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Table 3 The performance of Multi-SBI with random sampling and PU-sampling

From: Small molecule drug and biotech drug interaction prediction based on multi-modal representation learning

Method

ACC

AUC

AUPR

F1

Pre

Rec

PU-sampling

0.9676

0.9997

0.9892

0.8673

0.9039

0.8509

SMOTE

0.9512

0.9994

0.9632

0.8456

0.8829

0.8398

random sampling

0.9101

0.9991

0.9586

0.8345

0.8693

0.8139

  1. The best performance is shown in bold