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limestab  

Stable Local Interpretable Model-Agnostic Explanations (LIME, OptiLIME, BayLIME, ALIME)
View on CRAN: Click here


Download and install limestab package within the R console
Install from CRAN:
install.packages("limestab")

Install from Github:
library("remotes")
install_github("cran/limestab")

Install by package version:
library("remotes")
install_version("limestab", "0.1.0")



Attach the package and use:
library("limestab")
Maintained by
Vilda Purutcuoglu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-10-15
Latest Update: 2026-10-15
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.
How to cite:
Vilda Purutcuoglu (2026). limestab: Stable Local Interpretable Model-Agnostic Explanations (LIME, OptiLIME, BayLIME, ALIME). R package version 0.1.0, https://cran.r-project.org/web/packages/limestab. Accessed 24 Oct. 2026.
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