Increasing Performance And Sample Efficiency With Model-agnostic Interactive Feature Attributions

Joran Michiels, Maarten De Vos, Johan Suykens

Model-agnostic feature attributions can provide local insights in complex ML models. If the explanation is correct, a domain expert can validate and trust the model's decision. How…