Table 6 The ablation MSE of the FapDGN on China Southern Power Grid dataset.

From: Federated two-edge graph attention network with weighted global aggregation for electricity consumption demand forecasting

Models

Zone 1

Zone 2

Zone 3

Zone 4

Zone 5

FapDGN-Att

0.129

0.160

0.150

0.167

0.193

FapDGN-AvgFL

0.127

0.161

0.152

0.166

0.193

FapDGN-AE

0.125

0.158

0.151

0.166

0.191

FapDGN-temp

0.128

0.161

0.150

0.168

0.194

FapDGN

0.122

0.155

0.144

0.164

0.191

  1. Significant values are in bold and italics
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