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 |