Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attribution Explainability

Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen +3

Deep neural network predictions are notoriously difficult to interpret. Feature attribution methods aim to explain these predictions by identifying the contribution of each input f…