2. Predicted pIC50 Values of FDA-Approved Compounds Obtained by ML Method with Venetoclax as the Reference Molecule, along with Their 3-Replicate Average MM/GBSA Scores, CNN Affinity Scores, Anticancer Activity Scores, and Ligand Efficiency Statistics.
| compound | predicted pIC50 | average MM/GBSA (kcal/mol) | CNN affinity | anticancer activity score | ligand efficiency (kcal/mol) |
|---|---|---|---|---|---|
| Venetoclax | 9.08 | –132.14 | 9.33 | 0.72 | –2.17 |
| Lanraplenib | 9.11 | –70.49 | 6.82 | 0.66 | –2.14 |
| Trazodone | 9.1 | –62.29 | 6.72 | 0.82 | –2.40 |
| Cobimetinib | 9.46 | –58.34 | 7.59 | 0.63 | –1.94 |
| Clozapine N-oxide | 9.09 | –57.06 | 6.92 | 0.45 | –2.38 |
| Hexetidine | 9.64 | –54.96 | 6.67 | 0.27 | –2.29 |
| Buspirone | 9.62 | –54.39 | 7.19 | 0.82 | –1.94 |
| Tosufloxacin | 9.16 | –48 | 6.89 | 0.07 | –1.66 |
| Piperaquine | 10.06 | –41.91 | 7.96 | 0.68 | –1.13 |
| Baricitinib | 9.33 | –37.12 | 6.59 | 0.8 | –1.43 |
| Vildagliptin | 9.09 | –27.99 | 6.54 | 0.31 | –1.27 |