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. 2020 Dec 22;4(12):e17265. doi: 10.2196/17265

Table 1.

Saturated performances of stochastic channel-based federated learning compared with federated averaging.

Method AUC-ROCa AUC-PRb
SCBFLc 0.9825 0.9763
Federated averaging 0.9821 0.9731

aAUC-ROC: area under the receiver operating characteristic curve.

bAUC-PR: area under the precision-recall curve.

cSCBFL: stochastic channel-based federated learning.