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