Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property

Yuya Yoshikawa, Masanari Kimura, Ryotaro Shimizu +1

Techniques that explain the predictions of black-box machine learning models are crucial to make the models transparent, thereby increasing trust in AI systems. The input features…