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. 2022 Oct 4;62(20):4852–4862. doi: 10.1021/acs.jcim.2c00715

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
a

*AUCROC score; silhouette score.