Explaining Explanations: An Overview of Interpretability of Machine Learning.
Leilani H. GilpinDavid BauBen Z. YuanAyesha BajwaMichael A. SpecterLalana KagalPublished in: DSAA (2018)
Keyphrases
- machine learning
- generating explanations
- data mining
- knowledge acquisition
- machine learning methods
- feature selection
- information extraction
- inductive learning
- learning algorithm
- machine learning and data mining
- computational biology
- prediction accuracy
- data analysis
- text mining
- supervised learning
- case based reasoning
- machine learning algorithms
- learning tasks
- artificial intelligence
- computer vision
- decision trees
- learning systems
- real world
- search engine
- statistical learning
- knowledge engineering
- bayesian networks
- data sets
- learning environment
- pattern recognition
- unsupervised learning
- model selection
- active learning
- computational intelligence
- support vector machine