Research of support vector machine in text classification

Abstract

In order to solve the problem of artificial text classification, text mining on the Web text classification studied in the proposed SVM model using Web text classification, and introduces a new kernel function, effectively reducing the classification of surface complexity, improve the classification accuracy of feature extraction process to solve the nonlinear problem. Through a classification experiments show that the method is effective. © 2011 Springer-Verlag Berlin Heidelberg.