Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables.

Rick Wilming Leo Kieslich Benedict Clark Stefan Haufe

Published in: CoRR (2023)

Keyphrases

real time
significant improvement
qualitative and quantitative
benchmark datasets
databases
data mining
machine learning
learning algorithm
preprocessing
computational cost
empirical studies
machine learning methods
computationally expensive
linear regression
causal models
theoretical issues