Random Subspace Method with Feature Subsets Selected by a Fuzzy Class Separability Index.
Jinn-Min YangPao-Ta YuPublished in: J. Convergence Inf. Technol. (2009)
Keyphrases
- class separability
- feature selection
- subspace methods
- feature subset
- linear discriminant analysis
- ensemble methods
- feature space
- dimensionality reduction
- support vector machine
- discriminant analysis
- principal component analysis
- face recognition
- classification accuracy
- feature set
- machine learning
- support vector
- feature extraction
- high dimensional data
- benchmark datasets
- text classification
- multi class
- high dimensional
- model selection
- blind source separation
- neural network
- support vector machine svm
- prediction accuracy
- genetic algorithm ga
- image retrieval
- random forest
- intra class