Table 1 Training time comparison
From: Hybrid extreme learning machine-based approach for IDS in smart Ad Hoc networks
Number of testing data for Ad hoc nodes | ELM method | Proposed method before optimisation | Proposed method after optimisation |
|---|---|---|---|
20 | 10.21 | 9.38 | 11.45 |
40 | 11.34 | 10.34 | 12.23 |
60 | 12.56 | 10.93 | 12.78 |
80 | 13.68 | 11.32 | 13.93 |
100 | 14.81 | 12.13 | 15.34 |