Empirical analysis of support vector machine ensemble classifiers.
Shijin WangAvin MathewYan ChenLifeng XiLin MaJay LeePublished in: Expert Syst. Appl. (2009)
Keyphrases
- empirical analysis
- ensemble classifier
- support vector machine
- multi class
- theoretical analysis
- empirical studies
- feature selection
- majority voting
- support vector machine svm
- svm classifier
- machine learning
- ensemble learning
- k nearest neighbor
- generalization ability
- concept drift
- support vector
- training data
- feature vectors
- kernel function
- random forest
- fusion method
- classification algorithm
- knn
- base classifiers