Friends Don't Let Friends Deploy Black-Box Models: The Importance of Intelligibility in Machine Learning.
Richard CaruanaPublished in: KDD (2019)
Keyphrases
- black box
- machine learning
- metamodel
- black boxes
- hybrid systems
- machine learning methods
- rule extraction
- machine learning approaches
- white box testing
- white box
- machine learning algorithms
- learning models
- model selection
- software development
- machine learning models
- object oriented
- probabilistic model
- learning algorithm