Journal of Big Data

Table 5 Results of clustering quality on the Caltech101 dataset (ARI Score)

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

Algorithm	class1	class2	class3	class4	class5	class6	class7	Overall
PCM	0.63	0.61	0.72	0.73	0.70	0.62	0.71	0.71
wPCM	0.67	0.70	0.75	0.79	0.77	0.77	0.77	0.76
HOPCM-15	0.89	0.85	0.92	0.89	0.87	0.91	0.81	0.89
HOPCM	0.89	0.87	0.93	0.90	0.89	0.92	0.87	0.90
Proposed method	0.94	0.92	0.94	0.93	0.91	0.94	0.93	0.92

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