In this paper we present a revised principal components two-way selection variables (EPTSV)algorithm with super-ellipse information loss standand (J)to obtain the optimal variable subset.

• 提出了用具有超椭圆信息量损失准则的主成分分析双向变量选择法（EPTSV法）来确定最佳变量子集。