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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does a dendrogram represent in hierarchical clustering?
💡 Hint: Think of it as a tree structure.
Question 2
Easy
What does the height of the branches in a dendrogram indicate?
💡 Hint: Consider how similar the clusters are.
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 the height of a merge point in a dendrogram signify?
- The number of clusters
- The dissimilarity of clusters
- The size of the clusters
💡 Hint: Remember that higher means more dissimilar!
Question 2
True or False: Dendrograms show the relationship among clusters quantitatively.
- True
- False
💡 Hint: Think about how we visualize data.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a dendrogram, explain how you would decide on the number of clusters and justify your choice based on the height of merges.
💡 Hint: Consider the clarity of the branches when you cut.
Question 2
Discuss the potential implications of inaccurately interpreting a dendrogram in a real-world application.
💡 Hint: Think about how accurate targeting and understanding clusters affect business outcomes.
Challenge and get performance evaluation