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Table 4 The result of the ablation study with 10 repeats

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

 

AUC (fivefold CV)

AUC (tenfold CV)

Only original association feature

0.9293 ± 0.0050

0.9330 ± 0.0039

Only similarity feature

0.9586 ± 0.0009

0.9583 ± 0.0011

DAE-CFR

0.9692 ± 0.0014

0.9696 ± 0.0012

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BMC Bioinformatics

ISSN: 1471-2105

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