Use a weights matrix for comps instead of a vector

ccao-data / model-res-avm

Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)

GNU Affero General Public License v3.0

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Use a weights matrix for comps instead of a vector #204

Closed jeancochrane closed 5 months ago

jeancochrane commented 5 months ago

This PR updates the comps pipeline in the interpret stage and the python/comps.py script to use tree weights that are specific to each observation rather than global to the whole set.

Check the most recent run for this branch in Batch to see a sample run.

Closes https://github.com/ccao-data/model-res-avm/issues/193.

jeancochrane commented 5 months ago

@dfsnow The run isn't complete yet, but I'm marking this as "ready for review" so it's on your radar tonight.