Prediction of air quality index using machine learning

• Main Author: Cheah Jia'an
• Other Authors: Wong Kin Shun, Terence
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Machine learning
• Online Access: https://hdl.handle.net/10356/176459
• Institution: Nanyang Technological University

This project aimed to develop a machine-learning model for forecasting the Air Quality Index in Hong Kong with the use of historical and real time pollutant data. Through careful evaluation of the five machine learning models, this study aimed to identify the most effective model to predict air qual...