Garcia et al 2014

My first ever attempt at creating something. The idea was to take a complex paper that had important concepts and make those concepts understandable to the non-expert with a little bit of guidance and clarification.

SpamBase Modeling Process and Evaluation

Here is a jupyter notebook where I proceed through extremely simple modeling processes with a focus on model evaluation to include Partial Dependence Plots and SHAP Values. It is written in a casual explanatory tone. The notebook pulls the Spambase dataset from openML so data is not needed locally to run the notebook.