Fit GaussianNB on numerics and CategoricalNB on encoded categoricals; compare.
Concepts: Bayes' theorem; conditional independence assumption; priors
Project A: CategoricalNB on the merged categorical columns: fast baseline with surprisingly decent recall.
Project B: Not applicable (classification-only method).
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