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EURASIP Journal on Wireless Communications and Networking

Table 8 Predictive evaluation of multiple models

From: Data prediction model in wireless sensor networks based on bidirectional LSTM

 

RMSE

MAE

MAPE

R 2

MNMF

0.10095

0.07272

0.31804

0.99625

Elman

0.25578

0.14736

0.69806

0.98654

GRNN

0.18955

0.08076

0.32872

0.99193

NARX

0.34793

0.25057

1.17430

0.98090

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