Research Article

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

Table 6

Detailed ROC curve analysis results of all classification methods using the validation set.

AUC value95% confidence interval
Lower boundUpper bound

Partin table0.620 ± 0.0120.0000.5970.644
C4.50.709 ± 0.0120.0000.6860.731
NB0.763 ± 0.0110.0000.7410.785
LR0.715 ± 0.0120.0000.6920.737
ANN0.736 ± 0.0120.0000.7140.758
SVM0.685 ± 0.0120.0000.6620.708
RF0.638 ± 0.0120.0000.6150.662
DBN0.678 ± 0.0120.0000.6550.701
DBN-DS0.777 ± 0.0110.0000.7550.798