Explaining a machine learning decision to physicians via counterfactuals.
Supriya NageshNina MishraYonatan NaamadJames M. RehgMehul A. ShahAlexei WagnerPublished in: CoRR (2023)
Keyphrases
- support vector machine
- machine learning
- decision making
- machine learning methods
- decision support
- decision support system
- data analysis
- decision makers
- text classification
- clinical diagnosis
- medical data
- learning algorithm
- data mining
- pattern recognition
- genetic algorithm
- supervised learning
- knowledge representation
- knowledge acquisition
- learning systems
- decision rules
- decision trees
- learning tasks
- decision process
- causal models
- computational biology
- logical language