Forecasting resale house prices using machine learning models

• المؤلف الرئيسي: Krithika Jayaraman Karthikeyan
• مؤلفون آخرون: Josephine Chong Leng Leng
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Mathematical Sciences; Machine learning; Prediction
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181191
• المؤسسة: 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...