Combining Structural and Unstructured Data: A Topic-based Finite Mixture Model for Insurance Claim Prediction

Yanxi Hou, Xiaolan Xia, Guangyuan Gao

Modeling insurance claim amounts and classifying claims into different risk levels are critical yet challenging tasks. Traditional predictive models for insurance claims often over…