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Table 2 Average AUCs of seven algorithms with 10 repeats

From: DAE-CFR: detecting microRNA-disease associations using deep autoencoder and combined feature representation

 

AUC (fivefold CV)

AUC (tenfold CV)

DAE-CFR

0.9692 ± 0.0014

0.9696 ± 0.0012

ABMDA

0.8776 ± 0.0080

0.8639 ± 0.0080

GBDT-LR

0.9358 ± 0.0018

0.9362 ± 0.0017

KATZMDA

0.9032 ± 0.0005

0.9042 ± 0.0002

DFELMDA

0.9478 ± 0.0013

0.9484 ± 0.0020

NCPMDA

0.8638 ± 0.0014

0.9091 ± 0.0003

LWBRW

0.9130 ± 0.0004

0.9140 ± 0.0002

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BMC Bioinformatics

ISSN: 1471-2105

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