Forecasting resale house prices using machine learning models

• Main Author: Krithika Jayaraman Karthikeyan
• Other Authors: Josephine Chong Leng Leng
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Mathematical Sciences; Machine learning; Prediction
• Online Access: https://hdl.handle.net/10356/181191
• Institution: Nanyang Technological University

This study examines the effectiveness of various machine learning models while identifying key factors that influence the resale prices of HDB flats in Singapore, utilizing extensive datasets sourced from data.gov.sg and OneMap API. The analysis includes a broad range of features, such as lease comm...