Model-Agnostic Interpretability of Machine Learning.
Marco Túlio RibeiroSameer SinghCarlos GuestrinPublished in: CoRR (2016)
Keyphrases
- machine learning
- probabilistic model
- statistical model
- computational model
- formal model
- mathematical model
- process model
- decision making
- decision trees
- parameter estimation
- learning models
- classification models
- rule base
- statistical methods
- hierarchical structure
- theoretical framework
- machine learning algorithms
- theoretical analysis
- markov random field
- probability distribution
- prior knowledge
- natural language
- high level
- computer vision
- artificial intelligence