New measures for evaluating fuzzy partitions induced through c-shells clustering

Rajesh N. Dave; Kurra Bhaswan

doi:10.1117/12.57077

1 February 1992 New measures for evaluating fuzzy partitions induced through c-shells clustering

Rajesh N. Dave, Kurra Bhaswan

Proceedings Volume 1607, Intelligent Robots and Computer Vision X: Algorithms and Techniques; (1992) https://doi.org/10.1117/12.57077
Event: Robotics '91, 1991, Boston, MA, United States

Abstract

New performance measures for evaluating fuzzy partitions obtained through c-shells clustering are introduced. It is shown that the conventional measures for the fuzzy partitions do not perform well for the FCS clustering. A new set of indices are introduced to evaluate the structure characterized by the FCS algorithms. Examples are presented to demonstrate the superiority of the criteria proposed over the existing ones.

Citation Download Citation

Rajesh N. Dave and Kurra Bhaswan "New measures for evaluating fuzzy partitions induced through c-shells clustering", Proc. SPIE 1607, Intelligent Robots and Computer Vision X: Algorithms and Techniques, (1 February 1992); https://doi.org/10.1117/12.57077

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