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Table 5 Time consumption comparison of FCMD-MD with Fuzzy C-Means and Fuzzy C-Medoids

From: Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK

Dataset

FCMD-MD time (s)

Fuzzy C-Means time (s)

Fuzzy C-Medoids time (s)

Australian Credit

29.80

0.018

5.24

Cylinder Bands

39.36

0.03

8.844