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?
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。
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。
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