Investigating spatial and non-spatial cross-validation techniques

• Main Author: Kan, Kai Huai Feng
• Other Authors: Michele Nguyen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Cross-validation techniques
• Online Access: https://hdl.handle.net/10356/181133
• Institution: Nanyang Technological University

Accurately evaluating predictive models, especially when built for spatial data, remains a challenge due to the limitations of traditional cross-validation techniques. While spatial cross-validation techniques have been developed to address those challenges, there is still a lack of clear guidance o...