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. Author manuscript; available in PMC: 2020 Jun 29.
Published in final edited form as: Proceedings (IEEE Int Conf Bioinformatics Biomed). 2020 Feb 6;2019:1573–1580. doi: 10.1109/bibm47256.2019.8983243

TABLE III.

Overview of Four Omics Data Modalities

Modality Kernel C # Fea. FS Metrics ACC AUC
Gene Expression Sigmoid 7 28 t-test ACC .75 .74
miRNA Expression Linear 1.5 20 Mutual Info Cohen’s Kappa .73 .71
DNA Methylation RBF 15 54 Mutual Info ACC .61 .71
CNV Linear 5 16 Mutual Info ACC .28 .45