How can i automatically Fill Legend using Cluster Number (K-means)

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Stephen john
Stephen john 2022-5-12
编辑： Jan 2022-5-13
Hello everyone, I hope you are doing well.
I have the following Dataset,
i have Find the Optimal Clusters for this dataset using evalclusters (K)
and Apply Kmeans to the dataset with Optimal Clusters K
Now i am ploting gscatter plot with manually enter legend cluster number for example Cluster 1, Cluster 2, Cluster 3....
I want to plot it automatically , Like when Optimal Clusters K find the gscatter plot shows thats clusters
%Read Dataset
%Find the Optimal Clusters for this dataset
eva = evalclusters(dataset1,'kmeans','silhouette','KList',[1:10])
K=eva.OptimalK;
%Apply Kmeans to the dataset with Optimal Clusters K
[idx,C,sumdist] = kmeans(dataset,K,'Display','final','Replicates',5);
%Plot the Clusters
figure
gscatter(dataset(:,1),dataset(:,2),idx,'bgmkr')
hold on
plot(C(:,1),C(:,2),'kx')
%NEED TO change here depend on value of K
legend('Cluster 1','Cluster 2','Cluster 3','Cluster 4','Cluster 5','Cluster Centroid')
  1 个评论
Jan
Jan 2022-5-13
编辑：Jan 2022-5-13
@Stephen john: Please do not try to catch the attraction of other users using the @ method. Remember, that these persons are informed, when you mention them and imagine what happens, if all asking persons do this. I would drown in a pile of messages and disable the service immediately. Thanks.

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回答（1 个）

KSSV
KSSV 2022-5-12
%Read Dataset
%Find the Optimal Clusters for this dataset
eva = evalclusters(dataset,'kmeans','silhouette','KList',[1:10])
K=eva.OptimalK;
%Apply Kmeans to the dataset with Optimal Clusters K
[idx,C,sumdist] = kmeans(dataset,K,'Display','final','Replicates',5);
%Plot the Clusters
figure
gscatter(dataset(:,1),dataset(:,2),idx,'bgmkr')
hold on
plot(C(:,1),C(:,2),'kx')
%NEED TO change here depend on value of K
G = max(idx) ;
str = repmat("Cluster ",G,1) ;
str = strcat(str,string((1:G)')) ;
lgd = legend([str ; "Cluster Centroid"]) ;

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