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Spectral Zones-Based SHAP/LIME: Enhancing Interpretability in Spectral Deep Learning Models Through Grouped Feature Analysis.

Anal Chem · 2024 · PMC11447665 · PMID 39289923

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15 Nevertheless, the application of XAI in spectroscopy remains relatively unexplored. Few studies have been conducted, and there is a clear trend of adapting methods from other data types, such as images and multivariate data, to spectroscopic analysis.

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