Sohu Tech Products

Oct 9, 2025 · Artificial Intelligence

Open-Source Kaggle Solution: Predicting Multi-Market Commodity Prices with Tree Models

An open-source, Kaggle‑ranked solution for the Mitsui Commodity Prediction Challenge details data preprocessing, feature engineering, and multiple tree‑based modeling strategies—including multi‑target, single‑target, and price‑difference models—with code, evaluation metrics, and suggestions for further improvements.