For example, given a house costing £200,000 with the nearest school 1 mile away, then if a new school is built half a mile away then the model should predict the new price of the house.

This is being treated as a supervised learning regression problem.

Once the core functionality of the tool has been developed then the project will be extended so that a user can see which factors are the most limiting the price of properties in an area.