Anytime Approximate Formal Feature Attribution

no code implementations • 12 Dec 2023 • Jinqiang Yu, Graham Farr, Alexey Ignatiev, Peter J. Stuckey

A recent alternative is so-called formal feature attribution (FFA), which defines feature importance as the fraction of formal abductive explanations (AXp's) containing the given feature.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1