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Efficient nonparametric statistical inference on population feature
  importance using Shapley values

Efficient nonparametric statistical inference on population feature importance using Shapley values

16 June 2020
B. Williamson
Jean Feng
    FAtt
ArXivPDFHTML

Papers citing "Efficient nonparametric statistical inference on population feature importance using Shapley values"

3 / 3 papers shown
Title
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python
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
109
2
0
02 Apr 2025
A Comprehensive Study of Shapley Value in Data Analytics
A Comprehensive Study of Shapley Value in Data Analytics
Hong Lin
Shixin Wan
Zhongle Xie
Ke Chen
Meihui Zhang
Lidan Shou
Gang Chen
119
0
0
02 Dec 2024
Measuring the Driving Forces of Predictive Performance: Application to Credit Scoring
Measuring the Driving Forces of Predictive Performance: Application to Credit Scoring
Hué Sullivan
Hurlin Christophe
Pérignon Christophe
Saurin Sébastien
46
0
0
12 Dec 2022
1