A generalized eigenvalues classifier with embedded feature selection.
Marco ViolaMara SangiovanniGerardo ToraldoMario R. GuarracinoPublished in: Optim. Lett. (2017)
Keyphrases
- feature selection
- feature set
- feature space
- text categorization
- support vector
- feature selection algorithms
- small sample
- input features
- support vector machine
- bayes classifier
- feature ranking
- feature subset
- text classification
- feature weighting
- classification models
- multi class
- training set
- principal components
- information gain
- mutual information
- feature selection and classifier
- higher classification accuracy
- feature extraction
- text classifiers
- principal component analysis
- classification performances
- classification accuracy
- feature reduction
- fold cross validation
- machine learning
- training data
- bayesian classifier
- ensemble classifier
- high dimensionality
- linear classifiers
- embedded systems
- classification algorithm
- high dimensional
- class labels
- support vector machine svm
- irrelevant features
- redundant features
- correlation matrix
- model selection
- ensemble learning