Federated Learning Incentive Mechanism Design via Enhanced Shapley Value Method

Table 4

Income comparison.

Participant	Shapley value method		Enhanced Shapley value method
	Average weight	Income distribution	Enhanced weight	Income distribution
Bank 1	0.3333	416.67	0.4620	609.72
Bank 2	0.3333	416.67	0.1062	76.02
Bank 3	0.3333	666.67	0.4319	814.57