Optimizing Numerous Influencing Parameters of Nano-SiO₂/Banana Fiber-Reinforced Hybrid Composites using Taguchi and ANN Approach

Table 9

Comparison of experimental vs. ANN results.

Sl. no.	Experimental results			ANN results			Predicted error
	Tension	Flexural	Impact	Tension	Flexural	Impact	Tension	Flexural	Impact
1	26.57	49.15	18.56	27.25	49.52	19.09	−2.5734	−0.7426	−2.859
2	33.24	57.82	28.67	33.64	57.40	28.55	−1.1996	0.72639	0.40766
3	35.24	55.62	26.47	34.61	56.63	27.28	1.78419	−1.8114	−3.0719
4	34.9	56.48	27.33	34.93	56.69	27.34	−0.0752	−0.3674	−0.048
5	33.57	55.15	26	33.60	55.36	26.01	−0.0782	−0.3762	−0.0505
6	31.88	58.46	29.31	31.25	59.47	30.12	1.97224	−1.7234	−2.7742
7	40.57	63.15	34	40.97	62.73	33.88	−0.9829	0.66508	0.34375
8	41.9	64.48	35.33	42.58	64.85	35.86	−1.6319	−0.5661	−1.5019
9	33.9	56.48	27.33	34.30	56.06	27.21	−1.1763	0.74363	0.42764
10	38.25	60.83	31.68	39.01	61.20	32.21	−1.9869	−0.6	−1.675
11	41.87	64.45	35.3	42.21	64.66	35.31	−0.812	−0.322	−0.0372
12	47.36	60.32	31.17	46.98	61.33	31.98	0.80236	−1.6703	−2.6087
13	35.46	58.04	28.89	35.01	59.05	29.70	1.26904	−1.7359	−2.8146
14	36.98	59.56	30.41	37.01	59.77	30.42	−0.071	−0.3484	−0.0432
15	37.97	60.55	31.4	38.65	60.92	31.93	−1.8008	−0.6028	−1.6899
16	38.12	60.7	29.56	38.52	60.28	29.44	−1.046	0.69193	0.39538