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Table 4 Results of clustering quality on the Vehicle_sensIT dataset (ARI Score)

From: Big data fuzzy C-means algorithm based on bee colony optimization using an Apache Hbase

Algorithm

class1

class2

class3

Overall

PCM

0.53

0.51

0.65

0.59

wPCM

0.60

0.64

0.70

0.65

HOPCM-15

0.84

0.75

0.89

0.85

HOPCM

0.84

0.79

0.85

0.84

Proposed method

0.85

0.93

0.91

0.89