Text feature selection based on improved adaptive GA.
Shuangquan SuLei LiQing ZhaoPublished in: NLPKE (2011)
Keyphrases
- feature selection
- genetic algorithm ga
- genetic algorithm
- text documents
- information retrieval
- text categorization
- text classification
- text mining
- high dimensionality
- text retrieval
- free text
- dimensionality reduction
- support vector machine
- multi objective
- evolutionary algorithm
- keywords
- machine learning
- optimization method
- genetic operators
- hybrid algorithm
- feature subset
- parameter optimization
- ant colony optimization
- fitness function
- feature space
- differential evolution
- database
- naive bayes
- textual data
- classification accuracy
- parallel genetic algorithm
- method for feature selection