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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