Counting How Many Cluster Index

I am doing clustering with k-means, and here is the code:
[g c] = kmeans(data,k,'dist','SqEuclidean');
g is the cluster index
c is the centroid
k is the number of clusters, I input '3' in it.
When the code is executed, here is the sample result:
40 60 69 1
50 75 78 2
65 70 75 2
79 80 72 3
88 80 80 3
36 67 66 1
40 60 69 1
77 85 65 3
76 77 79 3
My question is, how to count the cluster index for each cluster? What script I should write to show this thing:
"Cluster1 has three members
Cluster2 has two members
Cluster3 has four members"
I'm getting confused because the cluster index only have one variable. Any idea?
Thank you.

Réponses (1)

Tom Lane
Tom Lane le 24 Mai 2013

1 vote

Look at these, and see if it helps:
unique(g)
find(g==3)

1 commentaire

Alvi Syahrin
Alvi Syahrin le 24 Mai 2013
Thank you. Anyway, it is working with accumarray function. ^_^

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