Metadata Incorporation

Problem

Different counties have different demographic distributions and geo-spatial properties. Therefore spread of infection varies a lot based on the size of the county, population density, population age, industries, etc.

Generating an embedding

Dummy supervised task

Unsupervised approaches

Using raw features

Incorporating embedding