Published April 2, 2022 | Version v1

Leveraging Open Data to Predict Property Price

Description

This work describes how open data sources were geospatially linked to create a machine learning model that predicts property prices in England and Wales. The model achieves an average error of 11.4% for a single property, and this error comes down to 0.3% for the total value of a sample of 500 properties.

Files

GISRUK_2022_paper_22.pdf

Files (357.1 kB)

Name Size
md5:87a440168b1ff161dd36539589bdcabf
357.1 kB Preview Download