Explainable machine learning and deep learning

• Main Author: Liao, Zhongtian
• Other Authors: Mao Kezhi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/167791
• Institution: Nanyang Technological University

The ability of machine learning to improve research, processes and products is significant. Nonetheless, one major challenge hindering its adoption is that computers do not provide explanations for the predictions made in general. This project aims to solve this problem by focusing on methods for ma...