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林旖晨 · 2020年08月01日

问一道题:NO.PZ2020031801000008 [ FRM II ]

问题如下:

which of the following statements about Random forests is incorrect?

选项:

A.

Random forests is a technique that uses multiple trees

B.

One defect of random forests is that they are a bit of a black box—they don’t offer simple summaries of relationships in the data.

C.

random forests can determine which variables are “important” in predictions in the sense of contributing the biggest improvements in prediction accuracy.

D.

The most common solution to this problem is to “prune” the tree by imposing a cost for complexity.

解释:

D is correct.

选项D与Random foreset无关,选项D描述的是Pruning Trees

选项c对吗?Random trees可以用于variable selectuon吗?
1 个答案

袁园_品职助教 · 2020年08月03日

同学你好!

选项C是对的,可以参考下面的讲义截图

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