Open Access
表5
不同算法的KL距离比较
| 仿真网络 | 样本数量 | ML | ME | MAP | CML | CME | QMAP | CMAP |
|---|---|---|---|---|---|---|---|---|
| Asia | 40 | 7.58±1.50 | 3.85±0.28 | 2.28±0.90 | 5.77±1.57 | 1.91±0.35 | 0.83±0.16 | 1.49±0.13 |
| 80 | 8.60±2.52 | 3.11±0.11 | 2.16±0.87 | 6.99±1.34 | 1.63±0.41 | 0.73±0.06 | 1.31±0.27 | |
| 120 | 9.02±2.26 | 2.82±0.37 | 1.63±0.27 | 7.62±1.35 | 1.36±0.13 | 0.70±0.08 | 1.07±0.10 | |
| 160 | 7.39±2.62 | 2.46±0.14 | 1.50±0.30 | 6.54±1.18 | 1.26±0.07 | 0.62±0.12 | 1.02±0.09 | |
| 200 | 6.40±2.58 | 2.35±0.10 | 1.47±0.29 | 6.50±1.18 | 1.22±0.06 | 0.58±0.06 | 1.01±0.14 | |
| Alarm | 40 | 291.17±33.07 | 139.75±3.69 | 118.26±11.76 | 119.34±10.73 | 85.48±3.71 | 41.09±2.41 | 79.87±5.17 |
| 80 | 250.65±25.93 | 124.12±5.21 | 97.88±7.70 | 119.27±10.87 | 74.33±3.12 | 37.46±1.81 | 69.73±3.45 | |
| 120 | 231.28±26.27 | 113.62±3.91 | 89.23±6.45 | 114.79±7.04 | 68.68±2.65 | 34.71±1.33 | 63.94±2.95 | |
| 160 | 243.75±19.58 | 106.85±3.09 | 82.50±4.61 | 105.81±4.52 | 64.76±1.97 | 32.64±1.06 | 59.84±2.50 | |
| 200 | 204.81±15.27 | 99.78±1.97 | 78.55±4.62 | 99.48±4.24 | 60.95±1.75 | 30.32±1.10 | 56.96±2.24 | |
| Win95PTs | 40 | 243.21±34.33 | 153.13±1.20 | 133.16±6.02 | 128.15±6.01 | 106.36±2.50 | 64.34±1.07 | 99.38±2.38 |
| 80 | 314.25±51.42 | 143.58±1.57 | 127.32±3.70 | 152.78±8.50 | 97.97±1.26 | 60.56±1.44 | 91.02±2.30 | |
| 120 | 342.26±52.10 | 136.31±0.87 | 126.46±3.90 | 156.71±11.32 | 92.79±1.16 | 57.56±1.79 | 86.22±2.24 | |
| 160 | 360.02±37.02 | 130.75±1.24 | 123.28±2.56 | 161.05±16.61 | 86.15±0.57 | 55.49±1.15 | 76.86±0.57 | |
| 200 | 355.96±50.76 | 127.14±0.74 | 119.28±4.84 | 145.57±22.66 | 132.26±1.70 | 53.56±0.94 | 79.12±1.11 | |
| Andes | 40 | 1 365.36±70.07 | 272.13±2.01 | 242.97±7.91 | 785.21±27.65 | 132.26±1.70 | 48.97±1.37 | 130.08±1.98 |
| 80 | 1 145.18±63.38 | 215.28±1.93 | 201.50±6.03 | 681.91±30.42 | 101.50±1.47 | 40.71±1.07 | 99.21±1.03 | |
| 120 | 960.89±56.62 | 185.86±2.79 | 170.67±7.11 | 604.48±28.40 | 85.44±1.13 | 34.64±0.95 | 82.79±2.08 | |
| 160 | 900.49±74.10 | 165.42±2.85 | 155.44±8.54 | 566.47±31.05 | 74.51±1.17 | 30.61±0.30 | 72.73±1.20 | |
| 200 | 852.74±67.54 | 148.97±2.67 | 143.92±9.74 | 530.65±29.11 | 66.20±1.11 | 28.33±1.04 | 65.17±0.93 |
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