Table 4.
R2 values of the ANN models with respect to data obtained according to BBP learning algorithms after training and testing
| Model | Connection type | Transfer function | Average R2 value | |
|---|---|---|---|---|
| DMEM | RPMI | |||
| 3-2-1 | Linear | Tanh | 0.73225 | 0.72567 |
| 3-3-1 | Linear | Tanh | 0.69856 | 0.79178 |
| 3-4-1 | Linear | Tanh | 0.91255 | 0.92546 |
| 3-5-1 | Linear | Tanh | 0.68914 | 0.78621 |
| 3-6-1 | Linear | Tanh | 0.75699 | 0.83110 |
| 3-7-1 | Linear | Tanh | 0.96421 | 0.94682 |
| 3-8-1 | Linear | Tanh | 0.99732 | 0.99923 |
| 3-9-1 | Linear | Tanh | 0.89662 | 0.90478 |
| 3-10-1 | Linear | Tanh | 0.90498 | 0.99846 |