Analytics Theory & Methods
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Questions and Answers

What is the main purpose of Association Rules?

  • To discover relationships within the data (correct)
  • To identify outliers in the data
  • To predict the value of a continuous variable
  • To perform dimensionality reduction

    • What type of learning method is Association Rules?

  • Supervised
  • Reinforcement
  • Semi-supervised
  • Unsupervised (correct)

    • What is the format of the rules discovered using Association Rules?

  • If X then Y
  • X is related to Y
  • X causes Y
  • When I observe X I also tend to observe Y (correct)

    • What is an example of a question that can be answered using Association Rules?

    <p>Which of my products tend to be purchased together?</p> Signup and view all the answers

    What is the goal of Association Rules?

    <p>To discover 'interesting' relationships among the variables</p> Signup and view all the answers

    What is not a type of unsupervised learning method?

    <p>Linear Regression</p> Signup and view all the answers

    What is an example of a data analysis task that is not related to Association Rules?

    <p>Predicting the response variable based on predictor variables</p> Signup and view all the answers

    What is a characteristic of Association Rules?

    <p>Discovers relationships within the data</p> Signup and view all the answers

    What is not a benefit of using Association Rules?

    <p>Predicting the response variable</p> Signup and view all the answers

    What is an example of a business problem that can be solved using Association Rules?

    <p>Discovering which products tend to be purchased together</p> Signup and view all the answers

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