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Table 6 The prediction performance of binding affinity

From: DLM-DTI: a dual language model for the prediction of drug-target interaction with hint-based learning

 

AUROC

AUPRC

Sensitivity

Specificity

Student only

0.900 ± 0.001

0.612 ± 0.003

0.845 ± 0.024

0.805 ± 0.018

Teacher only

0.911 ± 0.002

0.635 ± 0.002

0.880 ± 0.012

0.800 ± 0.014

Adaptation

0.912 ± 0.004

0.643 ± 0.006

0.888 ± 0.014

0.793 ± 0.015

  1. Performances of five randomly initialized runs were averaged
  2. Best performance is highlighted in bold
  3. BindingDB dataset is utilized
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Journal of Cheminformatics

ISSN: 1758-2946

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