D31: The Artificial Data of Consisting of as Many as 31 Randomly...

Description References

Description

This artificial data was generated to show the strength of SUPC. Clustering D31 dataset is difficult for the partition type of clustering algorithms that require an initial set. However, SUP correctly identifies the 31 major clusters.

References

Veenman, C. J., M. J. T. Reinders, and E. Backer. 2002. A Maximum Variance Cluster Algorithm. IEEE Trans. Pattern Analysis and Machine Intelligence 24 (9): 1273–80.


supc documentation built on Dec. 11, 2021, 5:07 p.m.