Editing a classifier by rewriting its prediction rules.
Shibani SanturkarDimitris TsiprasMahalaxmi ElangoDavid BauAntonio TorralbaAleksander MadryPublished in: NeurIPS (2021)
Keyphrases
- rewrite rules
- rewriting rules
- learning classifier systems
- prediction accuracy
- association rules
- training data
- termination analysis
- decision trees
- feature selection
- prediction model
- classification method
- prediction error
- classification rules
- transformation rules
- prediction algorithm
- support vector machine
- associative classifiers
- classification models
- neural network
- association rule mining
- training samples
- machine learning
- learning algorithm
- decision rules
- support vector
- ensemble classifier
- mining sequential
- data sets
- knowledge base
- multiple classifiers
- training set
- query rewriting
- logic programs
- classification rate
- classification scheme
- text classification
- svm classifier
- background knowledge