Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects

David Köhler, David Rügamer, Matthias Schmid

Machine learning (ML) has seen significant growth in both popularity and importance. The high prediction accuracy of ML models is often achieved through complex black-box architect…