What are some alternative methods to the Elbow Method for determining the number of clusters in K-Means?

  • Cross-validation
  • Principal Component Analysis
  • Random Initialization
  • Silhouette Method, Gap Statistic
Alternatives to the Elbow Method include methods like the Silhouette Method and Gap Statistic, which consider cluster cohesion and separation to determine the optimal number of clusters.
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