Evolutionary instance selection for text classification
The effect of performing instance selection on text classification is examined. A biological-based genetic algorithm (BGA) is proposed for effective instance selection. BGA produces better instance selection results than GA and other state-of-the-art algorithms. Moreover, BGA outperforms GA in terms of reduction rate and computational cost.
instance selection text classification genetic algorithms