title: Is train/test-Split in unsupervised learning necessary/useful?
body: <p>In supervised learning I have the typical train/test split to learn the algorithm, e.g. Regression or Classification. Regarding unsupervised learning, my question is: Is train/test split necessary and useful? If yes, why?</p>