Risk-Informed Machine Learning Models for Renewal Classification in Motor Insurance

This study develops an interpretable machine learning framework for type 1 motor insurance renewal classification using 70,290 real-world Thai policies, providing essential insights for pricing, customer retention, and operational decision making. The dataset was partitioned into a 70% training set,...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Pichit Boonkrong, Junwei Yang, Xueyuan Huang, Teerawat Simmachan
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2026-03-01
Цуврал:	Risks
Нөхцлүүд:	customer retention analysis feature selection motor insurance analytics risk assessment SHAP explainability
Онлайн хандалт:	https://www.mdpi.com/2227-9091/14/3/57
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!