Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions.

Udo Schlegel Daniel A. Keim

Published in: CoRR (2023)

Keyphrases

dynamic time warping
similarity measure
distance measure
information systems
stability analysis
information content
evaluation measures
rand index
weather forecasting
non stationary
information theoretic
long term
information theory
decision trees
machine learning
error measure
multivariate time series