Table 2 Comparative discussion table for K-fold as 10.
Models | K-fold 10 | ||
---|---|---|---|
Accuracy | LEP | Bit error rate | |
Logistic regression | 80.15 | 20.67 | 12.33 |
Decision tree | 80.15 | 21.86 | 12.88 |
ANN | 79.64 | 13.74 | 15.87 |
DCNN | 75.53 | 15.51 | 23.66 |
HBO-DCNN | 82.21 | 25.36 | 23.17 |
SSA-DCNN | 80.15 | 29.52 | 22.00 |
HSO-SADCNN | 94.99 | 8.87 | 5.72 |