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fresh · 2022年07月01日

B答案对吗?

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NO.PZ201512020300000605

问题如下:

During the preprocessing of the data in Exhibit 1, what type of data transformation did Steele perform during the data preprocessing step?

选项:

A.

Extraction

B.

Conversion

C.

Aggregation

解释:

A is correct. During the data preprocessing step, Steele created a new “Age” variable based on the firm’s IPO date and then deleted the “IPO Date” variable from the dataset. She also created a new “Interest Coverage Ratio” variable equal to EBIT divided by interest expense. Extraction refers to a data transformation where a new variable is extracted from a current variable for ease of analyzing and using for training an ML model, such as creating an age variable from a date variable or a ratio variable. Steele also performed a selection transformation by deleting the IPO Date variable, which refers to deleting the data columns that are not needed for the project.

老师,可否麻烦解释下conversion?

1 个答案
已采纳答案

星星_品职助教 · 2022年07月01日

同学你好,

conversion(数据转换)。主要为了做到单位的统一。常见的转换为统一货币单位或统一时区等。