This study proposes an efficacious approach to analyze the over-dispersed insurance frequency data as it is imperative … for the insurers to have decisive informative insights for precisely underwriting and pricing insurance products …, retaining existing customer base and gaining an edge in the highly competitive retail insurance market. The delta boosting …

The growing trend in the number and severity of auto insurance claims creates a needfor new methods to efficiently … study considers how automotive insurance providers incorporate machinery learning intheir company, and explores how ML … models can apply to insurance big data. We utilize various MLmethods, such as logistic regression, XGBoost, random forest …

The medical services market in Poland is financed mainly with funds from national health insurance, yet year by year …) health insurance, medical care is primarily financed directly by the patient and possibly by his employer (occupational … private health insurance in Poland, including a presentation of the structure of private healthcare expenses in Poland. …