Sig-Lime: A Signal-Based Enhancement of Lime Explanation Technique
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3384277
Abstract: Interpreting machine learning models is facilitated by the widely employed locally interpretable model-agnostic explanation (LIME) technique. However, when extending LIME to signal data, its credibility falters due to perturbation techniques used to generate local datasets.… read more here.
Keywords: signal based; sig lime; lime signal; lime ... See more keywords