Testing unsupervised clustering
General speaking, you can assign the cluster to the new value using the method of that clustering method. For example, if you are using the DBSACAN algorithm, you can assign the cluster to the new value, if it is reachable from one core points of a cluster (in a tie situation, we can assign the more density cluster or many other methods).