Developing a Fidelity Evaluation Approach for Interpretable Machine Learning.
Mythreyi VelmuruganChun OuyangCatarina MoreiraRenuka SindhgattaPublished in: CoRR (2021)
Keyphrases
- machine learning
- information extraction
- inductive learning
- learning tasks
- neural network
- pattern recognition
- decision trees
- artificial intelligence
- supervised learning
- machine learning algorithms
- evaluation method
- machine learning and data mining
- multiscale
- comparative evaluation
- evaluation methods
- gold standard
- quality assessment
- evaluation metrics
- learning algorithm
- natural language processing
- knowledge representation
- data analysis
- computer science
- database systems
- reinforcement learning