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金融民工阿聪 · 2021年03月02日

data-curation是什么意思?

NO.PZ2015120204000039

问题如下:

Schultz and Steele meet to discuss plans for incorporating the sentiment data into a ML model. They discuss the differences in the steps between building ML models that use traditional structured data and building ML models that use textual big data. Steele tells Schultz:

Statement 1 The second step in building text-based ML models is text preparation and wrangling, whereas the second step in building ML models using structured data is data collection.

Statement 2 The fourth step in building both types of models encompasses data/text exploration.

Which of Steele’s statements relating to the steps in building structured databased and text-based ML models is correct?

选项:

A.

Only Statement 1 is correct.

B.

Only Statement 2 is correct.

C.

Statement 1 and Statement 2 are correct

解释:

B is correct. The five steps in building structured data-based ML models are: 1) conceptualization of the modeling task, 2) data collection, 3) data preparation and wrangling, 4) data exploration, and 5) model training. The five steps in building text-based ML models are: 1) text problem formulation, 2) data (text) curation, 3) text preparation and wrangling, 4) text exploration, and 5) model training. Statement 1 is incorrect: Text preparation and wrangling is the third step in building text ML models and occurs after the second data (text) curation step. Statement 2 is correct: The fourth step in building both types of models encompasses data/text exploration.

data-curation是什么意思?

2 个答案

星星_品职助教 · 2021年03月08日

@ 根本考不过

这是不同数据流程下的不同名字,差别主要源自数据本身就不同。但一般不会就这两个环节去考察区分的。

星星_品职助教 · 2021年03月02日

同学你好,

Data/text curation(文本收集)指的是通过特定技术从网络上抓取数据的过程。这是text data处理的第二步。

可以参考一下讲义里的这张图,答案解析就是围绕这个顺序展开的。

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NO.PZ2015120204000039 问题如下 Schultz anSteele meet to scuss plans for incorporating the sentiment ta into a ML mol. They scuss the fferences in the steps between builng ML mols thuse trationstructureta anbuilng ML mols thuse textubig tSteele tells Schultz:Statement 1 The seconstep in builng text-baseML mols is text preparation anwrangling, wherethe seconstep in builng ML mols using structureta is ta collection.Statement 2 The fourth step in builng both types of mols encompasses ta/text exploration. Whiof Steele’s statements relating to the steps in builng structuretabaseantext-baseML mols is correct? A.Only Statement 1 is correct. B.Only Statement 2 is correct. C.Statement 1 anStatement 2 are corre B is correct. The five steps in builng structureta-baseML mols are: 1) conceptualization of the moling task, 2) ta collection, 3) ta preparation anwrangling, 4) ta exploration, an5) mol training. The five steps in builng text-baseML mols are: 1) text problem formulation, 2) ta (text) curation, 3) text preparation anwrangling, 4) text exploration, an5) mol training. Statement 1 is incorrect: Text preparation anwrangling is the thirstep in builng text ML mols anoccurs after the seconta (text) curation step. Statement 2 is correct: The fourth step in builng both types of mols encompasses ta/text exploration. 我想问一下,能不能稍微在讲解下为什么第一个statment不对,因为总感觉没有什么错误。谢谢

2023-04-11 00:55 1 · 回答

请问讲义有好多种顺序,答案中的顺序是在讲义哪里?

2020-06-20 17:29 1 · 回答

老师,要记答案的这些顺序呀?这怎么记住😭😭😭

2020-01-06 16:31 1 · 回答