Improved Algorithm for Adaboost with SVM Base Classifiers.
Xiaodan WangChongming WuChunying ZhengWei WangPublished in: IEEE ICCI (2006)
Keyphrases
- improved algorithm
- base classifiers
- multi class
- training set
- ensemble classifier
- support vector machine
- ensemble methods
- ensemble learning
- classification error
- support vector
- multi class classification
- cost sensitive
- decision trees
- support vector machine svm
- naive bayes
- binary classification
- random forest
- class labels
- svm classifier
- classification algorithm
- training samples
- base learners
- classifier ensemble
- test data
- multiclass classification
- training data
- generalization ability
- knn
- boosting algorithms
- feature selection
- feature space
- majority voting
- combining classifiers
- learning algorithm
- hyperplane
- kernel function
- k nearest neighbor
- feature set
- feature vectors
- machine learning
- rotation forest
- generalization error
- test set
- particle swarm optimization
- adaboost algorithm