MFE introduces a new definition of the margin, which involves not only the between-class scatter and within-class scatter proposed by LDA criterion, but also the diffences of the class variances.

• 该算法定义了新的类别边界，不但考虑了线性判别准则提出的类内、类间离散度，也兼顾各类别的方差差异性。