Table 2.

Actual and predicted value of all batches

Run order	Formulation code	PVA (%)	PLGA (%)	Chitosan (%)	Particle size (nm)		Entrapment efficiency (%)		Drug loading (%)
					Actual	Predicted	Actual	Predicted	Actual	Predicted
1	F1	1.00	0.40	0.20	156.21 ± 15.23	152.16	20.54 ± 6.25	21.80	9.24 ± 2.12	9.09
2	F2	2.00	0.40	0.60	170.32 ± 13.67	169.97	49.21 ± 2.54	49.45	11.21 ± 1.43	11.29
3	F3	3.00	0.40	0.20	102.60 ± 20.54	104.81	38.31 ± 5.76	39.49	15.26 ± 1.98	15.32
4	F4	3.00	0.40	1.00	143.24 ± 16.21	147.29	59.54 ± 2.22	58.28	13.85 ± 1.54	14.00
5	F5	1.00	0.60	0.60	190.54 ± 11.86	192.92	37.43 ± 5.75	37.61	3.85 ± 1.23	3.91
6	F6	2.00	0.40	0.60	169.43 ± 15.23	169.97	49.65 ± 3.23	49.45	11.23 ± 1.54	11.29
7	F7	3.00	0.20	0.60	116.40 ± 18.21	114.02	40.23 ± 4.12	40.05	16.01 ± 1.01	15.95
8	F8	2.00	0.20	0.20	128.12 ± 17.32	128.29	26.41 ± 6.43	25.40	14.02 ± 1.21	14.01
9	F9	1.00	0.20	0.60	187.54 ± 10.43	191.42	20.43 ± 5.34	20.18	10.44 ± 2.4	10.60
10	F10	1.00	0.40	1.00	208.76 ± 8.54	206.55	38.32 ± 3.54	37.14	8.09 ± 3.2	8.19
11	F11	2.00	0.20	1.00	180.76 ± 9.76	179.10	48.54 ± 2.54	49.97	12.06 ± 2.13	11.96
12	F12	2.00	0.40	0.60	172.35 ± 14.54	169.97	49.11 ± 3.25	49.45	11.43 ± 1.43	11.29
13	F13	2.0	0.60	0.20	154.61 ± 13.86	156.27	51.32 ± 2.05	49.89	8.09 ± 3.65	8.19
14	F14	2.00	0.40	0.60	168.32 ± 14.90	169.97	49.76 ± 2.34	49.45	11.28 ± 1.38	11.29
15	F15	2.00	0.40	0.60	169.42 ± 13.51	169.97	49.54 ± 2.43	49.45	11.32 ± 2.13	11.29
16	F16	2.00	0.60	1.00	202.50 ± 9.21	202.33	58.43 ± 1.12	59.44	6.87 ± 4.23	6.88
17	F17	3.00	0.60	0.60	167.60 ± 12.54	163.72	56.32 ± 1.49	56.57	11.90 ± 2.12	11.74