Cluster below a numeric threshold

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Denise Selegato
Denise Selegato el 28 de Feb. de 2020
Editada: Denise Selegato el 28 de Feb. de 2020
Hi,
I am having a dificulty here to use the cluster function.
Please, I need to cluster the data where values below the number 2 (or any other arbitrary number) for the linkage belongs to the same cluster.
Thank you in advance
%Create the pdist, link and HCA
distance_centroid_matrix=pdist(centroid_peaks);
link=linkage(distance_centroid_matrix); % In the linkage I need to the values below '2' or '2.2361' belongs to the same cluster/peak
[hout,T,perm]=dendrogram(link ,0);
% cluster the data
% ? ? ? ? That is the part I don't undertand. What is cutoff and depth and how should I do
hca_cutoof=2 % ?
D=2 % ?
T = cluster(link,'cutoff',hca_cutoof,'Depth',D);

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