Process Data Analytics-Unit I Quiz
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Questions and Answers

What is the main objective of Supervised Machine Learning?

  • Interacting with the environment to get rewards
  • Making predictions based on labeled data (correct)
  • Discovering the probability of co-occurrence of items
  • Dividing objects into clusters

    • Which method is used in Unsupervised Machine Learning to divide objects into clusters?

  • Regression
  • Reinforcement Learning
  • Association
  • Clustering (correct)

    • In Reinforcement Learning, how do agents interact with the environment?

  • By getting rewards (correct)
  • By making predictions based on labeled data
  • By dividing objects into clusters
  • By discovering the probability of co-occurrence of items

    • What is the primary focus of Regression in machine learning?

    <p>Making predictions based on labeled data</p> Signup and view all the answers

    What is the primary focus of Supervised Machine Learning?

    <p>Predicting outcomes based on input data</p> Signup and view all the answers

    Which type of machine learning does not require labeled data for training?

    <p>Unsupervised Machine Learning</p> Signup and view all the answers

    What is the main goal of Reinforcement Learning?

    <p>Optimizing a reward function through trial and error</p> Signup and view all the answers

    In which scenario would Classification be used in Supervised Machine Learning?

    <p>Detecting spam emails in a mailbox</p> Signup and view all the answers

    What technique is typically used in Regression in Machine Learning?

    <p>Predicting continuous values based on input features</p> Signup and view all the answers

    'Clustering' is a technique commonly associated with which type of Machine Learning?

    <p>Unsupervised Machine Learning</p> Signup and view all the answers

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