K-Nearest Neighbours — Glossary

knn

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Definition

Predicts each sample from the k most similar rows in feature space — no fitted model. Simple and effective on smooth data, sensitive to scaling and irrelevant features.

Examples

A plot's predicted yield from its 5 most similar plots.

Related terms

Machine Learning Feature Scaling