Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures

Hyeon Jeon, Michael Aupetit, DongHwa Shin +3

We address the lack of reliability in benchmarking clustering techniques based on labeled datasets. A standard scheme in external clustering validation is to use class labels as gr…