Proximal SVM Ensemble Based on Feature Selection.
Xiaoyan TaoHongbing JiZhiqiang MaPublished in: ICNC (1) (2006)
Keyphrases
- feature selection
- support vector
- support vector machine
- feature ranking
- ensemble classifier
- knn
- text categorization
- ensemble learning
- selected features
- mutual information
- support vector machine svm
- multi class
- high dimensionality
- feature space
- wrapper feature selection
- classification accuracy
- imbalanced data
- svm rfe
- machine learning
- neural network
- generalization ability
- classification performances
- bayes classifier
- dimensionality reduction
- fold cross validation
- k nearest neighbor
- feature set
- text classification
- random forest
- classification models
- ensemble feature selection
- feature extraction
- regression problems
- input features
- feature selection algorithms
- ensemble classification
- microarray data
- small sample
- naive bayes
- ensemble pruning
- training set
- majority voting
- hyperplane
- logistic regression
- random forests
- multi class classification
- gene selection