Mean Shift Clustering

Parameters

Dataset

Clear All

Click canvas to add points manually

Actions

Run Mean Shift Step Once Reset Clustering Toggle Density Map

Statistics

About Mean Shift

Mean Shift iteratively moves each point towards the weighted mean of nearby points (within the bandwidth). Points converge to local density maxima (modes), which become cluster centers. Unlike k-means, it doesn't require specifying the number of clusters.