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Resampling Comparison

What you'll see here

Same 5 models trained on 3 variants of the training data. Oversampling duplicates the Denied class; undersampling drops Certified rows to match.

Training controls

15 runs = 5 models × 3 sampling schemes. Test set is always the same held-out 30%.