k means clustering

Create the dataset for clustering using the following code. Apply K-means clustering and determine the cluster centres. Generate the random text dataset and validate the performance of the implemented algorithm in terms of accuracy.
Mu1= [ 5 6];
Mu2= [ 25 10];
Mu3= [15, 20];
Sigma=2*eye (2);
clust1=mvnrnd(Mu1, Sigma,N);
Plot the cluster points with the computed cluster centres.

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