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

• المؤلف الرئيسي: Peng, Yangling
• مؤلفون آخرون: Wong Kin Shun, Terence
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering; Machine learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176996
• المؤسسة: Nanyang Technological University

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...