Machine learning project for freight-rate prediction using HistGradientBoostingRegressor. Includes feature engineering, categorical encoding, date-based validation, performance metrics, validation predictions, and December 2025 rate forecasting.
python scikit-learn regression data-analytics machinelearning gradient-boosting-regressor freight-rate
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Updated
Sep 4, 2026 - Python