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DATABRICKS-CERTIFIED-PROFESSIONAL-DATA-SCIENTIST · Question #128

Which of the following could be features?

The correct answer is E. All 1,2 and 3 are possible. Any dataset that can be turned into lists of features. A feature is simply something that is either present or absent for a given item. In the case of documents, the features are the words in the document but they could also be characteristics of an unidentified object symptoms…

Machine Learning Fundamentals

Question

Which of the following could be features?

Options

  • AWords in the document
  • BSymptoms of a diseases
  • CCharacteristics of an unidentified object
  • D0nly 1 and 2
  • EAll 1,2 and 3 are possible

How the community answered

(59 responses)
  • A
    7% (4)
  • B
    2% (1)
  • C
    3% (2)
  • D
    14% (8)
  • E
    75% (44)

Explanation

Any dataset that can be turned into lists of features. A feature is simply something that is either present or absent for a given item. In the case of documents, the features are the words in the document but they could also be characteristics of an unidentified object symptoms of a disease, or anything else that can be said to be present of absent.

Topics

#features#input variables#machine learning basics

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