Explainability
Interaction Effects
Analyses feature interactions and their effects (e.g., Sobol Indices, Factor Analysis)
1 technique in this subcategory
1 techniques
| Goals | Models | Data Types | Description | |||
|---|---|---|---|---|---|---|
| Sobol Indices | Algorithmic | Architecture/model Agnostic Requirements/black Box | Any | Sobol Indices quantify how much each input feature contributes to the total variance in a model's predictions through... |
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