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DATABRICKS-CERTIFIED-PROFESSIONAL-DATA-SCIENTIST · Question #9

You are creating a Classification process where input is the income, education and current debt of a customer, what could be the possible output of this process.

The correct answer is D. The output might be a risk class, such as "good", "acceptable", "average", or "unacceptable". Classification is the process of using several inputs to produce one or more outputs. For example the input might be the income, education and current debt of a customer The output might be a risk class, such as "good", "acceptable", "average", or "unacceptable". Contrast this…

Supervised Learning

Question

You are creating a Classification process where input is the income, education and current debt of a customer, what could be the possible output of this process.

Options

  • AProbability of the customer default on loan repayment
  • BPercentage of the customer loan repayment capability
  • CPercentage of the customer should be given loan or not
  • DThe output might be a risk class, such as "good", "acceptable", "average", or "unacceptable".

How the community answered

(57 responses)
  • A
    4% (2)
  • B
    5% (3)
  • C
    11% (6)
  • D
    81% (46)

Explanation

Classification is the process of using several inputs to produce one or more outputs. For example the input might be the income, education and current debt of a customer The output might be a risk class, such as "good", "acceptable", "average", or "unacceptable". Contrast this to regression where the output is a number not a class.

Topics

#classification#risk classification#supervised learning#loan prediction

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