RuleCOSI: Combination and simplification of production rules from boosted decision trees for imbalanced classification.
Josué ObregonAekyung KimJae-Yoon JungPublished in: Expert Syst. Appl. (2019)
Keyphrases
- production rules
- classification accuracy
- boosted decision trees
- knowledge based systems
- decision trees
- feature extraction
- preprocessing
- feature space
- production system
- logistic regression models
- pattern recognition
- rule base
- supervised learning
- classification models
- class labels
- data sets
- knowledge representation
- classification rules
- knowledge base
- machine learning
- genetic programming
- error rate
- classification algorithm
- support vector machine
- feature vectors
- support vector