Decision Tree Classifier Quiz
5 Questions
3 Views

Decision Tree Classifier Quiz

Created by
@ChampionZircon

Questions and Answers

Which type of algorithm is the Decision Tree Classifier?

  • Unsupervised learning algorithm
  • Supervised learning algorithm (correct)
  • Semi-supervised learning algorithm
  • Reinforcement learning algorithm
  • What type of method is the Decision Tree Classifier considered to be?

  • Distribution-free or non-parametric method (correct)
  • Parametric method
  • Frequency-based method
  • Probabilistic method
  • What are decision trees considered to be in modern machine learning?

  • An effective approach for classification and regression problems (correct)
  • Only useful for classification problems
  • An ineffective approach for classification and regression problems
  • Only useful for regression problems
  • How does a decision tree handle high dimensional data?

    <p>By constructing internal decision-making logic in the form of a decision tree</p> Signup and view all the answers

    What does an internal node in a decision tree represent?

    <p>Feature (or attribute)</p> Signup and view all the answers

    More Quizzes Like This

    Decision Tree Algorithms
    134 questions

    Decision Tree Algorithms

    WellEstablishedWisdom avatar
    WellEstablishedWisdom
    Decision Tree Split Search Quiz
    17 questions
    Use Quizgecko on...
    Browser
    Browser