Tune LightGBM/CatBoost with 50–100 Optuna trials and pruning; plot optimisation history.
Concepts: Guided search; objective function; search space; pruning; reproducibility
Project A: Objective: CV business cost of CatBoost.
Project B: Objective: TimeSeriesSplit MAE of LightGBM.
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