Pattern Recognition Using Evolutionary Classifier and Feature Selection.
Mi Young NamPhill-Kyu RheePublished in: FSKD (2006)
Keyphrases
- feature selection
- feature set
- feature selection algorithms
- support vector
- support vector machine
- feature space
- feature subset
- input features
- feature selection and classifier
- small sample
- information gain
- mutual information
- bayes classifier
- text categorization
- machine learning
- bayesian classifier
- classification accuracy
- pattern matching
- dimensionality reduction
- feature weighting
- feature reduction
- classification performances
- irrelevant features
- text classification
- hierarchical classification
- selection criterion
- multi class
- classification models
- training set
- evolutionary computation
- ensemble learning
- training data
- ensemble classifier
- pattern discovery
- high dimensionality
- genetic algorithm
- k nearest neighbor
- higher classification accuracy
- knn
- wrapper method
- redundant features
- training samples
- naive bayes
- svm classifier
- classification algorithm
- feature ranking
- instance selection
- classification process
- linear classifiers