max_cluster_size parameter does not work

[giovannicozzolongo]

I am trying to apply HDBSCAN to a dataset called X in order to find clusters with a certain maximum size (e.g. 5), but the max_cluster_size parameter is not working (i.e. the result contains clusters bigger than 5).

param = {"cut_distance": 0.01}
hdb = HDBSCAN(max_cluster_size=5)
hdb.fit(X)
labels = hdb.dbscan_clustering(**param)