Table 12 Comparison of our proposed model with existing state-of-the-art models.

From: GRUATT-AVP: leveraging a novel attention-based gated recurrent unit to advance the accuracy of antiviral peptide prediction

Classifiers

Accuracy

Precision

Recall

F1 Score

GRUATT-AVP

0.948

0.956

0.942

0.949

Deep-AVPiden22

0.898

0.902

0.900

0.901

iACVP8

0.658

0.773

0.465

0.581

AVPIden6

0.599

0.572

0.737

0.644

Meta-iAVP9

0.576

0.587

0.587

0.587

DeepAVP13

0.530

0.539

0.589

0.563

iAMP-CA2L14

0.523

0.888

0.662

0.759

PreTP-Stack10

0.520

0.547

0.388

0.454

ENNAVIA17

0.512

0.557

0.515

0.535

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