Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI.
Greta WarrenMark T. KeaneRuth M. J. ByrnePublished in: CoRR (2022)
Keyphrases
- feature extraction
- feature space
- structural information
- causal reasoning
- extracted features
- image features
- machine learning
- collaborative filtering
- salient features
- key features
- benchmark datasets
- information sources
- feature set
- co occurrence
- classification accuracy
- low level
- recommender systems
- feature vectors
- case study
- learning algorithm