WCL: Client Selection in Federated Learning with a Combination of Model Weight Divergence and Client Training Loss for Internet Traffic Classification

Table 3

The improvement effect of the model accuracy of the WCL algorithm on the ISCX dataset.

Client number	Improvement on ISCX
	High data heterogeneity	Low data heterogeneity
30	23.1%	46.1%
40	27.9%	16.2%
50	16.3%	11.7%