Table 4. AUCROC and Silhouette Scores of our Fingerprints + PCA + K-Means for Three Classification Datasetsa.
pre-trained
fingerprint score |
fine-tuned
fingerprint score |
|||
---|---|---|---|---|
dataset | * | a | * | a |
BBBP | 0.589 | 0.416 | 0.741 | 0.671 |
ClinTox | 0.533 | 0.471 | 0.814 | 0.722 |
HIV | 0.529 | 0.364 | 0.744 | 0.679 |
*AUCROC score; †silhouette score.