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Table 9 Comparison of overall accuracy on OV 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

0.440

0.520

0.560

0.560

0.520

0.640

miRNA expression

0.480

0.520

0.480

0.640

0.560

0.640

Gene expression

0.680

0.680

0.720

0.720

0.720

0.760

Integrative Data

0.720

0.720

0.760

0.800

0.760

0.840

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BMC Bioinformatics

ISSN: 1471-2105

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