Ensemble of SVMs for Incremental Learning.
Zeki ErdemRobi PolikarFikret S. GürgenNejat YumusakPublished in: Multiple Classifier Systems (2005)
Keyphrases
- incremental learning
- batch mode
- support vector
- majority voting
- feature selection
- training set
- ensemble methods
- imbalanced data
- feature ranking
- regression problems
- supervised learning
- training data
- incremental learning algorithm
- support vector machine svm
- semi supervised
- learning process
- learning algorithm
- ensemble learning
- generalization ability
- fuzzy artmap
- batch learning
- neural network
- multi class
- machine learning
- base classifiers
- binary classification problems
- support vector machine
- learning machines
- cross validation
- feature vectors
- ensemble classifier
- support vectors
- kernel function
- svm classifier
- hyperplane
- decision boundary
- active learning
- high dimensional
- feature extraction
- classification algorithm
- data sets