Package: limestab
Type: Package
Title: Stable Local Interpretable Model-Agnostic Explanations (LIME,
        OptiLIME, BayLIME, ALIME)
Version: 0.1.0
Authors@R: c(
    person("Simay", "Toparlak",
           email = "simay.toparlak@metu.edu.tr",
           role = c("aut"),
           comment = c(affiliation = "Department of Biomedical Engineering, Middle East Technical University")),
    person("Vilda", "Purutcuoglu",
           email = "vpurutcu@metu.edu.tr",
           role = c("aut", "cre"),
           comment = c(affiliation = "Department of Statistics, Middle East Technical University")))
Description: Provides four local explanation methods for tabular data:
        LIME, OptiLIME, BayLIME, and ALIME, together with the stability
        metrics used to compare them across repeated explanations of
        the same instance: the Coefficient Stability Index (CSI), the
        Variable Stability Index (VSI), Median Rank Matching Stability
        (MRMS), Point-Based Stability Index (PCSI), and Interval
        Coefficient Stability Index (ICSI). The methodology accompanies
        Toparlak and Purutcuoglu, "A Median-Based Framework for
        Assessing the Stability in XAI Tools" (manuscript under
        revision); the citation will be updated upon publication.
License: MIT + file LICENSE
Encoding: UTF-8
Depends: R (>= 3.6)
Imports: stats, utils
Suggests: xgboost, testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/roxygen2/version: 8.1.0
NeedsCompilation: no
Packaged: 2026-10-15 20:44:31 UTC; root
Author: Simay Toparlak [aut] (affiliation: Department of Biomedical
        Engineering, Middle East Technical University), Vilda
        Purutcuoglu [aut, cre] (affiliation: Department of Statistics,
        Middle East Technical University)
Maintainer: Vilda Purutcuoglu <vpurutcu@metu.edu.tr>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-15 16:30:12 UTC
RemoteUrl: https://github.com/cran/limestab
RemoteRef: HEAD
RemoteSha: bafba625b4d72e0b4bd54c7ac34f57c5c7e49886