Which of the following is not a procedure to check the quality of clustering results?
A) Use the same method of clustering and compare the results.
B) Split the data randomly into halves.Perform clustering separately on each half.Compare cluster centroids across the two subsamples.
C) Perform cluster analysis on the same data using different distance measures.Compare the results across measures to determine the stability of the solutions.
D) 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.

Question

Quizplus · Accepted Answer

Using the same method of clustering and comparing the results does not provide any new information or validation about the quality of the clustering results. It simply repeats the process without offering a means to assess stability or reliability.

Which of the Following Is Not a Procedure to Check