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Average execution time of the proposed method.
| Proposed Action Methods | Execution Time (s) | |
|---|---|---|
| 10-s Length (5248 Input Samples) |
5-min Length (60 Input Samples) |
|
| Feature transformation using recurrence plot | 51.676 | 1.381 |
| Feature enhancement using PCA | 550.350 | 1.945 |
| AlexNet CNN model training and testing using LOOCV | 38,198.402 | 23.702 |
