Table 2. Outcomes of the evaluation of ODP.
| Model | Image source | AUC | Precision | Recall | Accuracy | F1-score |
|---|---|---|---|---|---|---|
| VGG16 | Training | 0.94 | 0.9 | 0.91 | 0.96 | 0.96 |
| Testing | 0.88 | 0.87 | 0.85 | 0.89 | 0.90 | |
| LSTM | Training | 0.98 | 0.93 | 0.97 | 0.98 | 0.94 |
| Testing | 0.94 | 0.91 | 0.93 | 0.95 | 0.92 |
| Model | Image source | AUC | Precision | Recall | Accuracy | F1-score |
|---|---|---|---|---|---|---|
| VGG16 | Training | 0.94 | 0.9 | 0.91 | 0.96 | 0.96 |
| Testing | 0.88 | 0.87 | 0.85 | 0.89 | 0.90 | |
| LSTM | Training | 0.98 | 0.93 | 0.97 | 0.98 | 0.94 |
| Testing | 0.94 | 0.91 | 0.93 | 0.95 | 0.92 |