Table 3.

Effect of parameter tuning with classification accuracy (%).

Run	DS-ANFIS	DS	#Rules
1	82.01 ± 6.92	68.83 ± 9.72	13.6
2	81.77 ± 6.71	67.01 ± 7.19	13.8
3	81.77 ± 6.50	69.41 ± 8.20	13.9
4	80.46 ± 6.72	68.64 ± 7.15	14.1
5	81.23 ± 5.68	65.38 ± 10.40	14.1
6	81.49 ± 7.66	66.49 ± 9.92	14
7	80.43 ± 7.27	67.06 ± 6.34	13.7
8	81.79 ± 3.66	64.27 ± 9.32	13.9
9	81.79 ± 6.85	65.92 ± 8.02	14.4
10	84.21 ± 4.99	69.72 ± 4.62	14.2
Average	81.694 ± 1.05	67.274 ± 1.83	13.97