A Machine-Learning-Based Business Analytical System for Insurance Customer Relationship Management and Cross-Selling
Xiaoguang Tian,
Jun Todorovic,
Zelimir Todorovic
Abstract:Effective cross-selling practices are integral to maintaining strong customer relationships and optimizing business processes within the insurance industry. This study presents a novel three-stage Machine Learning-Based System (MLBS) designed to enhance the identification of potential insurance customers and improve customer relationship management. This study proposes combining under sampling strategies and an ensemble approach to improve prediction performance. The proposed MLBS method involves selecting the… Show more
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