AI Glossary

Clustering

Also called cluster analysis

What does “Clustering” mean?

Clustering: Grouping examples by similarity without relying on predefined class labels. Different clustering algorithms can find groups of different shapes and sizes.

Clustering visual guide: Grouping examples by similarity without relying on predefined class labels. Different clustering algorithms can find groups of different shapes and sizes.
Visual guide Open full size (new tab)

What is an example of “Clustering”?

A product team groups support tickets by embedding similarity to discover common problems.

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See also

Unsupervised learningTermEmbeddingsTermClassificationTermApproximate nearest neighborsTerm

Same topic

ComputeTermClass imbalanceTermContinual learningTermCheckpointTermContrastive learningTerm