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Table 5 Performance comparison of dimensionality reduction methods on GBM 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 0.558 0.577 0.596
miRNA expression 0.519 0.500 0.539
Gene expression 0.808 0.781 0.865
Integrative Data 0.827 0.808 0.885