The word frequency matrix currently used in text categorization is characterized with high dimensionality and excessive sparsity.These two features caused some difficulties to computing.

• 目前文本分类所采用的文本-词频矩阵具有词频维数过大和过于稀疏两个特点，给计算造成了一定困难。