The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits.
Marcelo ArenasPablo BarcelóLeopoldo E. BertossiMikaël MonetPublished in: AAAI (2021)
Keyphrases
- cost sensitive
- multi class
- active learning
- data mining
- feature extraction
- feature selection
- machine learning
- classification systems
- computational complexity
- classification accuracy
- data sets
- high speed
- classification algorithm
- image classification
- asynchronous circuits
- classification scheme
- document classification
- real valued
- pattern classification
- machine learning algorithms
- maximum likelihood
- text classification
- decision trees
- support vector machine
- feature space
- preprocessing
- pattern recognition
- support vector