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