Table 7 Statistical results of each comparison model.
From: Prediction of pKa Values for Neutral and Basic Drugs based on Hybrid Artificial Intelligence Methods
Models | AARD | RMSEP | R2 | Average calculating time (S) | Average CPU utilization |
|---|---|---|---|---|---|
RBF ANN | 1.0892 | 0.4002 | 0.8833 | 36 | 64% |
PSO RBF ANN | 0.8898 | 0.1013 | 0.8952 | 57 | 75% |
CSAPSO-EDCD RBF ANN | 0.3105 | 0.0411 | 0.9685 | 38 | 59% |
