An Accurate, Fast Embedded Feature Selection for SVMs.
Tarfa HamedRozita DaraStefan C. KremerPublished in: ICMLA (2014)
Keyphrases
- feature selection
- support vector
- machine learning
- multi class
- selected features
- microarray classification
- mutual information
- text categorization
- feature selection algorithms
- embedded systems
- bayes classifier
- feature space
- classification accuracy
- feature ranking
- support vector machine
- feature set
- text classification
- face recognition
- sparse kernel
- linear svm
- feature extraction
- information gain
- classification models
- svm classifier
- support vector machine svm
- dimensionality reduction
- high accuracy
- dimension reduction
- gene expression data
- high dimensionality
- logistic regression
- irrelevant features
- linear classification
- method for feature selection