What is perplexity in t-SNE?

Updated May 16, 2026

Short answer

Perplexity controls the balance between local and global structure in t-SNE.

Deep explanation

It defines effective number of neighbors considered when computing similarity. Low perplexity focuses on local clusters; high values consider broader structure.

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