Intro to Business Analytics
The Davies-Bouldin Index is a metric used to evaluate the quality of clustering algorithms by measuring the average similarity ratio of each cluster to its most similar cluster. This index helps in assessing how well-separated and compact the clusters are, with a lower score indicating better clustering performance. It provides insights into the effectiveness of different clustering methods, including K-means and hierarchical clustering, by quantifying the trade-off between intra-cluster distance and inter-cluster distance.
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