Development of Quantitative Structure-Property Relationship Models for Self-Emulsifying Drug Delivery System of 2-Aryl Propionic Acid NSAIDs

Table 6

Statistical qualities of different models.

Model	𝑛	𝑅^2	MSE	RMSEP	RSEP (%)	MAE (%)	Model	𝑛	𝑅^2	MSE	RMSEP	RSEP (%)	MAE (%)
1^MLR	72	0.948	0.0094	0.097	5.999	7.9375	7 ^ANN	72	0.989	0.0080	0.089	5.507	5.993
2^MLR	72	0.932	0.0254	0.159	5.539	13.402	8 ^ANN	72	0.994	0.0089	0.094	3.269	5.112
3^MLR	72	0.943	0.0065	0.081	5.417	6.204	9 ^ANN	72	0.994	0.0037	0.061	4.098	4.190
4^MLR	72	0.949	0.0008	0.028	4.942	2.292	10 ^ANN	72	0.993	0.0003	0.016	2.778	1.209
5^MLR	72	0.822	0.0213	0.1459	6.683	12.053	11 ^ANN	72	0.989	0.0046	0.0677	3.100	5.243
6^MLR	72	0.967	0.0104	0.1019	5.326	8.316	12 ^ANN	72	0.990	0.0089	0.0943	4.928	6.272