Support Vector Machine

Support Vector Machine
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DOI:
10.1007/978-981-15-1967-3_6
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发表时间:
2021
期刊:
影响因子:
7.5
通讯作者:
Zhi-Hua Zhou
Zhi-Hua Zhou
中科院分区:
计算机科学3区
文献类型:
--
作者:
Zhi-Hua Zhou

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给定一个训练集,其中。分类的基本思想是利用训练集D在样本空间中找到一个能将不同类别的样本分离的分离超平面。然而,可能有多个合格的分离超平面,如图6.1所示,应该选择哪一个?
Given a training set, where. The basic idea of classification is to utilize the training setDto find a separating hyperplane in the sample space that can separate samples of different classes. However, there could be multiple qualified separating hyperplanes, as shown in Figure 6.1, which one should be chosen?