Hybrid feature selection based on enhanced genetic algorithm for text categorization

•An enhanced genetic algorithm (EGA) is proposed to reduce text dimensionality.•The proposed EGA outperformed the traditional genetic algorithm.•The EGA is incorporated with six filter feature selection methods to create hybrid feature selection approaches.•The proposed hybrid approaches outperformed the single filtering methods.