Machine Learning Concepts Quiz

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Questions and Answers

What is the process of training a model to make useful predictions from data called?

  • Supervised learning
  • Machine learning (correct)
  • Unsupervised learning
  • Reinforcement learning

In which category of supervised learning does the model predict the values of a continuous variable?

  • Unsupervised learning
  • Regression (correct)
  • Classification
  • Reinforcement learning

What does a classification model predict?

  • The likelihood that an item belongs to a distinct set of categories (correct)
  • The values of a continuous variable
  • The process of training a model
  • The historical weather patterns

What is the mathematical relationship between the elements of data that an ML system uses to make predictions called?

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

What type of learning is characterized by the machine being provided with an established set of data (labeled data)?

<p>Supervised learning (B)</p> Signup and view all the answers

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