Development of revised ResNet-50 for diabetic retinopathy detection

BMC Bioinformatics

Table 1 The averaged accuracy of DR grading among different methods

	Multiply	Add	Average	Maximum	Subtract
Training accuracy	0.7876	0.7892	0.8377	0.82342	0.88048
Training loss	0.5747	0.57436	0.5533	0.56892	0.51524
Validation accuracy	0.74326	0.74696	0.73142	0.74088	0.7311
Validation loss	0.6077	0.5979	0.615	0.61406	0.6376
Test accuracy	0.77224	0.76076	0.76076	0.7628	0.75064

ISSN: 1471-2105