Table 2.
The performance of CNN models at the row level.
CNN Models | MAE (lb) | MAPE (%) | |
---|---|---|---|
AlexNet | 4.84 | 14.4 | 0.84 |
ResNet | 5.44 | 13.53 | 0.80 |
CNN-3D | 5.25 | 12.08 | 0.76 |
CNN-LSTM | 11.97 | 35.07 | −0.03 |
Proposed CNN | 3.08 | 7.76 | 0.93 |
The performance of CNN models at the row level.
CNN Models | MAE (lb) | MAPE (%) | |
---|---|---|---|
AlexNet | 4.84 | 14.4 | 0.84 |
ResNet | 5.44 | 13.53 | 0.80 |
CNN-3D | 5.25 | 12.08 | 0.76 |
CNN-LSTM | 11.97 | 35.07 | −0.03 |
Proposed CNN | 3.08 | 7.76 | 0.93 |