Table 2 Performance of the other AutoML algorithms.
From: AutoML-ID: automated machine learning model for intrusion detection using wireless sensor network
Performance metrics | Algorithms | |||||
|---|---|---|---|---|---|---|
SVR | BDT | Bagging EL (random forest) | Boosting EL (LSBoost) | Kernel regression | Linear regression | |
R | 0.93 | 0.81 | 0.93 | 0.73 | 0.91 | 0.94 |
RMSE | 63.61 | 73.07 | 81.84 | 118.03 | 32.29 | 33.68 |
Bias | 53.59 | 56.99 | 67.31 | 89.81 | 31.28 | 31.81 |
t (s) | 95.3 | 111.3 | 103.4 | 107.7 | 43.01 | 36.7 |
