TABLE 8.
Noise | Organization | FCM | CoFKM | TW-k-means | CombKM | Coclustering | IMV-FCM |
0% | A | 85.73% | 88.22% | 87.76% | 87.85% | 89.96% | 90.45% |
B | 74.52% | 77.85% | 76.90% | 77.11% | 79.93% | 79.76% | |
C | 65.98% | 68.31% | 67.58% | 68.32% | 69.94% | 70.74% | |
Mean | 75.41% | 78.13% | 77.41% | 77.76% | 79.94% | 80.32% | |
3% | A | 84.98% | 87.52% | 88.65% | 87.03% | 87.67% | 89.20% |
B | 73.87% | 76.48% | 76.77% | 75.96% | 76.35% | 78.16% | |
C | 64.76% | 66.54% | 67.12% | 65.87% | 66.11% | 67.91% | |
Mean | 74.54% | 76.85% | 77.51% | 76.29% | 76.71% | 78.42% | |
5% | A | 84.17% | 86.11% | 86.59% | 85.90% | 85.97% | 87.79% |
B | 73.25% | 75.43% | 75.86% | 74.97% | 74.98% | 76.58% | |
C | 64.88% | 66.35% | 66.36% | 65.89% | 66.99% | 67.02% | |
Mean | 74.10% | 75.96% | 76.27% | 75.59% | 75.98% | 77.13% | |
7% | A | 82.21% | 84.46% | 82.32% | 82.98% | 82.12% | 85.80% |
B | 72.62% | 74.02% | 73.52% | 73.87% | 73.48% | 75.35% | |
C | 64.14% | 66.62% | 65.07% | 65.85% | 65.17% | 67.56% | |
Mean | 72.99% | 75.03% | 73.64% | 74.23% | 73.59% | 76.24% | |
9% | A | 76.68% | 82.23% | 80.61% | 81.02% | 81.43% | 83.56% |
B | 70.25% | 73.18% | 71.17% | 71.65% | 71.98% | 72.20% | |
C | 62.27% | 65.83% | 64.59% | 64.04% | 64.47% | 71.80% | |
Mean | 69.73% | 73.75% | 72.12% | 72.24% | 72.63% | 75.85% |