ml
K-Means Visualizer
K-Means++ initialization, step-through iterations watching centroids move, elbow method (k=1–8) with auto-detected elbow via max second derivative.
Data Points (x, y per line)
Settings
Init Method
Results
Iterations to converge2
Final inertia16.334
Final Centroids
C1: (4.067, 4.1)
C2: (1.825, 1.075)
C3: (5.84, 1.1)
Iteration 1 / 2 — inertia: 23.32
Elbow Method — suggested k=4
● elbow (max Δ²inertia)★ centroid