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Class imbalance is diagnosed but not acted on #2

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@siddharthgaur1

The run in the README correctly identifies the recall problem in its narrative but doesn't act on it — no class weighting, threshold tuning against a business cost, or SMOTE. Should pick and apply a mitigation, not just report the imbalance.

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