Shapley variable importance cloud for interpretable machine learning.
Yilin NingMarcus Eng Hock OngBibhas ChakrabortyBenjamin Alan GoldsteinDaniel Shu Wei TingRoger VaughanNan LiuPublished in: Patterns (2022)
Keyphrases
- machine learning
- cloud computing
- learning algorithm
- game theory
- machine learning methods
- pattern recognition
- relative importance
- explanation based learning
- knowledge acquisition
- natural language processing
- feature selection
- decision trees
- artificial intelligence
- computer vision
- virtual machine
- text mining
- learning tasks
- learning systems
- inductive logic programming
- classification rules
- active learning
- multi agent
- unsupervised learning
- computer science
- text classification
- association rules
- information extraction
- knowledge representation