Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models.
Salim I. AmoukouNicolas J.-B. BrunelPublished in: CoRR (2021)
Keyphrases
- image processing
- classification models
- generating explanations
- decision trees
- training data
- feature selection
- regression model
- pattern recognition
- decision tree algorithm
- association rules
- learning models
- causal models
- software quality classification
- feature set
- models built
- classification rules
- model selection
- computer vision
- active learning
- data mining
- feature subset
- neural network
- regression problems
- feature ranking
- optimization problems