A Causal Lens for Peeking into Black Box Predictive Models: Predictive Model Interpretation via Causal Attribution.
Aria KhademiVasant G. HonavarPublished in: CoRR (2020)
Keyphrases
- predictive model
- black box
- historical data
- prediction model
- artificial neural networks
- neural network
- decision trees
- black boxes
- probabilistic model
- data mining models
- bayesian networks
- classification rules
- causal models
- white box
- test cases
- model selection
- multi class
- hybrid systems
- machine learning algorithms
- text classification
- computational intelligence
- knn
- high level
- machine learning