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金融民工阿聪 · 2021年03月03日

问题的这句话怎么理解呢

NO.PZ2016082405000014

问题如下:

Using the properties of firms that have already fallen into default/non-default groups to categorize a new observation by how closely it resembles the members already in each of the groups is referred to as:

选项:

A.

linear discriminant analysis.

B.

the k-nearest neighbor approach.

C.

support vector machines.

D.

None of the above.

解释:

The K-nearest neighbor is a nonparametric discriminant technique that uses the properties of firms that already have fallen into the categories of interest, and it categorizes a new entrant by how close it resembles the members already in each of the groups.

how closely it resembles the members already in each of the groups。这里说的是距离每个group的点有多近,不是说最近同类的members有多少个,描述更像是支持向量机吧?虽然看得到课件说的,但是K-临近法,不是更需要强调一个圈圈内有多少个同类吗,而不是多近

1 个答案
已采纳答案

品职答疑小助手雍 · 2021年03月04日

嗨,从没放弃的小努力你好:


一个圈内有多少好的和坏的,圈的大小也就意味着一定远近程度的范围内啦。

支持向量机主要还是要分类,没有突出一个点和其他的距离说法。

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