Shapley variable importance clouds for interpretable machine learning.
Yilin NingMarcus Eng Hock OngBibhas ChakrabortyBenjamin Alan GoldsteinDaniel Shu Wei TingRoger VaughanNan LiuPublished in: CoRR (2021)
Keyphrases
- machine learning
- machine learning methods
- machine learning and data mining
- learning algorithm
- computer vision
- pattern recognition
- learning systems
- data mining
- artificial intelligence
- machine learning algorithms
- learning tasks
- game theory
- cloud computing
- data analysis
- feature selection
- relative importance
- machine learning approaches
- inductive learning
- neural network
- explanation based learning
- data sets
- stable marriage
- knowledge acquisition
- computational intelligence
- text mining
- natural language processing
- active learning
- natural language