ReG-Rules: An Explainable Rule-Based Ensemble Learner for Classification.
Manal AlmutairiFrederic T. StahlMax BramerPublished in: IEEE Access (2021)
Keyphrases
- decision rules
- training set
- rule sets
- classification rules
- decision tree classifiers
- pattern recognition
- rule based systems
- classification accuracy
- feature selection
- machine learning
- support vector
- learning environment
- rule extraction
- decision trees
- supervised learning
- final classification
- ensemble classifier
- machine learning methods
- benchmark datasets
- text classification
- image classification
- feature space
- rule discovery
- associative classification
- majority voting
- multiple classifiers
- support vector machine
- learning process
- feature extraction
- neural network
- rule based reasoning
- accurate classifiers
- combining classifiers
- classifier combination
- ensemble classification
- rule generation
- binary classification problems
- classifier ensemble
- classification method
- svm classifier
- association rules
- training data
- data mining