Interactive Hierarchical Clustering

Visualize Agglomerative Clustering and Dendrograms step-by-step.

Clusters
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Agglomerative Strategy

  • Start with N clusters (1 point each).
  • Find the two closest clusters based on Linkage:
    • Single: Closest pair of points.
    • Complete: Farthest pair of points.
    • Average: Avg dist between all pairs.
    • Centroid: Dist between centers.
  • Merge them into one.
  • Repeat until only 1 cluster remains.

1. Settings

Distance between closest points in clusters.

2. Control

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Information

Current Height: 0.00
Latest Merge: None

Feature Space

Dendrogram