为了要解决上面的问题,关联式资料库模型提出了「正规化理论(Normalization theory).目的是使表格的设计能避免上述的问题,我们可以由表格是否满足所谓的「正规化格式(Normal forms),来判断会不会产生某些问题.
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RKHS是结合正规化理论和统计学理论的必要工具。
RKHS will be an essential tool for establishing a connection between Regularization Theory and Statistical Learning Theory.
本书的第9章涵盖正规化理论架构中巴尔森窗式法的讨论。
Chapter 9 contains a discussion of the Parzen Windows method within the framework of Regularization Theory.
并深入的探究这个理论的特性、执行议题、优缺点、限制及它与正规化理论之间的关系。
We discuss theoretical properties, implementation issues, merits and limitations of these techniques and explore in depth their relation with regularization theory.
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