A Feature Selection Based Serial SVM Ensemble Classifier.
Jianjun CaoGuojun LvChen ChangHongmei LiPublished in: IEEE Access (2019)
Keyphrases
- ensemble classifier
- feature selection
- support vector machine
- ensemble learning
- classification models
- decision stumps
- random forest
- ensemble methods
- concept drift
- imbalanced data
- support vector
- text categorization
- base classifiers
- preprocessing step
- support vector machine svm
- classification accuracy
- fusion method
- mining concept drifting data streams
- multi class
- knn
- feature space
- generalization ability
- text classification
- dimensionality reduction
- machine learning
- data fusion
- svm classifier
- model selection
- decision forest
- decision trees