K-Means Clustering — Glossary
K-Means Clustering
Analysis Methodkmeans
Definition
Partitions samples into k clusters by minimising within-cluster distance to each cluster centroid. Fast and effective for compact, roughly spherical clusters.
Examples
k=3 zones from soil + cover features.
Related terms
Clustering Number of Clusters (k) Agglomerative (Hierarchical) Clustering