Roughly speaking, you are better off thinking of there as being an intrinsic ranking of the features of a thing by magnitude or importance, such that the cluster a thing belongs to is its most important feature.
How do you get the features, and how do you decide on importance? I expect for certain answers of these questions John will agree with you.
How do you get the features, and how do you decide on importance? I expect for certain answers of these questions John will agree with you.
Those are difficult questions that I don’t know the full answer to yet.