vault backup: 2026-05-28 19:46:06
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- does not require number of clusters, requires stopping point
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- does not require number of clusters, requires stopping point
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- Agglomerative
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- Agglomerative
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- starts with each instance as cluster and merges into larger clusters
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- starts with each instance as cluster and merges into larger clusters
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- measures distances between all clusters and merges closest two into new cluster
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- divisive
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- divisive
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- starts with one cluster and splits into
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- starts with one cluster and splits into smaller clusters
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- linkage methods
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- measure distance between two closes instances
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- measure distance between two farthest instances
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- distance between each cluster's centroid
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- dendrograms
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- used to visualize clustering hierarchy
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- basically just a cladogram
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- clades, links, leaves
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- does not assume spherical clusters
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- sensitive to outliers
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-
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