Woodelf++ computes exact and approximate PDPs, Joint-PDPs, and Any-Order-PDIVs for decision tree ensembles with up to exponential speedups by deriving metrics over pseudo-Boolean functions.
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Woodelf++: A Fast and Unified Partial Dependence Plot Algorithm for Decision Tree Ensembles
Woodelf++ computes exact and approximate PDPs, Joint-PDPs, and Any-Order-PDIVs for decision tree ensembles with up to exponential speedups by deriving metrics over pseudo-Boolean functions.