Environmental Fault Diagnosis of Solar Panels Using Solar Thermal Images in Multiple Convolutional Neural Networks

Table 5

Comparative measures of SN, GN, and AN.

Network type	Testing accuracy of image	Accuracy of prediction	Specificity	Sensitivity	Precision	F1 score
SN	99.82	0.997	0.998	0.991	0.994	0.992
AN	92.29	0.983	0.990	0.952	0.966	0.956
GN	94.98	0.993	0.998	0.98	0.994	0.983