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Machine Learning Basics Quiz
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Machine Learning Basics Quiz

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@RighteousMeadow5059

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Questions and Answers

In supervised learning, what are the given outputs called?

  • Labels (correct)
  • Predictors
  • Descriptors
  • Indicators

    • What type of problem has a finite set of output values such as Sunny/Cloudy/Rainy or True/False?

  • Classification (correct)
  • Regression
  • Interpolation
  • Extrapolation

    • In supervised learning, what is the goal when given a training set of N samples?

  • Identify outliers in the training set
  • Find a function h that approximates the true function f (correct)
  • Minimize the number of features in the training set
  • Generate new samples based on the training set

    • What does a hypothesis represent in the context of supervised learning?

    <p>An approximation of the true function</p> Signup and view all the answers

    Which dataset is mentioned as an example of supervised learning in the text?

    <p>CIFAR-10 dataset</p> Signup and view all the answers

    What type of problem has an output that is a number, such as tomorrow’s temperature?

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

    In classification, what type of output is expected?

    <p>One of a finite set of values, such as Sunny/Cloudy/Rainy or True/False</p> Signup and view all the answers

    What is the main difference between regression and classification in machine learning?

    <p>The type of output: number for regression, finite set of values for classification</p> Signup and view all the answers

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