please could someone clarify the following:
I apply Affinity Propagation (AP) algorithm to data set. The minimal number of elements in one cluster I got is three. In advance I know that my data set contain some unique elements that should be allocated to separate alone cluster. So i would like to set the minumum number of elements in any cluster is one and apply AP. Is it possible to do it in relation to AP (change some parameters) or it is property of AP to do clusterization such that each cluster has at least three elememnts.
Thank you in advance.