Feature selection for modular GA-based classification.
Fangming ZhuSteven GuanPublished in: Appl. Soft Comput. (2004)
Keyphrases
- feature selection
- classification accuracy
- feature selection algorithms
- classification models
- support vector
- text classification
- feature extraction
- pattern recognition
- feature set
- machine learning
- feature space
- classification performances
- image classification
- knn
- dimension reduction
- model selection
- learning algorithm
- high dimensionality
- classification method
- automatic classification
- discriminative features
- accurate classification
- class separability
- support vector machine svm
- feature vectors
- text categorization
- support vector machine
- supervised learning
- feature weighting
- decision trees
- web page classification
- irrelevant features
- small sample
- feature subset selection
- feature subset
- cross validation
- genetic algorithm ga
- selected features
- feature ranking
- extracted features
- mutual information
- unsupervised learning
- multi task
- redundant features