Alibaba Cloud Native
Nov 13, 2026 · Artificial Intelligence
Decision Models in Production: Threshold Tuning, Calibration & Training Essentials
This article details how to properly deploy decision models like Jev for automated evaluations, covering threshold tuning via cross-validation, probability calibration with Platt scaling, training loss design using strictly proper scoring rules, and practical techniques for atomic judge decomposition and cost-effective inference.
Brier scoreDecision ModelsLLM-as-a-Judge
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