Improved Feature Selection Algorithm Based on SVM and Correlation.
Zongxia XieQinghua HuDaren YuPublished in: ISNN (1) (2006)
Keyphrases
- feature selection algorithms
- feature selection
- imbalanced datasets
- selected features
- selection criterion
- support vector
- support vector machine svm
- svm rfe
- small sample
- support vector machine
- irrelevant features
- svm classifier
- data sets
- feature set
- mutual information
- kernel function
- feature subset selection
- text categorization
- selection algorithm
- knn
- text classification
- machine learning
- database
- kernel methods
- feature extraction
- face recognition
- feature ranking
- graphical models