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DATABRICKS-CERTIFIED-PROFESSIONAL-DATA-SCIENTIST · Question #30

Your company has organized an online campaign for feedback on product quality and you have all the responses for the product reviews, in the response form people have check box as well as text…

The correct answer is D. Any one of the above. In this problem you have been given high-dimensional independent variables like yeS; nO; no English words , test results etc. and you have to predict either valid or not valid (One of two). So all of the below technique can be applied to this problem. - Support vector machines…

Algorithm Selection and Application

Question

Your company has organized an online campaign for feedback on product quality and you have all the responses for the product reviews, in the response form people have check box as well as text field. Now you know that people who do not fill in or write non-dictionary word in the text field are not considered valid feedback. People who fill in text field with proper English words are considered valid response. Which of the following method you should not use to identify whether the response is valid or not?

Options

  • ANaive Bayes
  • BLogistic Regression
  • CRandom Decision Forests
  • DAny one of the above

How the community answered

(22 responses)
  • A
    9% (2)
  • B
    5% (1)
  • C
    5% (1)
  • D
    82% (18)

Explanation

In this problem you have been given high-dimensional independent variables like yeS; nO; no English words , test results etc. and you have to predict either valid or not valid (One of two). So all of the below technique can be applied to this problem. - Support vector machines - Logistic regression - Random decision forests

Topics

#text classification#Naive Bayes#NLP#algorithm selection

Community Discussion

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