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. 2025 Feb 13;11:e2709. doi: 10.7717/peerj-cs.2709

Table 4. Models performance evaluation.

MAE MSE RMSE SMAPE
CNN 0.082804094 0.011285882 0.10456171 22.37051838
GCN 0.084134158 0.011512537 0.106558977 22.83664327
LSTM 0.07940893 0.010252437 0.101354543 22.0205108
CNN LSTM 0.084023348 0.011509673 0.10608842 22.45860681
GCN LSTM 0.084090347 0.011510888 0.099953406 20.50259149
GraphResLSTM 0.075958893 0.009412067 0.096057905 20.64164395