Improving the Efficiency of Photovoltaic Panels Using Machine Learning Approach

Table 4

F-measure.

Panels	ANN	BPNN	Proposed
Series parallel	0.95449	0.90118	0.94118
Parallel	0.95174	0.89384	0.93457
Bridge link	0.94593	0.89250	0.93276
Honeycomb	0.93495	0.88444	0.93180
Total cross tied	0.86860	0.88444	0.89673