Visualization of explainable artificial intelligence for GeoAI

Shapley additive explanations are a widely used technique for explaining machine learning models. They can be applied to basically any type of model and provide both global and local explanations. While there are different plots available to visualize Shapley values, there is a lack of suitable visu...

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Bibliographic Details
Main Author: Cédric Roussel
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-08-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2024.1414923/full