Kernel and neighborhood methods · MLD-0799
Nearest-neighbor search
Finding stored items closest to a query under a chosen similarity or distance.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Retrieve similar embeddings.
Original caveat
Retrieval quality depends on representation quality.
Context and aliases
Level: Intermediate. Stages: Theory · Training · Inference.
Tags: ML.
Aliases: NN search.
Related concepts
Concepts linking here
Original references
- scikit-learn: nearest neighbors ↗ · Reference link
- scikit-learn: support vector machines ↗ · Reference link
- Original reference URL ↗