Knowledge Graph — Coursera Notes › Academic disciplines › Information Technology / Computer Science › Artificial Intelligence › Machine Learning & Data › Model Testing › Test case design

Performance thresholds

concept · part of Test case design

Test case design also includes performance testing with specific thresholds for metrics like accuracy, precision, recall, F1-score, and latency. For example, a test may assert that accuracy > 0.95 or response time < 100ms. These thresholds are defined based on business requirements and model validation results.

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