TABLE 6.
Performance of proposed approach with 2D CNN for dataset 2 – Precision ratio, recall ratio, F1-score and accuracy rate.
Class | Precision ratio (%) | Recall ratio (%) | F1-score (%) | Accuracy rate (%) |
Seizure activity | 98.33 | 98.59 | 98.46 | 97.52 |
Normal activity | 94.22 | 93.22 | 93.73 |