Provenance-based Explanations for Machine Learning (ML) Models.
Justin TurnauNkechi AkwariSeokki LeeDwarkesh RajputPublished in: ICDEW (2023)
Keyphrases
- machine learning
- decision trees
- pattern recognition
- artificial intelligence
- data analysis
- machine learning algorithms
- data mining
- metadata
- machine learning approaches
- learning models
- machine learning methods
- explanatory power
- machine learning models
- experimental data
- fine grained
- maximum likelihood
- knowledge discovery
- knowledge representation
- probabilistic model
- expert systems
- reinforcement learning
- database systems
- genetic algorithm