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. 2019 May 6;2019:505–514.

Table 5:

The performance between the CNN model using pretrained weights and randomly initialized weights on AREDS and AREDS2.

AREDS AREDS2
Pretrained Random Pretrained Random
F1-score 0.588 0.582 0.487 0.406
Kappa 0.476 0.470 0.338 0.258
Accuracy 0.615 0.610 0.472 0.391