Explainability
Local Surrogates
Approximates model behaviour around specific instances (e.g., LIME)
1 technique in this subcategory
1 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Local Interpretable Model-Agnostic Explanations | Algorithmic | Architecture/model Agnostic Requirements/black Box | Any | LIME (Local Interpretable Model-agnostic Explanations) explains individual predictions by approximating the complex... |
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