Selecting the Number of Clusters $K$ with a Stability Trade-off: an Internal Validation Criterion

Alex Mourer, Florent Forest, Mustapha Lebbah +2

Model selection is a major challenge in non-parametric clustering. There is no universally admitted way to evaluate clustering results for the obvious reason that no ground truth i…