In linear programming linear SVMs, the bound of the VC dimension is loosened properly.
在线性规划支撑矢量机中，对其VC维数界作了适当的放宽。
It may be somehow related to the VC dimension, but no well-proved mapping between the two is established.
它可能是某种程度的VC维相关，但没有很好地证明了两者之间的映射关系的建立。
VC dimension plays a central role in the Statistical Learning Theory especially for classification problems.
在统计学习理论中，尤其对于分类问题，VC维扮演着中心作用。
This VC dimension should be finite and small to guarantee the good performance of the generalization function.
VC维应当是有限而且小以确保具有好的推广性。
Support Vector Machine is a new method based on the idea of VC dimension and Statistical Learning Theory in data mining.
支持向量机是基于VC维和统计学习理论理念的数据挖掘中的一种新方法。
How is the VC dimension of a support-vector machine related to its number of support vectors? Is there a formula relating these two quantities?
一个支持向量机的支持向量数相关的VC维是怎样的？有一个公式，关于这两个量？
It has long been recognized that the Structural Risk Minimization (SRM) principle based on the concept of VC-dimension provides an excellent means for complexity selection of a learning machine.
因此，对统计学习模型的复杂性给出评价与选择的准则，一直是一个核心问题。
It has long been recognized that the Structural Risk Minimization (SRM) principle based on the concept of VC-dimension provides an excellent means for complexity selection of a learning machine.
因此，对统计学习模型的复杂性给出评价与选择的准则，一直是一个核心问题。
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