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vivian_zm · 2020年03月29日

问一道题:NO.PZ2020031801000011

问题如下:

which of the following statements about machine learning is incorrect?

选项:

A.

Regression problems involve prediction of a quantitative, continuous dependent variable, such as GDP growth or inflation

B.

Linear learning methods try to solve regression problems including partial least squares and principal component analysis;

C.

non-linear learning methods include penalized regression approaches, such as LASSO and elastic nets. In penalized approaches, a factor is typically added to penalize complexity in the model, which should improve its predictive performance.

D.

In some instances, unsupervised learning is first applied to explore a dataset; the outputs of this approach are then used as inputs for supervised learning methods

解释:

D is correct.

选项D描述的情况不属于Regression problems,选项D描述的情况属于clustering problems.

请问D为什么不正确?不是很理解。unsupervised learning找到的规律作为input给supervised learning这里哪里不对了呢

1 个答案

小刘_品职助教 · 2020年03月29日

同学你好,

你的理解是对的,这道题我们已将题目修改了一下,再次感谢:-)