caplime: Conic Adaptive Piecewise Local Explanations
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 |
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