A Deep Belief Network and Dempster-Shafer-Based Multiclassifier for the Pathology Stage of Prostate Cancer

Table 1

Summary of initial PSA by pathology stage (organ-confined or non-organ-confined disease) in 6345 patients with clinically localized prostate carcinoma.

	Training set; ()		Validation set; ()
	OCD; ()	NOCD; ()	OCD; ()	NOCD; ()
Initial PSA
Minimum	4	4	4	4
Maximum	160	440.60	81.13	164
Average	9.535 (0.173)	18.606 (0.622)	9.377 (0.197)	17.889 (0.653)