Using a machine learning approach for property market analysis

• 主要作者: Xu, Mengxing
• 其他作者: Kong Wai-Kin Adams
• 格式: Final Year Project
• 語言: English
• 出版: 2016
• 主題: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• 在線閱讀: http://hdl.handle.net/10356/67393
• 機構: Nanyang Technological University

This report aims to predict the property market trend for Singapore and Hong Kong with Python and some packages including pandas and scikit-learn. A machine learning approach was applied to perform the predictions with three regression models selected. Raw data was collected from the region or count...