Throw 27 regressors and 7 classifiers at PF2e creature statblocks.
Just to see if there are any correlations...
A final VotingRegressor and VotingClassifier are trained with the top 3 regressors and classifiers.
This was my senior project.
Note: The test set (unseen data) was 10% of the data set. This may be adjusted in the function split_data().
Python 3, numpy, pandas, scikit (sklearn)
Code, LaTeX, and project PDFs licensed under CC-BY-4.0.
Scraped statblock data, and PF2e trademarks copyright to Paizo, licensed under the Paizo Inc. Community Use Policy.
Dataset: https://pathfinderdashboard.com/