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Table 4 Results using single -omics versus multi-omics on LGG dataset

From: Integrate multi-omics data with biological interaction networks using Multi-view Factorization AutoEncoder (MAE)

Model name

Average precision

AUC

Gene (single -omics)

0.634

0.728

miRNA (single -omics)

0.501

0.686

Protein (single -omics)

0.575

0.735

DNA Methylation (single -omics)

0.610

0.698

Combined multi-omics

0.746

0.825

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BMC Genomics

ISSN: 1471-2164

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