Information-theoretic Evolution of Model Agnostic Global Explanations.

Sukriti Verma Nikaash Puri Piyush Gupta Balaji Krishnamurthy

Published in: CoRR (2021)

Keyphrases

information theoretic
information theory
theoretic framework
minimum description length
probabilistic model
prior knowledge
mutual information
statistical models
data mining
bayesian networks
objective function
feature space
rough sets
mdl principle