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Table 5 Evaluation of GRU-GCN coordination-based prediction model for miRNA-disease association

From: Establishing a GRU-GCN coordination-based prediction model for miRNA-disease associations

Dataset

Class

AUC

Precision

Recall

F1-Score

Circulation

Down

0.9331

0.7959

0.6964

0.7429

NS

0.9103

0.8413

0.8689

0.8548

Up

0.9353

0.7805

0.7901

0.7853

Tissue

Down

0.8144

0.6289

0.6455

0.6371

NS

0.8341

0.6650

0.6782

0.6716

Up

0.8021

0.7042

0.6787

0.6912

Genetics

Down

0.8648

0.8819

0.8971

0.8894

Up

0.8653

0.8133

0.7888

0.8009

All

Down

0.8071

0.4070

0.6250

0.4930

NS

0.8138

0.8595

0.5683

0.6842

Up

0.8334

0.5221

0.7284

0.6582

  1. Down: downregulated, NS: nonspecific, Up: upregulated
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BMC Genomic Data

ISSN: 2730-6844

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