Explainability
Understanding Test
Tests whether people can predict or describe the model's behaviour from its explanations (e.g., forward simulation tests, think-aloud studies)
2 techniques in this subcategory
2 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Forward Simulation Test | Testing | Architecture/model Agnostic Requirements/black Box | Any | A forward simulation test checks whether people who have studied a model's explanations can predict the model's output... | ||
| Think-Aloud Study of Explanation Use | Testing | Architecture/model Agnostic Requirements/black Box | Any | A think-aloud study of explanation use asks a small number of participants to say what they are thinking while they use... |
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