Advances, Systems and Applications
Model | Yonsei | Citi Bike | ||||
---|---|---|---|---|---|---|
MAE | MSE | BCE | MAE | MSE | BCE | |
CNN | 0.00508 | 0.00156 | 0.01831 | 0.00018 | 0.000034 | 0.00048 |
LSTM | 0.00346 | 0.00158 | 0.01491 | 0.00016 | 0.000037 | 0.00016 |
ConvLSTM | 0.00293 | 0.00147 | 0.00978 | 0.00014 | 0.000031 | 0.00012 |
ST-LSTM | 0.00286 | 0.00138 | 0.00901 | 0.00012 | 0.000029 | 0.00011 |
T-GCN | 0.00271 | 0.00122 | 0.00885 | 0.00011 | 0.000023 | 0.00009 |