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Table 6 Performance comparison of dimensionality reduction methods on OV dataset

From: A hierarchical integration deep flexible neural forest framework for cancer subtype classification by integrating multi-omics data

Data

PCA

NMF

SAE

DNA methylation

0.600

0.560

0.640

miRNA expression

0.560

0.520

0.640

Gene expression

0.720

0.680

0.760

Integrative Data

0.760

0.720

0.840

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BMC Bioinformatics

ISSN: 1471-2105

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