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

BMC Bioinformatics

Table 7 Confusion matrix for Normal, CNV, DME, and Drusen obtained by Kermany et al. [7]

True labels
	Normal	CNV	DME	Drusen	Precision	F₁-score	Average recall and specificity
Predicted labels
Normal	246	0	0	4	0.9840	0.9762
CNV	0	242	5	3	0.9680	0.9528
DME	3	9	237	1	0.9480	0.9595
Drusen	5	7	2	236	0.9440	0.9555
Recall	0.9685	0.9380	0.9713	0.9672			0.9613
Specificity	0.9946	0.9892	0.9828	0.9815			0.9870
Average precision and F₁-score					0.9610	0.9610
Accuracy	0.9610

ISSN: 1471-2105