Table 6.

Data_A SGD Optimizer Receiver Operating Characteristic (ROC) and Precision-Recall (PR) Result. The parameter employed includes Learning rate (Lr): ${10}^{-3}$, categorical cross-entropy.

Opt: SGD, Lr: ${\mathbf{10}}^{-\mathbf{3}}$, Lf: categorical cross-entropy
Without Bl. 3	0.85284	0.71417	0.90233	0.70741	0.70447	0.80465
Dual_Pachi	0.95151	0.90316	0.96772	0.90625	0.90127	0.93545

ROC (Area)	Macro-Average	Micro-Average	COVID-19	Lung Opacity	Normal	Pneumonia
Without Bl. 3	0.80	0.81	0.73	0.81	0.80	0.90
Dual_Pachi	0.95	0.95	0.95	0.94	0.93	0.97

Precision-Recall (AP)	Micro-Average	COVID-19	Lung Opacity	Normal	Pneumonia
Opt: SGD, Lr:${\mathbf{10}}^{-\mathbf{3}}$, Lf: categorical cross-entropy
Without Bl. 3	0.57	0.52	0.53	0.55	0.71
Dual_Pachi	0.87	0.80	0.88	0.88	0.95