Last updated 2022-03-28
This subdirectory depends on the postgis database, in particular the records created by 5-select_modeled_centroids.py
. It contains two scripts, one which preprocesses data for the Tier 3 model, and another that generates predictions and write those to the staging path for src/combine_tiers.py
, which compiles the final TEMM spatial layer.
In order, run 01_preprocess.R
followed by 02_linear.R
.
For preprocessing and modeling documentation, see: src/analysis/sandbox/model_explore/model_march.html
.
The code herein was originally prototyped in the "model_explore" Little Sandbox, which contains additional models (random forest, xgboost) and superseded code (archived preprocess and linear model scripts).