Using a machine learning approach for property market analysis

• المؤلف الرئيسي: Xu, Mengxing
• مؤلفون آخرون: Kong Wai-Kin Adams
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2016
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/67393
• المؤسسة: 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...