Instance-Level Explanations for Fraud Detection: A Case Study

Dennis Collaris, Leo M. Vink, Jarke J. van Wijk

Fraud detection is a difficult problem that can benefit from predictive modeling. However, the verification of a prediction is challenging; for a single insurance policy, the model…