Future Journal of Pharmaceutical Sciences

Table 3 Comparison of experimental results with ANN predicted results

From: Development of trigger sensitive hyaluronic acid/palm oil-based organogel for in vitro release of HIV/AIDS microbicides using artificial neural networks

Run	Factors			Responses
	Factors			Mucin adsorption (%)		Flux (μg/cm²/min^1/2)
	HA concentration (ml)	Volume of surfactant (ml)	Reaction time (min)	Experiment	Predicted	Experiment	Predicted
1	0.12	5.22	0.26	23.11	23.11	3.85	3.85
2	0.12	6.18	0.26	21.23	21.23	2.99	2.99
3	0.12	6.18	0.44	39.72	39.72	3.73	3.73
4	0.15	6.50	0.35	55.73	55.73	4.11	4.11
5	0.15	5.70	0.50	68.73	68.73	4.83	4.83
6	0.18	5.22	0.26	21.45	21.45	2.78	2.78
7	0.12	5.22	0.44	37.50	37.50	3.98	3.98
8	0.18	5.22	0.44	28.33	28.33	2.97	2.97
9	0.18	6.18	0.44	31.98	31.98	3.09	3.09
10	0.15	5.70	0.35	32.99	50.84	4.01	4.06
11	0.20	5.70	0.35	33.87	33.87	3.11	3.11
12	0.15	5.70	0.35	59.99	50.84	4.21	4.06
13	0.15	5.70	0.20	46.77	46.77	4.11	4.11
14	0.10	5.70	0.35	25.78	25.78	2.67	2.67
15	0.18	6.18	0.26	23.01	23.01	2.33	2.33
16	0.15	5.70	0.35	35.88	50.84	3.63	4.06
17	0.15	4.90	0.35	44.67	44.67	3.42	3.42
18	0.15	5.70	0.35	57.32	50.84	4.32	4.06
19	0.15	5.70	0.35	60.11	50.84	4.11	4.06
20	0.15	5.70	0.35	58.73	50.84	4.08	4.06

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