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In hierarchical clustering, the final clusters are represented using a a) Dendrogram diagram.
A dendrogram is a type of tree diagram that shows the arrangement of the clusters produced by hierarchical clustering. In this method, data points are sequentially combined or split based on their similarities, and the results are visualized in this diagram.
Each branch in a dendrogram represents a merger, and the length of the branches indicates the distances or dissimilarities between clusters.
For example, when working with a barley dataset, observations can be visualized along the x-axis of the dendrogram, while the y-axis shows the average genetic distances between these observations, indicating the level at which clusters are formed.
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