The midr package builds a global additive surrogate for any black-box model by least-squares projection with strict centering constraints, yielding interpretable main effects, interactions, and SHAP-style attributions.
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midr: Learning from Black-Box Models by Maximum Interpretation Decomposition
The midr package builds a global additive surrogate for any black-box model by least-squares projection with strict centering constraints, yielding interpretable main effects, interactions, and SHAP-style attributions.