K-Means Clustering Calculator

Read the Theory Guide →
Pro-Tip: Analyze the pre-loaded data points below to see how centroids shift and settle across iterations, then verify it against the manual steps in theTheory Page.
Data Point
Del
P1
P2
P3
P4
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P6

* Note: K-Means is unsupervised. There is no 'Target' row and the 'Class Label'.

Select Initial Clusters:

Reference: Example Screenshot of a Solved K-Means Clustering Problem

Example of K-Means Clustering manual calculation steps generated by StepByStepML