XAItest

XAItest: Enhancing Feature Discovery with eXplainable AI

Bioconductor version: 3.23 · Package version: 1.4.0

XAItest is an R Package that identifies features using eXplainable AI (XAI) methods such as SHAP or LIME. This package allows users to compare these methods with traditional statistical tests like t-tests, empirical Bayes, and Fisher's test. Additionally, it includes simThresh, a system that enables the comparison of feature importance with p-values by incorporating calibrated simulated data.

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("XAItest")