seniorModel Evaluation
What is counterfactual evaluation in ML systems?
Updated May 17, 2026
Short answer
It evaluates what would happen if different decisions were made.
Deep explanation
Counterfactual evaluation estimates outcomes under alternative actions using observational data. It is widely used in causal inference and recommendation systems.
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