The Application of K Nearest Feature Line Method to the Text Classification
K特征线法在文本分类上的应用

A novel pattern classification method,called nearest feature line(NFL) has been proposed.In this paper we propose a novel classification method,called the k nearest feature line(kNFL),for text classification and approach it to application.The experiment result shows that kNFL presents better performance than NFL,k nearest neighbors(kNN) and nearest neighbor(NN),especially when the training sers are small.