TABLE 9.
Noise | Organization | FCM | CoFKM | TW-k-means | CombKM | Coclustering | IMV-FCM |
0% | A | 93.24% | 94.75% | 94.28% | 93.39% | 94.02% | 95.27% |
B | 86.51% | 87.79% | 87.61% | 86.87% | 87.99% | 88.51% | |
C | 80.45% | 82.44% | 82.83% | 82.10% | 83.04% | 85.06% | |
Mean | 86.73% | 88.33% | 88.24% | 87.45% | 88.35% | 89.61% | |
3% | A | 92.28% | 93.68% | 93.77% | 93.91% | 94.23% | 95.08% |
B | 85.30% | 86.84% | 87.04% | 86.89% | 86.57% | 87.62% | |
C | 79.47% | 82.02% | 83.22% | 82.16% | 83.01% | 84.41% | |
Mean | 85.68% | 87.51% | 88.01% | 87.65% | 87.94% | 89.04% | |
5% | A | 91.36% | 91.03% | 91.14% | 91.09% | 91.74% | 93.86% |
B | 84.89% | 84.47% | 84.66% | 84.82% | 84.96% | 86.68% | |
C | 78.55% | 80.10% | 80.23% | 80.34% | 80.08% | 83.71% | |
Mean | 84.93% | 85.20% | 85.34% | 85.41% | 85.59% | 88.08% | |
7% | A | 89.62% | 90.02% | 90.91% | 90.54% | 90.74% | 92.95% |
B | 84.01% | 83.36% | 83.82% | 83.57% | 84.10% | 85.45% | |
C | 77.86% | 79.03% | 79.65% | 79.66% | 80.12% | 82.79% | |
Mean | 83.83% | 84.14% | 84.79% | 84.59% | 84.99% | 87.06% | |
9% | A | 85.76% | 88.44% | 88.62% | 88.79% | 89.76% | 91.87% |
B | 83.79% | 81.45% | 81.89% | 81.63% | 82.30% | 83.67% | |
C | 77.23% | 77.72% | 77.79% | 77.87% | 78.31% | 81.32% | |
Mean | 82.26% | 82.54% | 82.77% | 82.76% | 83.46% | 85.62% |