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

Equivalence partitioning

concept · part of Test case design

Test case design also employs equivalence partitioning, which divides the input space into partitions where the model is expected to behave similarly. Each partition represents a subset of inputs with shared characteristics, reducing total test cases by grouping similar inputs. For example, in classification, inputs are divided by predicted classes; for numeric predictions, value ranges are tested for consistent performance.

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