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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is hierarchical clustering?
💡 Hint: Think about how it forms groups.
Question 2
Easy
Name one advantage of hierarchical clustering.
💡 Hint: Consider the flexibility it offers.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does hierarchical clustering create?
- Linear clusters
- Tree-like structures
- Flat clusters
💡 Hint: Think about how clusters are organized.
Question 2
Is hierarchical clustering sensitive to outliers?
- True
- False
💡 Hint: Consider how clusters merge.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
You have a dataset with varying cluster shapes. Discuss how hierarchical clustering might work better compared to K-Means.
💡 Hint: Consider how different algorithms handle shape and form.
Question 2
In a dataset with significant outliers, how might hierarchical clustering's results vary from K-Means?
💡 Hint: Reflect on the mechanisms each method employs for forming clusters.
Challenge and get performance evaluation