Updated focus for the day which is getting a comparison running between my models, making sure my train, test splits are consistant and saved and I'm adding features.
Clean up code and add functions to store how train / test data is split to make sure its consistent when working across models.
Cleaned up code. Consolidated functions that were redundant. Stopped passing feature set and names since those can be pulled from vectorizer.
Added dir for storing graphs. Need to restart virtual env to get it to kick in.
Pulled out creating data into common file and created code in main that will reference saved data splits or create them depending on the need for the model. Reworked main to set the stage to run each model for different results. Still working on streamlining and improving script to run and compare models. Goal to get kfolds included separately from plot and grid search.