Table 1.
Summary of datasets used in the study for the DeepChem-based method.
| Dataset Type | Split | Datapoints | % Active/Toxic Compounds | Sources |
|---|---|---|---|---|
| Antibacterial Activity | Training | 98,261 | 0.31 | In-house + SPARK + COADD databases |
| Validation | 24,590 | 0.36 | ||
| Test | 2,208 | 1.63 | ||
| Toxicity | Training | 40,566 | 4.78 | In-house + Clintox + Tox21 databases |
| Validation | 10,141 | 4.77 | ||
| Test | 12,676 | 4.76 | ||
| XGBoost | Training | 385 | N/A | KEGG database |
| Test | 97 | N/A |