Shapley Chains: Extending Shapley Values to Classifier Chains

Célia Wafa Ayad, Thomas Bonnier, Benjamin Bosch +1

In spite of increased attention on explainable machine learning models, explaining multi-output predictions has not yet been extensively addressed. Methods that use Shapley values…