ML VISUAL LAB / ML Methods

K-Means Clustering

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Intuition

Run automatic or step-by-step iterations to follow centroid movement.

Core Formula

min sum ||x - mu_k||^2

When to use it?

Segmentation, document grouping, and unlabeled data exploration.