Centroid Initialization | Vibepedia

Centroid initialization is a critical first step in the K-means clustering algorithm, significantly impacting the quality and speed of convergence. Various methods exist, ranging from simple random selection to more sophisticated probabilistic and deterministic approaches, each with its own trade-offs.