Decision Trees in AI and ML Quiz
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Questions and Answers

What is the primary purpose of a decision tree in artificial intelligence and machine learning?

  • To perform complex mathematical computations on large datasets
  • To identify outliers in the dataset
  • To visualize and analyze possible decision paths based on input features (correct)
  • To automatically generate code for machine learning models
  • What are the nodes in a decision tree used to represent?

  • Decision points based on features (correct)
  • Data outliers
  • Complex mathematical computations
  • Random noise in the dataset
  • How does a decision tree handle categorical data?

  • By splitting the data based on categories (correct)
  • By converting it into a continuous numerical form
  • By removing categorical variables from the dataset
  • By ignoring categorical data
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