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

BMC Bioinformatics

Table 5 Confusion matrix for Normal, CNV, DME, and Drusen obtained by Resnet101 in Experiment #5

True Labels
	Normal	CNV	DME	Drusen	Precision	F₁-score	Average recall and specificity
Predicted labels
Normal	242	0	1	1	0.9918	0.9959
CNV	0	241	2	2	0.9837	0.9897
DME	0	1	239	0	0.9958	0.9917
Drusen	0	0	0	239	1.0000	0.9938
Recall	1.0000	0.9959	0.9876	0.9876			0.9928
Specificity	0.9972	0.9945	0.9986	1.0000			0.9976
Average precision and F₁-score					0.9928	0.9928
Accuracy	0.9928

ISSN: 1471-2105