Derivative-based Shapley value for global sensitivity analysis and machine learning explainability.
Hui DuanGiray ÖktenPublished in: CoRR (2023)
Keyphrases
- sensitivity analysis
- machine learning
- managerial insights
- influence diagrams
- variational inequalities
- machine learning methods
- decision trees
- game theory
- computer vision
- data mining
- support vector machine
- computer science
- active learning
- information extraction
- feature selection
- learning algorithm
- machine learning algorithms
- natural language processing
- supervised learning
- text mining
- learning tasks
- reinforcement learning
- explanation based learning
- knowledge representation
- decision variables
- solution concepts
- gaussian function
- artificial intelligence