cvi.modules.WB

WB-Index (WB) Cluster Validity Index.

References

1. 12. 5. Brito da Silva, N. M. Melton, and D. C. Wunsch II, “Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study,” ArXiv e-prints, Feb 2019, arXiv:1902.06711v1 [cs.LG].

2. 17. Zhao, M. Xu, and P. Franti, “Sum-of-Squares Based Cluster Validity Index and Significance Analysis,” in Adaptive and Natural Computing Algorithms, M. Kolehmainen, P. Toivanen, and B. Beliczynski, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp. 313-322.

3. 17. Zhao and P. Franti, “WB-index: A sum-of-squares based index for cluster validity,” Data Knowledge Engineering, vol. 92, pp. 77-89, 2014.

4. 13. Moshtaghi, J. C. Bezdek, S. M. Erfani, C. Leckie, and J. Bailey, “Online Cluster Validity Indices for Streaming Data,” ArXiv e-prints, 2018, arXiv:1801.02937v1 [stat.ML].

5. 13. Moshtaghi, J. C. Bezdek, S. M. Erfani, C. Leckie, J. Bailey, “Online cluster validity indices for performance monitoring of streaming data clustering,” Int. J. Intell. Syst., pp. 1-23, 2018.