Clustering Using Mean Shift Algorithm in ML (Practical using MATLAB)

Prerequisite:
Mall Customer Segmentation using k-means Clustering | Machine Learning | MATLAB
   • Mall Customer Segmentation using k-means C...  
In-depth Intuition of Mean-Shift Clustering
   • Indepth Intuition of Mean-Shift Clustering  
Dataset:
https://www.kaggle.com/vjchoudhary7/c...

Code:
clc
clear all
close all
warning off
x=readtable('Mall_customers.csv');
x=table2array(x(:,4:5));
scatter(x(:,1),x(:,2),'filled')
[clustCent,idx,not_required] = MeanShiftCluster(x',25,0);
% numel(unique(idx))
gscatter(x(:,1),x(:,2),idx);
clustCent=clustCent';
hold on;
for i=1:5
t=0:0.01:2*pi;
x=clustCent(i,1)+cos(t);
y=clustCent(i,2)+sin(t);
fill(x,y,'k');
end

Function Code:
------------------------
https://github.com/SatadruMukherjee/D...


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