Login / Signup
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience.
Antonios Mamalakis
Elizabeth A. Barnes
Imme Ebert-Uphoff
Published in:
CoRR (2022)
Keyphrases
</>
lessons learned
significant improvement
case study
real world
cooperative
computational cost
empirical studies
regression problems
data mining techniques
machine learning algorithms
machine learning methods
statistical methods
linear regression
ordinary least squares
shows significant improvement