Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning

BMC Bioinformatics

Table 6 Confusion matrix for Normal, CNV, DME, and Drusen obtained by Resnet50 in Experiment #5

True labels
	Normal	CNV	DME	Drusen	Precision	F₁-score	Average recall and specificity
Predicted labels
Normal	242	0	1	0	0.9959	0.9979
CNV	0	240	1	4	0.9796	0.9856
DME	0	2	240	0	0.9917	0.9917
Drusen	0	0	0	238	1.0000	0.9917
Recall	1.0000	0.9917	0.9917	0.9835			0.9917
Specificity	0.9986	0.9931	0.9972	1.0000			0.9972
Average precision and F₁-score					0.9918	0.9917
Accuracy	0.9917

ISSN: 1471-2105