Skip to main content

Table 6 Results of clustering quality on the MSRC-v1 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 0.53 0.49 0.62 0.65 0.61 0.54 0.63 0.61
wPCM 0.59 0.61 0.68 0.71 0.65 0.69 0.67 0.67
HOPCM-15 0.81 0.74 0.84 0.81 0.78 0.82 0.72 0.80
HOPCM 0.80 0.77 0.82 0.84 0.79 0.83 0.75 0.80
Proposed method 0.84 0.83 0.81 0.80 0.85 0.84 0.79 0.83