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

BMC Bioinformatics

Table 4 Confusion matrix for Normal, CNV, DME, and Drusen obtained by VGG19 in Experiment #5

True Labels
	Normal	CNV	DME	Drusen	Precision	F₁-score	Average recall and specificity
Predicted labels
Normal	242	0	0	0	1.0000	1.0000
CNV	0	242	1	3	0.9837	0.9918
DME	0	0	241	1	0.9959	0.9959
Drusen	0	0	0	238	1.0000	0.9917
Recall	1.0000	1.0000	0.9959	0.9835			0.9948
Specificity	1.0000	0.9945	0.9986	1.0000			0.9983
Average precision and F₁-score					0.9949	0.9948
Accuracy	0.9948

ISSN: 1471-2105