Table 2.

Percentage misclassification error of the proposed method using divergence as distance function with 4 existing methods

Image	Prop. method (divergence)	IFCM-1	FCM	IFCM-2	KFCM
Mam-1	0.05	0.27	1.3	0.53	1.30
Mam-2	0.25	0.49	0.41	0.98	1.26
Mam-3	0.18	0.99	0.95	0.98	2.58
Mam-4	0.68	1.64	1.69	2.49	1.58
Mam-5	2.89	3.69	3.69	3.69	4.71
Mam-6	2.45	3.99	6.18	6.59	9.48
Mam_7	0.21	0.27	0.20	0.20	0.19
Mam_8	0.57	1.12	1.35	1.22	1.30
Mam-9	0.16	0.75	1.2	1.16	2.06
Mam-10	3.96	4.27	9.13	8.07	4.82
Mam-11	4.42	5.61	5.63	5.63	6.53
Mam-12	2.79	5.03	4.8	3.31	4.90
Mam-13	0.38	0.40	0.40	0.40	0.40
Mam_14	0.48	0.71	1.6	0.74	1.50
Mam-15	0.91	4.02	3.01	4.02	2.08
Mam-16	1.73	3.37	2.76	2.16	3.79
Mam-17	0.79	4.31	1.92	3.70	2.17
Mam-18	4.78	2.98	4.74	0.92	3.62
Mam-19	2.27	4.99	2.2	2.69	5.98
Mam-20	1.59	4.12	2.38	2.96	5.53
TOTAL	1.58	2.65	2.77	2.62	3.28