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Table 1 Performance of ablation experiments based on the HMDAD database

From: Identifying disease-related microbes based on multi-scale variational graph autoencoder embedding Wasserstein distance

Method

AUROC

AUPR

F1

Precision

Recall

Accuracy

MVGAEW

0.9798

0.9855

0.9412

0.9524

0.9302

0.9444

Del_WD

0.9446

0.9419

0.8842

0.8077

0.9767

0.8778

Del_multi-scale

0.9684

0.9715

0.9111

0.8723

0.9535

0.9111

Del_aux_1

0.9746

0.9789

0.9091

0.8889

0.9302

0.9111

Del_aux_2

0.9749

0.9808

0.9213

0.8367

0.9534

0.9222

Del_aux_1_2

0.9737

0.9799

0.8913

0.8367

0.9530

0.8889

  1. The bold values denote the max value in columns
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BMC Biology

ISSN: 1741-7007

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