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Questions and Answers
Which type of algorithm is the Decision Tree Classifier?
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?
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?
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?
How does a decision tree handle high dimensional data?
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What does an internal node in a decision tree represent?
What does an internal node in a decision tree represent?
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