Document Classification Algorithm Using Kernel LPP

With the explosive increase in document data on the Internet, classifying documents from document database has become one of the hottest research fields.To efficiently deal with this problem, an efficient document classification algorithm based on kernel locality preserving projection (Kernel LPP) is presented in this paper. Experimental results show that the proposed algorithm outperforms other related document classification algorithms.