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Published: March 18, 2026 • Part of the Philippine Food Price Prediction series This post documents the upgraded system as deployed on March 18, 2026. Engineering validation companion This Blog page documents the March 18, 2026 system upgrade, test coverage, implementation architecture, alert pipeline,
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I wanted to know whether two decades of Philippine food-price data could produce a forecast that survives a real holdout period, not just a clean training score. I trained the Random Forest on 2000-2019 data and held out 2020-2023. It reached R² 0.91, MAE
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