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point to the nearest cluster center, with the goal of minimizing the within-cluster variances. B. Why Cluster PCA Results? Reduced Complexity: PCA reduces the dimensionality of the data, which often makes clustering more effective and interpretable. Uncovering Patterns: Clustering on