On the Optimality of Sequential Forward Feature Selection Using Class Separability Measure.
Lei WangChunhua ShenRichard I. HartleyPublished in: DICTA (2011)
Keyphrases
- class separability
- feature selection
- sequential forward
- dimensionality reduction
- feature selection algorithms
- feature subset
- feature subset selection
- feature space
- mutual information
- linear discriminant analysis
- discriminant analysis
- classification accuracy
- intra class
- machine learning
- similarity measure
- k nearest neighbor
- text classification
- model selection
- distance measure
- knn
- classification models
- feature set
- image processing
- evolutionary algorithm