Decision Trees in AI and ML Quiz
3 Questions
4 Views

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to lesson

Podcast

Play an AI-generated podcast conversation about this lesson

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
  • More Like This

    Decision Tree Pruning Quiz
    22 questions

    Decision Tree Pruning Quiz

    BeneficiaryMookaite avatar
    BeneficiaryMookaite
    Decision Tree Classifier Quiz
    5 questions
    Decision Tree Algorithms
    134 questions

    Decision Tree Algorithms

    WellEstablishedWisdom avatar
    WellEstablishedWisdom
    Use Quizgecko on...
    Browser
    Browser