Forecasting resale house prices using machine learning models

• 主要作者: Krithika Jayaraman Karthikeyan
• 其他作者: Josephine Chong Leng Leng
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Mathematical Sciences; Machine learning; Prediction
• 在線閱讀: https://hdl.handle.net/10356/181191

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...