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Ethan橙 · 2023年10月20日

separate its savers into groups 不是分类标签么? 为什么是unsupervised?

NO.PZ2023091601000104

问题如下:

What type of machine-learning algorithm could

a. An analyst use to predict the value of a house price index in five years’ time?

b. A bank use to separate its savers into groups given information on their age, gender, and income?

选项:

解释:

a. Because there is an output variable (target) here, the house price value, this is an example of a supervised learning problem, and the requirement is to produce a prediction rather than a classification.

b. In this case, there is no label, so it is an unsupervised clustering problem and K-means would be a relevant technique to consider.

 separate its savers into groups 不是分类标签么? 为什么是unsupervised?

1 个答案

李坏_品职助教 · 2023年10月20日

嗨,从没放弃的小努力你好:


这个叫做聚类分析,算法是根据样本在不同维度的数据,把样本分成几个大类。这个大类并不是按照既定的标签,而且按照聚类分析算法自动分组的。所以不需要样本标签,这个是无监督机器学习。

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努力的时光都是限量版,加油!

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