Model | Accuracy | precision | Recall | F-measure | AUC | Error | ||
MAE | RMSE | MSLE | ||||||
RNN + Bahdanua attention | 98.27 | 97.94 | 98.56 | 98.25 | 98.28 | 0.017 | 0.131 | 0.008 |
RNN + Luong attention | 97.26 | 96.42 | 98.05 | 97.23 | 97.27 | 0.027 | 0.165 | 0.013 |
RNN + SDP attention | 96.27 | 97.07 | 95.28 | 96.17 | 96.25 | 0.037 | 0.193 | 0.017 |
RNN + SDP self-attention | 97.67 | 96.81 | 98.5 | 97.65 | 97.68 | 0.023 | 0.152 | 0.011 |
LSTM + Bahdanua attention | 98.63 | 98.09 | 99.14 | 98.61 | 98.63 | 0.013 | 0.117 | 0.006 |
LSTM + Luong attention | 98.70 | 98.73 | 98.63 | 98.68 | 98.69 | 0.012 | 0.113 | 0.006 |
LSTM + SDP attention | 98.63 | 98.85 | 98.36 | 98.6 | 98.62 | 0.013 | 0.117 | 0.006 |
LSTM + SDP self-attention | 98.25 | 97.59 | 98.89 | 98.24 | 98.26 | 0.017 | 0.131 | 0.008 |
GRU + Bahdanua attention | 98.44 | 97.79 | 99.08 | 98.43 | 98.46 | 0.015 | 0.124 | 0.007 |
GRU + Luong attention | 98.43 | 98.43 | 99.38 | 99.38 | 98.45 | 0.015 | 0.124 | 0.007 |
GRU + SDP attention | 96.20 | 94.05 | 98.5 | 96.22 | 96.24 | 0.037 | 0.194 | 0.018 |
GRU + SDP self-attention | 99.01 | 99.01 | 99.51 | 99 | 99.02 | 0.009 | 0.099 | 0.004 |