A robust semi-supervised SVM via ensemble learning.
Dan ZhangLicheng JiaoXue BaiShuang WangBiao HouPublished in: Appl. Soft Comput. (2018)
Keyphrases
- ensemble learning
- generalization ability
- semi supervised
- unlabeled data
- learning machines
- support vector machine svm
- ensemble classifier
- support vector
- support vector machine
- ensemble methods
- semi supervised learning
- feature selection
- labeled data
- random forest
- mutual subspace method
- weak learners
- learning algorithm
- kernel function
- training data
- svm classifier
- multi class
- active learning
- decision stumps
- classification algorithm
- machine learning methods
- base classifiers
- concept drift
- knn
- training process
- pairwise
- decision trees