Table 8 Global performance of test and training rounds.

From: Privacy preserving skin cancer diagnosis through federated deep learning and explainable AI

Metric

Round 1

Peak value

Round at peak

Global testing accuracy

85.11%

87.06%

Round 19

Global training accuracy

86.75%

96.45%

Round 22