Open Access
表3
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 | 15.52±3.50 | 3.90±0.04 | 3.36±0.18 | 3.60±0.57 | 1.82±0.07 | 0.82±0.14 | 1.50±0.04 |
| 80 | 14.35±3.64 | 3.73±0.06 | 2.62±0.44 | 2.76±0.34 | 1.52±0.02 | 0.60±0.06 | 1.16±0.07 | |
| 120 | 10.17±2.93 | 2.81±0.24 | 1.98±0.11 | 3.67±0.35 | 1.15±0.13 | 0.45±0.04 | 0.95±0.09 | |
| 160 | 4.86±2.94 | 2.50±0.28 | 1.56±0.45 | 3.56±0.18 | 1.04±0.0 7 | 0.42±0.06 | 0.84±0.04 | |
| 200 | 2.56±1.58 | 2.28±0.41 | 1.05±0.54 | 1.79±0.18 | 0.84±0.09 | 0.38±0.06 | 0.71±0.04 | |
| Alarm | 40 | 273.04±22.29 | 139.84±2.81 | 118.75±7.37 | 95.88±6.54 | 60.46±1.72 | 33.78±1.17 | 58.14±1.87 |
| 80 | 275.49±25.36 | 124.45±1.75 | 99.27±3.90 | 102.91±6.29 | 52.45±1.48 | 29.78±0.75 | 49.39±1.59 | |
| 120 | 262.14±22.68 | 111.18±5.14 | 89.46±5.95 | 96.93±5.50 | 47.84±2.90 | 27.55±1.19 | 45.77±3.07 | |
| 160 | 243.75±19.58 | 106.12±5.25 | 85.46±3.50 | 97.37±4.52 | 45.97±2.84 | 27.00±1.20 | 43.86±2.10 | |
| 200 | 229.07±23.50 | 101.64±3.93 | 80.39±5.20 | 94.01±6.24 | 43.96±2.09 | 25.67±1.16 | 42.07±1.80 | |
| Win95PTs | 40 | 269.71±22.86 | 152.27±1.38 | 134.34±2.66 | 126.24±6.01 | 96.66±0.74 | 57.98±1.51 | 89.70±1.64 |
| 80 | 283.48±41.42 | 142.88±1.39 | 124.96±5.51 | 127.38±8.50 | 89.38±1.11 | 55.06±0.66 | 82.96±1.03 | |
| 120 | 308.45±42.10 | 136.33±1.45 | 121.07±6.28 | 118.95±7.32 | 85.32±0.88 | 53.44±0.36 | 79.86±0.27 | |
| 160 | 305.57±15.75 | 131.81±1.66 | 114.93±1.34 | 98.69±6.61 | 82.41±0.71 | 51.36±0.19 | 76.86±0.57 | |
| 200 | 304.90±30.19 | 127.80±1.49 | 114.46±2.38 | 98.19±2.66 | 80.01±0.12 | 50.53±0.60 | 74.90±0.60 | |
| Andes | 40 | 1 252.65±37.19 | 271.30±1.96 | 228.02±6.60 | 744.61±30.50 | 119.50±1.62 | 43.24±1.97 | 121.32±3.84 |
| 80 | 1 046.26±44.69 | 215.98±1.05 | 187.57±6.53 | 636.29±33.50 | 93.18±1.02 | 36.40±0.33 | 92.15±2.75 | |
| 120 | 892.49±33.50 | 185.69±1.70 | 160.63±5.56 | 566.77±15.83 | 78.12±1.53 | 31.11±2.28 | 75.45±4.80 | |
| 160 | 868.22±48.74 | 165.74±2.35 | 150.41±5.35 | 542.73±2.77 | 68.62±1.30 | 28.80±2.38 | 67.45±3.73 | |
| 200 | 780.04±52.41 | 150.57±1.53 | 135.50±7.81 | 515.63±7.81 | 61.99±1.07 | 26.44±0.36 | 60.88±1.17 |
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