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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the main distinction between agglomerative and divisive clustering?
💡 Hint: Think about whether clusters are being combined or divided.
Question 2
Easy
Explain how single linkage might affect the clustering outcome.
💡 Hint: Consider what happens when distance is calculated between clusters.
Practice 1 more question and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the primary method for building clusters in agglomerative clustering?
- Merging points
- Dividing clusters
- Random grouping
💡 Hint: Think about whether we are combining or separating.
Question 2
True or False: Hierarchical clustering always requires pre-defining the number of clusters.
- True
- False
💡 Hint: Consider how other clustering methods do their clustering.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
You are tasked with clustering a dataset of patients based on their health metrics. Describe which clustering method you would choose and justify your choice based on the benefits and drawbacks discussed.
💡 Hint: Balance between data size and the need for visual structures.
Challenge and get performance evaluation