Table 2 Test MAE of electricity consumption in Tetouan-Electricity-Consumption dataset.

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

Models

Zone 1

Zone 2

Zone 3

AvgFL-SVR

0.234

0.280

0.241

AvgFL-BiLSTM

0.218

0.271

0.221

AvgFL-MSattention

0.213

0.269

0.219

FedCor-SVR

0.234

0.273

0.235

FedCor-BiLSTM

0.219

0.269

0.224

FedCor-MSattention

0.213

0.264

0.219

Fed CNN-LSTM

0.205

0.252

0.211

Adaptive Stacked LSTM

0.210

0.257

0.209

SparseMoE

0.204

0.251

0.207

FapDGN

0.193

0.226

0.196

  1. Significant values are in bold and italics
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