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Urban-Analytics-Technology-Platform
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demoland-project
Developing a modelling system to quantify features of land use in urban environments, UK based
https://urban-analytics-technology-platform.github.io/demoland-project/
MIT License
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Improving predictive models
#31
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martinfleis
closed
1 year ago
martinfleis
commented
1 year ago
[x] creating scenarios within the classes a model has seen (check the result)
[x] try linear regression or looking at partial dependency plots (use the most important features)
[x] training on all of England excluding London
[x] explore including postcode latent vectors and figure out how to change them according to a scenario
[x] sample the actual OA values instead of creating synthetic data from distributions