Regression Evaluation
An evaluation technique that checks whether system updates or model iterations introduce unexpected performance degrades.
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Related terms
A software testing practice that verifies recent code changes have not negatively affected existing functionality or introduced new bugs.
Offline EvaluationAn evaluation performed outside production using fixed datasets, test cases, or recorded interactions to assess an AI system before deployment.
Continuous EvaluationAn evaluation approach that continuously measures AI system performance throughout development and production to detect regressions and ensure quality.
Automated EvaluationAn evaluation method that uses software, benchmarks, metrics, or models to assess the quality, correctness, or performance of AI systems without manual review.
Model-based EvaluationAn evaluation approach that uses another trained model to assess the quality, correctness, safety, or other properties of an AI system's outputs.