Explaining Explanations: An Approach to Evaluating Interpretability of Machine Learning.
Leilani H. GilpinDavid BauBen Z. YuanAyesha BajwaMichael A. SpecterLalana KagalPublished in: CoRR (2018)
Keyphrases
- machine learning
- generating explanations
- machine learning algorithms
- knowledge discovery
- machine learning methods
- learning algorithm
- text mining
- information extraction
- artificial intelligence
- data mining
- knowledge representation
- computer vision
- reinforcement learning
- explanation based learning
- natural language processing
- computational biology
- pattern recognition
- machine learning and data mining
- inductive learning
- rule base
- inductive logic programming
- learning systems
- prediction accuracy
- database systems
- text classification
- feature selection
- knowledge engineering
- computational intelligence
- machine learning approaches
- domain theory
- data structure
- search algorithm