Determining the credit worthiness of retail banking customer by machine learning technique

• 主要作者: Peng, Yangling
• 其他作者: Wong Kin Shun, Terence
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Engineering; Machine learning
• 在線閱讀: https://hdl.handle.net/10356/176996

This research project conducts a comparative analysis of statistical and machine learning models for credit risk assessment, focusing on their performance in the context of imbalanced datasets common in loan default prediction. Traditional statistical models and advanced machine learning algorith...