Rule Extraction From Support Vector Machines Using Ensemble Learning Approach: An Application for Diagnosis of Diabetes.
Longfei HanSenlin LuoJianmin YuLimin PanSongjing ChenPublished in: IEEE J. Biomed. Health Informatics (2015)
Keyphrases
- ensemble learning
- rule extraction
- learning machines
- generalization ability
- support vector
- feature selection
- rough sets
- black box
- neural network
- rough set theory
- classification rules
- ensemble methods
- fuzzy rules
- random forest
- fault diagnosis
- association rules
- support vector machine
- rule sets
- decision rules
- unlabeled data
- bp neural network
- machine learning
- kernel function
- fuzzy sets
- fuzzy logic
- computer vision
- data mining