Training | Validation | Test | Number of layers in ANNs | |||
---|---|---|---|---|---|---|
R2 | Model 1 | Node 519 | 0.7671 | 0.8082 | 0.742 | 2 |
Node 1387 | 0.7527 | 0.7777 | 0.722 | 2 | ||
Model 2 | Node 519 | 0.7391 | 0.7802 | 0.765 | 2 | |
Node 1387 | 0.7391 | 0.7802 | 0.765 | 2 | ||
MSE | Model 1 | Node 519 | 4.3383 | 3.9022 | 3.5432 | 2 |
Node 1387 | 4.5155 | 4.0977 | 4.9225 | 2 | ||
Model 2 | Node 519 | 4.7008 | 3.9719 | 4.6728 | 2 | |
Node 1387 | 4.7008 | 3.9719 | 4.6728 | 2 |