Clustering Solution Dendrogram

A Clustering Solution Dendrogram is a visual representation used to depict the results of hierarchical clustering in data analysis. It shows how individual data points are grouped into clusters based on their similarities, with the branches of the dendrogram indicating the levels of similarity at which data points or clusters are merged. This hierarchical structure helps in identifying natural groupings in the data and determining the optimal number of clusters by observing significant splits in the diagram. Clustering Solution Dendrograms are widely used in fields like bioinformatics, market segmentation, and image recognition to understand complex relationships within datasets. They provide a clear and concise way to visualize the entire clustering process, aiding in the interpretation and validation of clustering results.

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