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. 2024 Nov 2;16(21):3097. doi: 10.3390/polym16213097

Table 2.

Prediction index of the timing prediction model.

Model RMSE MAE R2 NRMSE
GRU 0.1492 0.1034 0.9345 25.59%
TCN 0.1752 0.1220 0.9096 30.06%
LSTM 0.1540 0.1219 0.9302 26.42%
Informer 0.4614 0.2988 0.3923 22.04%
Informer_lag 0.1741 0.1258 0.9108 29.87%
RL-Informer 0.0758 0.0562 0.9831 13.01%