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Table 4 Average Fuzzy Rand Index achieved by FCMD-MD, Fuzzy C-Means and Fuzzy C-Medoids

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

Dataset

FCMD-MD (FRI) (%)

Fuzzy C-Means (FRI) (%)

Fuzzy C-Medoids (FRI) (%)

Australian Credit

66.40

61.81

61.69

Cylinder Bands

51.60

50

50.02