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Observed and predicted pIC50 values for tetra- variable model using SVM and MLR dataset 1 (9 Compounds).
| Molecule | Experimental pIC50 | Predicted(pIC50) | Predicted(pIC50) |
|---|---|---|---|
| Linear (MLR) | Non-Linear (SVM) | ||
| Acacetin | 4.699 | 4.531 | 4.687 |
| Saikosaponin A | 4.301 | 4.368 | 4.289 |
| Saikogenin G | 4.301 | 4.388 | 4.307 |
| Cimicidanol | 5.398 | 5.455 | 5.402 |
| Rutaecarpine | 6.000 | 5.895 | 5.994 |
| flunitrazepam | 3.699 | 3.645 | 3.699 |
| honokiol | 4.658 | 4.703 | 4.652 |
| magnolol | 4.495 | 4.633 | 4.498 |
| 6-methylflavone | 3.921 | 3.854 | 3.915 |
