Table 5.

Proposed network performance with log normalization

				F1			PRECISION			RECALL
Architecture	Number of nodes 2nd layer	Accuracy	Balanced accuracy	Macro	Micro	Weighted	Macro	Micro	Weighted	Macro	Micro	Weighted
Dense	–	0.938	0.839	0.859	0.938	0.934	0.923	0.938	0.938	0.839	0.938	0.938
Pathways	–	0.936	0.844	0.861	0.936	0.933	0.922	0.936	0.938	0.844	0.936	0.936
Pathways	100	0.930	0.834	0.847	0.930	0.926	0.901	0.930	0.932	0.834	0.930	0.930