Diagnosis of Diabetic Retinopathy through Retinal Fundus Images and 3D Convolutional Neural Networks with Limited Number of Samples

Table 10

Ranking of methods based on performance metrics for the multiclass classification tasks without augmentation, with random weak Gaussian blurred augmentation, with random shift augmentation, and with combined augmentations.

Task	Ranking
Without augmentation
With random weak Gaussian blurred augmentation
With random shift augmentation
With combined augmentations