Table 3.
Proposed five models
Index | Inheritance | Name | Description |
---|---|---|---|
Model-0 | Base CNN model | BCNN | Base model with conv layers and fully-connected layers |
Model-1 | Model-0 + BN + DO | CNN-BD | Add BN and DO to Model-0 |
Model-2 | Model-1 + ELU | CNN-BDE | Use ELU to replace ReLU in Model-1 |
Model-3 | Model-1 + RWP | CNN-BDR | Use RWP to replace MP in Model 1 |
Model-4 | Model-1 + ELU + RWP | CNN-BDER | Use ELU and RWP to replace ReLU and MP in Model-1, respectively |