Skip to main content

Table 1 The performance of seven LDA prediction models

From: GCNFORMER: graph convolutional network and transformer for predicting lncRNA-disease associations

Method

AUC

AUPR

ACC

F1

Mcc

GCNFORMER

0.9739

0.9812

0.9726

0.9693

0.9461

IPCARF

0.9689

0.9646

0.9093

0.9168

0.8403

GCLMTP

0.9648

0.9616

0.8992

0.9006

0.8069

MAGCNSE

0.9532

0.9593

0.9526

0.9544

0.8965

LR-GNN

0.9189

0.1875

0.8596

0.5689

0.5598

VGAELDA

0.9126

0.7658

0.9718

0.5863

0.6456

SIMCLDA

0.7455

0.0899

0.7834

0.2748

0.2376

Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us