Piecewise Approximations of Black Box Models for Model Interpretation.
Kartik AhujaWilliam R. ZameMihaela van der SchaarPublished in: CoRR (2018)
Keyphrases
- black box
- probabilistic model
- metamodel
- experimental data
- statistical model
- classification models
- data sets
- learned models
- high level
- neural network model
- computational model
- prior knowledge
- process model
- closed form
- probability distribution
- computational models
- modeling framework
- learning models
- accurate models
- black boxes
- linear regression
- bayesian framework
- statistical models
- mathematical model
- object oriented
- bayesian networks
- training data