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Train interpretable model (XGBoost GBM) to predict expected flight fares per-mile, use SHAP to explain why fare is inflated. Produce corridor rankings (cost-effectiveness), suggest cheaper corridors.
Will you raise a cat or will you be a merciless cat killer?