Visualizing Variable Importance and Variable Interaction Effects in
Machine Learning Models

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Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models

9 August 2021

Andrew C. Parnell

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Papers citing "Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models"

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Title
Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach Christoph Molnar Gunnar Konig B. Bischl Giuseppe Casalicchio 65 81 0 08 Jun 2020
colorspace: A Toolbox for Manipulating and Assessing Colors and Palettes A. Zeileis Jason C. Fisher K. Hornik Ross Ihaka C. McWhite Paul Murrell R. Stauffer Claus O. Wilke 30 152 0 14 Mar 2019
A Simple and Effective Model-Based Variable Importance Measure Brandon M. Greenwell Bradley C. Boehmke Andrew J. McCarthy FAtt TDI 40 229 0 12 May 2018
Interpreting Tree Ensembles with inTrees Houtao Deng 89 245 0 23 Aug 2014