The Shape of Explanations: A Topological Account of Rule-Based Explanations in Machine Learning.
Brett MullinsPublished in: CoRR (2023)
Keyphrases
- active learning
- machine learning
- generating explanations
- expert systems
- shape analysis
- data mining
- topological properties
- shape descriptors
- data driven
- machine learning algorithms
- shape model
- learning tasks
- reinforcement learning
- computational intelligence
- medial axis
- domain theory
- shape recognition
- statistical shape model
- knowledge base
- explanatory power
- decision trees