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XAItest

Bioc current

XAItest: Enhancing Feature Discovery with eXplainable AI

v1.4.0 · software · MIT + file LICENSE
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Release Lineage

Entered 3.21 · Apr 16, 2025

Current · Requires R 4.6

1.0 In 3 of 49 releases 3.23

Description

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.

Code

Code metrics have not been computed for this package yet.

Topics

Software
Software › StatisticalMethod
Software › StatisticalMethod › FeatureExtraction
Software › StatisticalMethod › Classification
Software › StatisticalMethod › Regression

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