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

BMC Bioinformatics

Table 8 Confusion matrix for normal, CNV, DME, and Drusen obtained by Najeeb et al. [5]

True labels
	Normal	CNV	DME	Drusen	Precision	F₁-score	Average recall and specificity
Predicted labels
Normal	237	0	9	0	0.9634	0.9713
CNV	0	241	20	5	0.9060	0.9488
DME	0	0	211	0	1.0000	0.9316
Drusen	5	1	2	237	0.9673	0.9733
Recall	0.9793	0.9959	0.8719	0.9793			0.9566
Specificity	0.9876	0.9656	1.0000	0.9890			0.9855
Average precision and F₁-score					0.9592	0.9563
Accuracy	0.9566

ISSN: 1471-2105