Research Article

Full Data-Processing Power Load Forecasting Based on Vertical Federated Learning

Table 2

Comparison of and runtime between centralized learning and three-party FL on dataset-3.

123456Average runtime

Centralized0.9870.9470.8860.8030.6650.540
Two-party0.9880.9530.9330.9220.8740.84366 m
Three-party0.9920.9750.9570.9380.9210.91179 m

Centralized0.9920.9740.9510.9330.9180.887
Two-party0.9920.9770.9560.9430.9200.90684 m
Three-party0.9940.9810.9680.9520.9380.92698 m

Centralized0.9930.9800.9700.9520.9210.895
Two-party0.9930.9850.9760.9640.9400.924108 m
Three-party0.9940.9840.9730.9630.9520.944122 m