CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions.
Julia El ZiniMohammad MansourMariette AwadPublished in: CoRR (2023)
Keyphrases
- decision model
- unified model
- computational model
- generic model
- probabilistic model
- formal model
- theoretical framework
- classification models
- management system
- statistical model
- conceptual model
- probability distribution
- high level
- decision making
- data sets
- classification algorithm
- experimental data
- test data
- process model
- semi supervised
- similarity measure
- modeling framework
- mathematical framework