Machine Learning: Defining Tom Mitchell's Concept
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Questions and Answers

What is the main focus of reinforcement learning?

  • Conducting basket analysis
  • Applying promotional discounts
  • Developing marketing strategies
  • Game development and robotics (correct)

    • In the context of basket analysis, what does P(Y | X) represent?

  • The probability of buying Y given X (correct)
  • The number of times X and Y are bought together
  • The correlation between X and Y
  • The probability of buying X given Y

    • What does the rule {onions, potatoes} => {burger} signify in supermarket sales data?

  • Customers who buy onions do not buy potatoes
  • Customers never buy potatoes with onions
  • Customers buy onions instead of burgers
  • Customers who buy onions and potatoes often buy burger meat (correct)

    • What can an agent do in the context of reinforcement learning?

    <p>Select and perform actions based on observations</p> Signup and view all the answers

    How does reinforcement learning differ from other machine learning approaches?

    <p>It involves trial and error in problem-solving</p> Signup and view all the answers

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