Scoring Feature Subsets for Separation Power in Supervised Bayes Classification.
Tatjana PavlenkoHakan FridénPublished in: SMPS (2006)
Keyphrases
- feature subset
- feature selection
- feature subset selection
- bayes classification
- ensemble feature selection
- classification accuracy
- feature set
- redundant features
- feature selection algorithms
- selected features
- genetic algorithm ga
- irrelevant features
- supervised learning
- classification models
- learning algorithm
- ensemble methods
- high dimensionality
- dimensionality reduction
- semi supervised
- feature space
- optimization method
- k nearest neighbor
- genetic search
- pattern recognition
- objective function
- machine learning