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 |