Editing a classifier by rewriting its prediction rules.
Shibani SanturkarDimitris TsiprasMahalaxmi ElangoDavid BauAntonio TorralbaAleksander MadryPublished in: CoRR (2021)
Keyphrases
- prediction accuracy
- rewriting rules
- learning classifier systems
- rewrite rules
- training data
- rule sets
- decision trees
- classification process
- feature selection
- prediction model
- classification scheme
- decision rules
- prediction algorithm
- association rules
- feature space
- active databases
- linear classifiers
- associative classifiers
- prediction error
- classification rules
- support vector
- class labels
- classification method
- multi layer perceptron
- termination analysis
- association rule mining
- ensemble classifier
- training set
- feature set
- mining sequential
- ensemble learning
- image editing
- active rules
- rule learning
- rule extraction
- svm classifier
- attribute values