Table 3 Training and testing accuracy of ANN at various configurations.

S. No.	1st hidden layer	2nd hidden layer	(η)	Iterations	Training accuracy	Testing accuracy
1	1	2	0.05	50	32.50	33.33
2	1	2	0.15	50	64.20	65.55
3	1	2	0.25	50	32.40	33.33
4	1	2	0.35	50	65.50	66.67
5	1	2	0.45	50	57.77	58.33
6	1	2	0.55	50	63.75	76.77
7	1	2	0.65	50	63.45	65.00
8	1	2	0.75	50	63.45	58.33
9	1	2	0.85	50	57.44	61.33
10	1	2	0.99	50	56.70	58.33
11	2	2	0.05	100	94.60	90.00
12	2	2	0.15	100	95.50	90.00
13	2	2	0.25	100	93.40	89.33
14	2	2	0.45	100	95.90	90.00
15	3	2	0.05	100	96.40	90.00
16	3	2	0.15	100	96.40	84.00
17	3	2	0.45	100	95.00	80.00
18	4	2	0.15	100	97.90	85.00
19	4	2	0.25	100	97.91	96.67
20	4	2	0.35	100	97.92	45.00
21	4	2	0.35	300	95.80	51.77
22	4	2	0.35	50	96.70	70.00
23	5	2	0.15	100	97.92	85.00

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