Table 3 Attack detection outcomes of the CLAFS-ODLCD method at 70%TRAPH and 30%TESPH.
Classes | \(Acc{u}_{y}\) | \(Sen{s}_{y}\) | \(Spe{c}_{y}\) | \({F}_{score}\) | \(AU{C}_{score}\) | Kappa |
|---|---|---|---|---|---|---|
TRAPH (70%) | ||||||
 Normal | 98.23 | 99.28 | 87.92 | 99.03 | 93.60 | 93.67 |
 Blackhole | 99.27 | 85.11 | 99.66 | 86.12 | 92.38 | 92.44 |
 Grayhole | 99.28 | 89.63 | 99.67 | 90.68 | 94.65 | 94.71 |
 Flooding | 99.49 | 62.75 | 99.83 | 69.09 | 81.29 | 81.35 |
 Scheduling Attacks | 99.35 | 77.61 | 99.74 | 80.81 | 88.68 | 88.73 |
 Average | 99.13 | 82.88 | 97.36 | 85.15 | 90.12 | 90.18 |
TESPH (30%) | ||||||
 Normal | 98.25 | 99.27 | 88.23 | 99.04 | 93.75 | 93.80 |
 Blackhole | 99.23 | 84.10 | 99.66 | 85.64 | 91.88 | 91.95 |
 Grayhole | 99.30 | 89.85 | 99.69 | 91.01 | 94.77 | 94.82 |
 Flooding | 99.53 | 64.21 | 99.83 | 69.56 | 82.02 | 82.09 |
 Scheduling Attacks | 99.33 | 78.46 | 99.71 | 80.77 | 89.08 | 89.13 |
 Average | 99.13 | 83.18 | 97.42 | 85.21 | 90.30 | 90.36 |
