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Table 11 Predictive performance of using and not using stacking

From: Protein–protein interaction site prediction by model ensembling with hybrid feature and self-attention

Method

ACC

Precision

Recall

F_value

MCC

AUROC

AUPRC

PPINet 0

0.508

0.508

0.710

0.592

0.013

0.509

0.516

PPINet 1

0.527

0.540

0.425

0.475

0.057

0.549

0.539

PPINet 2

0.543

0.544

0.578

0.560

0.087

0.562

0.551

Stacking

0.549

0.489

0.565

0.512

0.105

0.571

0.554

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BMC Bioinformatics

ISSN: 1471-2105

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