A framework of multiple kernel ensemble learning for classification using two-stage feature selection method.
Chengming QiLishuan HuXin YuPublished in: J. Intell. Fuzzy Syst. (2017)
Keyphrases
- ensemble learning
- feature selection
- ensemble classifier
- classification accuracy
- support vector machine
- feature set
- multiple kernel learning
- generalization ability
- multiple kernel
- kernel learning
- pairwise
- machine learning methods
- training samples
- feature space
- unsupervised learning
- support vector machine svm
- cross validation
- principal component analysis
- feature subset
- pattern recognition
- training data
- multiple features
- feature extraction
- decision trees
- prior knowledge
- machine learning