Table 6 Model Evaluation Indicators.
From: Logistics demand prediction using fuzzy support vector regression machine based on Adam optimization
Model | RMSE | MAPE (%) | MAE | R2 |
---|---|---|---|---|
SVR | 25052.295 | 0.108 | 21270.694 | 0.849 |
BPNN | 11386.750 | 0.036 | 8737.592 | 0.968 |
FSVR-AD | 7001.901 | 0.027 | 6255.315 | 0.987 |