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. 2024 May 15;19(5):e0303688. doi: 10.1371/journal.pone.0303688

Table 8. Comparison of six models evaluation indexes.

Model MAPE RMSE MAE R2
MLP 0.0212 7.5799 5.6275 0.9918
RNN 0.0148 4.7028 3.4576 0.9968
LSTM 0.0109 3.3225 2.4217 0.9984
GRU 0.0115 3.2126 2.3824 0.9985
SSA-LSTM 0.0095 2.8525 1.9701 0.9988
MSMSSA-LSTM 0.0088 2.6409 1.8251 0.9990