Data Preprocessing in Data Mining Quiz
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Questions and Answers

Which of the following is NOT a reason for data preprocessing?

  • Data integration and transformation
  • Data reduction
  • Data cleaning
  • Data visualization (correct)

What is one of the major tasks in data preprocessing?

  • Data cleaning (correct)
  • Data visualization
  • Data analysis
  • Data mining

Which of the following is NOT a measure of data quality?

  • Completeness
  • Accuracy
  • Complexity (correct)
  • Timeliness

Why is quality data important for data mining?

<p>To make quality decisions (A)</p> Signup and view all the answers

What is one of the problems with data in the real world?

<p>Data consistency (C)</p> Signup and view all the answers

Which of the following is a reason for data preprocessing?

<p>Data cleaning (C)</p> Signup and view all the answers

What is one of the major tasks in data preprocessing?

<p>Data cleaning (A)</p> Signup and view all the answers

What is one of the problems with data in the real world?

<p>Incomplete data (A)</p> Signup and view all the answers

Which of the following is NOT a measure of data quality?

<p>Efficiency (C)</p> Signup and view all the answers

Why is quality data important for data mining?

<p>Quality data leads to quality mining results (D)</p> Signup and view all the answers

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