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Table 7 Comparison of overall accuracy on BRCA datasets

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

Data

KNN

SVM

RF

gcForest

mixOmics

DFNForest

DNA methylation

0.615

0.692

0.615

0.731

0.692

0.731

miRNA expression

0.654

0.731

0.731

0.731

0.692

0.769

Gene expression

0.731

0.769

0.769

0.769

0.769

0.808

Integrative Data

0.769

0.769

0.808

0.808

0.808

0.846

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BMC Bioinformatics

ISSN: 1471-2105

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