Abstract: A two-class text categorization method based on Naive Bayes and GA is proposed. It transforms a Naive Bayesian classifier into a problem of search for a division line that fits the text data set distribution in a constructed twodimensional space. A geneti

Key words: Text classification, Genetic algorithm, Optimal dividing line, Text two-dimensional space, Naive Bayesian classifier.