Table 5. BBB Permeability Prediction.
| algorithms and fingerprints | threshold | α-mangostin | AMG-1 |
|---|---|---|---|
| SVM and MACCS | 0.02 | –0.046 | –0.094 |
| SVM and Openbabel (FP2) | 0 | 0.146 | 0.155 |
| SVM and Molprint 2D | 0 | 0.341 | 0.681 |
| SVM and PubChem | 0 | –0.070 | –0.135 |
| AdaBoost and MACCS | 0 | –4.006 | –0.070 |
| AdaBoost and Openbabel (FP2) | 0 | 8.623 | 9.675 |
| AdaBoost and Molprint 2D | 0 | –1.614 | 3.049 |
| AdaBoost and PubChem | 0 | 0.089 | 1.226 |