Causality-based Explanation of Classification Outcomes

Leopoldo Bertossi, Jordan Li, Maximilian Schleich +2

We propose a simple definition of an explanation for the outcome of a classifier based on concepts from causality. We compare it with previously proposed notions of explanation, an…