Table 4 Comparison of performance indicators between single cycle and multi cycle signals.
Dataset | Input sequence | ACC (%) | SEN (%) | PRE (%) | F1_Score (%) |
|---|---|---|---|---|---|
Train set | One | \({88}{\text{.33}} \pm {0}{\text{.59}}\) | \({88}{\text{.62}} \pm {0}{\text{.61}}\) | \({88}{\text{.55}} \pm {0}{\text{.60}}\) | \({88}{\text{.29}} \pm {0}{\text{.62}}\) |
Three | \({92}{\text{.22}} \pm {0}{\text{.61}}\) | \({92}{\text{.90}} \pm {0}{\text{.60}}\) | \({92}{\text{.12}} \pm {0}{\text{.58}}\) | \({92}{\text{.12}} \pm {0}{\text{.31}}\) | |
Validation set | One | \({92}{\text{.35}} \pm {0}{\text{.63}}\) | \({91089} \pm {0}{\text{.59}}\) | \({81}{\text{.89}} \pm {0}{\text{.57}}\) | \({91}{\text{.89}} \pm {0}{\text{.58}}\) |
Three | \(93.89 \pm 0.63\) | \(93.21 \pm 0.58\) | \(94.52 \pm 0.67\) | \(93.87 \pm 0.61\) |
