MLOPS-BASICS5 MIN READ
Map Model Risk Before You Measure It
Identify risk context before choosing evaluation metrics or mitigations.
Risk A score will change ticket prioritization. Before metrics, the team needs to know who can be harmed by an error. Map before Measure Context determines what counts as good performance. Risk is measured against use, not against a leaderboard. 01 Decision 02 Harm 03 Measure 04 Manage Step 1 The model predicts escalation risk. Which context question should come before metric selection for this escalation-risk score? Step 2
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