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A framework for risk-aware nitrogen prescriptions in precision agriculture, evaluated on a leakage-free group split of 10,000 samples from a Kaggle yield dataset. The selected tree-ensemble model achieved RMSE 1.531 and MAE 1.214, with conformal intervals reaching empirical coverage of 0.912 at a 0.90 target. Authored by Abuzar Khan and last updated on 2026-04-27.
License is CC-BY-4.0. The 9.4 MB file is a DOCX document, which may require extraction of tabular data.