Which of the following is not a procedure to check the quality of clustering results?
A) Split the data randomly into halves. Perform clustering separately on each half. Compare cluster centroids across the two subsamples.
B) Delete variables randomly. Perform clustering based on the reduced set of variables. Compare the results with those obtained by clustering based on the entire set of variables.
C) Use the same method of clustering and compare the results.
D) Perform cluster analysis on the same data using different distance measures. Compare the results across measures to determine the stability of the solutions.
Correct Answer:
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Q11: The complete linkage method of hierarchical clustering
Q19: involves examining the cluster centroids.
A) Deciding on
Q21: In non- hierarchical clustering, plotting the ratio
Q22: The method is based on the maximum
Q26: Most methods are heuristics based on algorithms.
A)
Q27: is a procedure that first assigns or
Q28: is a clustering procedure characterized by the
Q29: The most commonly used measure of similarity
Q46: _ is a variance method in which
Q52: _ is frequently referred to as k-means
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