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十六岁的烟火 · 2020年05月23日

问一道题:NO.PZ2019100902000019 [ FRM II ]

问题如下:

which of the following statements is incorrect?

选项:

A.

In the cumulative accuracy profile or CAP(also called GINI curve), the accuracy ratio (AR) is defined as AR/AR+Ap, the closer this ratio is to 1, the more accurate is the model.

B.

K-nearest neighbor approach uses Non-parametric classification

C.

in the Support vector machines, the main idea is to separate the various classes of data (observations) using the best separating hyperplane (BSH), for which the distance to two parallel hyperplanes on each side is the largest.

D.

In the Fisher Linear discriminant analysis, the principal aim is to segregate and classify a heterogeneous population in heterogeneous subsets.

解释:

答案:D is correct.

解析:本题让选项错误的一个描述,A/B/C三个描述均正确。D选项错误,D选项的正确描述为:

the principal aim is to segregate and classify a heterogeneous population in homogeneous subsets.
老师,选项D是什么意思?以及答案解释的翻译。
1 个答案

袁园_品职助教 · 2020年05月24日

同学你好!

老师在上课是有讲过

Fisher 线性判别法的本质就是把一堆公司分成一些子类,例如 好公司 vs. 坏公司;这些子类肯定是具有相同特征的,所以是homogeneous 而不是 heterogeneous

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NO.PZ2019100902000019 K-nearest neighbor approauses Non-parametric classification in the Support vector machines, the main ia is to separate the various classes of ta (observations) using the best separating hyperplane (BSH), for whithe stanto two parallel hyperplanes on easi is the largest. In the Fisher Linescriminant analysis, the principaim is to segregate anclassify a heterogeneous population in heterogeneous subsets. 答案is correct. 解析本题让错误的一个描述,A/B/C三个描述均正确。误,正确描述为 the principaim is to segregate anclassify a heterogeneous population in homogeneous subsets. 不太理解c的意思

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