Appling the theory of text categorization to the study of kazakh text,given the kazakh text pre-processing,introduce a improved KNN algorithm,implemented the Kazakh text preprocessing that based on the improved KNN method on the their own built kazakh data sets.The experimental results show that can obtain better classification performance in the kazakh text classification.