Table 5 Classification report summarizing the CNN model’s performance on the test set.
Zone | Precision | Recall | F1-score | Support |
|---|---|---|---|---|
Cycle A | 1.00 | 1.00 | 1.00 | 4 |
Upper Sand Unit (USU) | 0.80 | 0.80 | 0.80 | 5 |
Shale Barrier 1 | 1.00 | 1.00 | 1.00 | 4 |
Middle Sand Unit (MSU) | 0.75 | 0.75 | 0.75 | 4 |
Shale Barrier 2 | 1.00 | 1.00 | 1.00 | 4 |
Lower Sand Unit (LSU) | 1.00 | 1.00 | 1.00 | 4 |
Tidal flat base | 1.00 | 1.00 | 1.00 | 3 |
