Research Article
Unsupervised Approach Data Analysis Based on Fuzzy Possibilistic Clustering: Application to Medical Image MRI
Table 11
Accuracy clustering by FCM, PCM, PFCM, and HPFCM, using IBSR dataset.
| Image | FCM | PCM | PFCM | HPFCM |
| IM1 | 84.44 | 85.83 | 95.43 | 96.84 | IM2 | 83.03 | 83.78 | 93.81 | 94.51 | IM3 | 87.83 | 82.64 | 94.59 | 95.65 | IM4 | 85.73 | 85.33 | 92.76 | 93.91 | IM5 | 84.84 | 85.69 | 93.13 | 94.75 | IM6 | 85.65 | 81.97 | 93.20 | 94.98 | IM7 | 85.49 | 87.16 | 93.19 | 94.35 | IM8 | 88.97 | 85.38 | 92.05 | 94.87 | IM9 | 87.5 | 83.12 | 93.33 | 95.19 | IM10 | 88.99 | 88.84 | 93.65 | 95.87 |
|
|