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bioc
XAItest:XAItest: Enhancing Feature Discovery with eXplainable AI
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 a system that enables the comparison of feature importance with p-values by incorporating calibrated simulated data.
Maintained by Ghislain FIEVET. Last updated 10 days ago.
softwarestatisticalmethodfeatureextractionclassificationregression
2.95 score