Table 3 Comparing the performance of the AutoML with the deep learning models.
From: AutoML-ID: automated machine learning model for intrusion detection using wireless sensor network
Performance metrics | FFNN | RNN | Exact RBN | RBN | GRNN |
|---|---|---|---|---|---|
R | 0.47 | 0.95 | 0.30 | 0.41 | 0.97 |
RMSE | 36.96 | 14.92 | 107.95 | 161.11 | 64.61 |
Bias | 21.47 | 71.06 | 86.21 | 139.23 | 60.18 |
t (s) | 2.5 | 13.51 | 2.90 | 3.98 | 2.23 |
