vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models

20 October 2022

Papers citing "vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models"

5 / 5 papers shown

Title
Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models Alan N. Inglis Andrew C. Parnell C. Hurley FAtt 28 80 0 09 Aug 2021
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
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 16,990 0 16 Feb 2016
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 264 2,784 0 18 Aug 2015