Repository for the paper "From global to local MDI variable importances for random forests and when they are Shapley values"

Overview

From global to local MDI variable importances for random forests and when they are Shapley values

  • Antonio Sutera ([email protected])
  • Gilles Louppe
  • Vân Anh Huynh-Thu
  • Louis Wehenkel
  • Pierre Geurts

Installation

To install the package LocalMDI_cy

python setuplocalmdi.py build_ext --inplace

Main dependencies


License: BSD 3 clause

Contact: Antonio Sutera

Owner
Antonio Sutera
Antonio Sutera
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