Accuracy Assessment of CatBoost for Storm Damage

Abstract

This paper explores the use of gradient boosting to quantify the economic damage caused by storms and classify storm events as severe or mild. The study draws on a historical disaster open database. These figures confirm gradient boosting s high accuracy in analysing extreme meteorological events for insurance.