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 | Tabular | Sobol indices show how much of the variation in a model's output can be traced to each of its inputs. The analyst sets a... |
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