model error

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Nov 26, 2021 · Artificial Intelligence

Solving Model Prediction Errors: A Comprehensive Bad‑Case Treatment Methodology

This article presents a step‑by‑step methodology for diagnosing and fixing model prediction errors—especially bad cases—in NLP and search systems, covering sample bias, threshold selection, preprocessing, post‑processing, validation cycles, and guidance on when to replace the model.