Formulating Ensemble Learning of SVMs Into a Single SVM Formulation by Negative Agreement Learning.
Jie ZhouZhibin JiangFu-Lai ChungShitong WangPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2021)
Keyphrases
- ensemble learning
- learning machines
- support vector
- generalization ability
- learning algorithm
- feature selection
- support vector machine
- learning problems
- machine learning
- imbalanced data
- learning process
- active learning
- binary classification
- multi class
- standard svm
- support vector machine svm
- supervised learning
- knn
- kernel function
- loss function
- learning tasks
- base classifiers
- unsupervised learning
- support vectors
- artificial neural networks
- multi class classification
- ensemble classifier
- reinforcement learning
- decision trees