Enhancing loan approval decision-making: an interpretable machine learning approach using LightGBM for digital economy development / Teuku Rizky Noviandy, Ghalieb Mutig Idroes and Irsan Hardi

• Main Authors: Noviandy, Teuku Rizky, Idroes, Ghalieb Mutig, Hardi, Irsan
• Format: Article
• Language: English
• Published: Universiti Teknologi MARA 2024
• Subjects: Machine learning
• Online Access: https://ir.uitm.edu.my/id/eprint/62001/1/62001.pdf; https://ir.uitm.edu.my/id/eprint/62001/
• Institution: Universiti Teknologi Mara

This study aims to enhance loan approval decision-making in the digital economy using an interpretable machine learning approach. The primary research question investigates how integrating an interpretable machine learning approach can improve the accuracy and transparency of loan approval processes...