Simplify linear baseline model and bump all R dependencies

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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Simplify linear baseline model and bump all R dependencies #190

Closed dfsnow closed 8 months ago

dfsnow commented 8 months ago

This PR simplifies the linear baseline model by removing the effect encoder step used in its preprocessing pipeline and replacing it with standard one-hot features. This is to reduce the dependency weight of the pipeline, as the embed recipes package has enormous sub-dependencies.

This PR also bumps all the R/renv dependencies used by each of the pipeline profiles to their latest version available on CRAN.

dfsnow commented 8 months ago

@jeancochrane @wrridgeway I'm merging this for expediency, but take a look Monday really quick.