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best K to be used Output 70: Silhouette method output For a given value of K, it is expected that all clusters possess a Silhouette score surpassing the average score denoted by the red-dotted line, as depicted on the x-axis. Clusters corresponding to K = 8 and K = 9 are excluded from consideration