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亚利 · 2023年05月20日

解析里算的totalRSS是做什么用的

NO.PZ2020010801000040

问题如下:

A given set of data was divided into three equal parts. Three separate models were developed—each model using two of the three parts for fitting. Errors were calculated for each model. The diagram below shows the residual errors for each model run (the light highlights where the data was used for fitting the model versus the dark indicating the data that was held back):

Using the principles of m-fold cross validation, which model should be selected?





解释:

The first task is to calculate the squared residuals:

The model selected is the one that has the smallest RSS within the blue out-of-sample boxes—this is M3.





解析里算的totalRSS是做什么用的

1 个答案

DD仔_品职助教 · 2023年05月20日

嗨,从没放弃的小努力你好:


同学你好,

这答案里的total RSS是residual们的平方和,在这里没啥用,列出来很多余,判这个model的只需要比较CV RSS就可以了,total的可以忽略。

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