Measuring stability of spectral clustering
Preprint, 2019
The structured and unstructured distances to ambiguity are compared on some example graphs. The numerical experiments show, in particular, that selecting the number k of clusters according to the criterion of maximal stability can lead to different results for the structured and unstructured stability indicators.
Författare
Eleonora Andreotti
Trafiksäkerhetsanalys och olycksprevention
Dominik Edelmann
Universität Tübingen
Nicola Guglielmi
Universita degli Studi dell'Aquila
Christian Lubich
Universität Tübingen
Ämneskategorier
Beräkningsmatematik
Diskret matematik
Matematisk analys