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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