül Gökgöz Küçüksakallı <nurgul.gokgoz at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | caplime citation info |
| Materials: | README |
| CRAN checks: | caplime results |
| Reference manual: | caplime.html , caplime.pdf |
| Package source: | caplime_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: caplime_0.1.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): caplime_0.1.0.tgz, r-oldrel (arm64): caplime_0.1.0.tgz, r-release (x86_64): caplime_0.1.0.tgz, r-oldrel (x86_64): caplime_0.1.0.tgz |
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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.