facet.inspection#
Learner inspection with standard local SHAP and global FACET metrics describing how features combine to contribute to all model predictions.
The LearnerInspector class computes the shap values and the associated metrics
of a learner pipeline which has been fitted using cross-validation.
Classes#
Explain a function based on SHAP values. |
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Explain an |
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Explain a native scikit-learn regressor or classifier based on SHAP values. |
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Data for use in SHAP plots provided by the shap package. |
Submodules#
Abstract base classes for model inspection. |
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Helper classes for SHAP calculations. |