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Related Questions
- How does the reference distribution affect the gap statistic's ability to identify the optimal number of clusters?
- Can you explain the relationship between the reference distribution and the accuracy of the gap statistic results?
- What happens if the reference distribution is not representative of the data, and how does it impact the gap statistic's performance?
- How does the choice of reference distribution influence the gap statistic's ability to detect the true number of clusters?
- What are the implications of using a poorly chosen reference distribution on the gap statistic's accuracy?
- Can you discuss the trade-offs between using a simple or complex reference distribution and the resulting accuracy of the gap statistic results?
- How does the reference distribution impact the gap statistic's ability to handle noisy or high-dimensional data?
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