Table 5.

Cross-validation results for experiment 4. AUC values above 0.60 and log-rank p-values below 0.05 are highlighted with an asterisk

		Clinical	Treatments	Histology	DNA Methylation	Somatic Mutations	DNA Copy Number	mRNA Expression	miRNA Expression	All Data
AUC	C5.0	0.54	N/A	0.50	0.50	0.44	0.49	0.49	0.49	0.52
	NBC	0.61*	N/A	0.49	0.60	0.42	0.49	0.52	0.51	0.58
	SVM	0.55	N/A	0.40	0.59	0.50	0.48	0.50	0.42	0.56
Log-rank	C5.0 NBC	0.0027*	N/A	0.83 0.73	0.96	0.23	0.32	0.93	0.71	0.099
	SVM	9.5e-06*	N/A	0.023*	0.0031*	0.53	0.36	0.58	0.36	0.012*
		0.0022*			0.054	0.49	0.95	0.23	0.029*	0.011*