Table 7 Robustness comparison time interval.
Time | AI-E-DiD | T-DiD | S-IDS | ML-IDS | ||||
---|---|---|---|---|---|---|---|---|
DR (%) | PR (%) | DR (%) | PR (%) | DR (%) | PR (%) | DR (%) | PR (%) | |
00:00–02:00 | 94.07 | 89.12 | 84.03 | 79.98 | 76.05 | 71.02 | 91.09 | 86.96 |
02:00–04:00 | 93.85 | 88.96 | 83.91 | 79.45 | 75.78 | 70.87 | 90.64 | 85.55 |
04:00–06:00 | 92.97 | 87.81 | 83.11 | 78.86 | 75.21 | 70.34 | 90.22 | 85.39 |
06:00–08:00 | 93.39 | 88.25 | 83.55 | 78.31 | 75.46 | 70.18 | 90.78 | 85.52 |
08:00–10:00 | 92.18 | 87.09 | 82.67 | 77.94 | 74.32 | 69.27 | 89.33 | 84.10 |
10:00–12:00 | 91.45 | 86.73 | 81.67 | 76.52 | 73.87 | 68.83 | 88.91 | 83.75 |
12:00–14:00 | 91.89 | 86.37 | 82.25 | 77.10 | 74.43 | 69.49 | 89.04 | 84.29 |
14:00–16:00 | 90.87 | 85.92 | 81.05 | 76.55 | 73.16 | 68.90 | 88.17 | 83.45 |
16:00–18:00 | 91.25 | 86.49 | 81.34 | 76.28 | 73.50 | 68.42 | 87.82 | 83.58 |
18:00–20:00 | 90.03 | 85.04 | 80.89 | 75.45 | 72.09 | 67.00 | 87.41 | 82.19 |
20:00–22:00 | 89.61 | 84.66 | 80.47 | 75.41 | 71.63 | 66.57 | 86.00 | 81.76 |
22:00–24:00 | 89.28 | 85.22 | 79.72 | 74.56 | 71.28 | 66.72 | 86.59 | 81.84 |