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Table 8 Comparison of overall accuracy on GBM 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

0.404

0.558

0.558

0.577

0.558

0.596

miRNA expression

0.539

0.442

0.462

0.558

0.539

0.539

Gene expression

0.635

0.827

0.827

0.846

0.827

0.865

Integrative Data

0.635

0.846

0.846

0.865

0.846

0.885

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BMC Bioinformatics

ISSN: 1471-2105

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