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. 2022 Mar 22;7(13):11422–11429. doi: 10.1021/acsomega.2c00615

Table 3. Comparison of Our Proposed Model with Different Models.

model MAE MSE RMSE R2
SVR 0.875 1.300 1.140 0.947
RIDGE 0.710 0.951 0.975 0.961
RNN 0.681 0.876 0.936 0.964
GRU 0.662 0.825 0.908 0.966
LSTM 0.667 0.828 0.910 0.966
LSTM-attention 0.596 0.714 0.845 0.971