Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model

25 April 2025

Papers citing "Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model"

3 / 3 papers shown

Title
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python Martin Jullum Lars Henry Berge Olsen Jon Lachmann Annabelle Redelmeier TDI FAtt 153 3 0 02 Apr 2025
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values K. Aas Martin Jullum Anders Løland FAtt TDI 88 629 0 25 Mar 2019
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 22,090 0 22 May 2017