Basically they were built via sequentially increasing complexity, but all are summarized in run_all_kfold_ultimate.py and run_all.py, though the latter is a dumbed down version without features as output. run_models.pynb is worth keeping as it contains a lot of visualization of model performance, something that isn't stored in the other two run files. I am making this issue here for now to remember to remove the old ones once we decide on where to place the model figure folder.
There are currently multiple files for the regression models.
Basically they were built via sequentially increasing complexity, but all are summarized in run_all_kfold_ultimate.py and run_all.py, though the latter is a dumbed down version without features as output. run_models.pynb is worth keeping as it contains a lot of visualization of model performance, something that isn't stored in the other two run files. I am making this issue here for now to remember to remove the old ones once we decide on where to place the model figure folder.