TABLE 2.

Mean (SD) of accuracies for 100 randomly initialized runs. The DBN has the smallest variance for the majority of datasets/modalities.

		Modality
		Gene	Junction	Isoform	miRNA	Methylation
Disease	KIRC	63.27 (2.64)	65.13 (2.80)	64.52 (2.53)	54.43 (3.38)	63.39 (3.08)
		64.62 (2.76)	62.65 (3.23)	65.0 (2.99)	55.71 (2.79)	62.88 (3.59)
		67.48 (2.19)	66.97 (2.50)	66.49 (2.24)	62.9 (2.47)	65.71 (3.0)
	HNSC	59.15 (2.78)	56.94 (3.57)	58.33 (3.12)	54.43 (3.38)
		57.61 (3.13)	55.99 (3.79)	56.96 (3.19)	55.72 (2.79)
		61.04 (3.2)	59.22 (3.1)	61.14 (2.85)	61.14 (2.85)
	NB	83.39 (1.88)	84.94 (2.12)	83.81 (1.96)
		85.86 (2.04)	87.15 (1.86)	85.96 (1.97)
		87.18 (1.6)	87.78 (1.49)	86.97 (1.49)