Table 6 ARL and SDRL outcomes for comparative analysis.
Shift | SVM-EWMA at \(\lambda\) = 0.10 | RAEWMA at \(\lambda\) = 0.10 | SVM-EWMA at \(\lambda\) = 0.25 | RAEWMA at \(\lambda\) = 0.25 | ||||
|---|---|---|---|---|---|---|---|---|
ARL | SDRL | ARL | SDRL | ARL | SDRL | ARL | SDRL | |
0.00 | 370.35 | 372.60 | 370.58 | 361.57 | 370.01 | 369.13 | 369.23 | 366.99 |
0.01 | 247.61 | 246.79 | 300.25 | 301.65 | 195.62 | 193.49 | 344.28 | 342.51 |
0.02 | 160.03 | 153.45 | 248.92 | 243.01 | 135.28 | 133.99 | 320.51 | 316.52 |
0.03 | 102.39 | 95.84 | 204.31 | 196.66 | 121.95 | 118.82 | 292.93 | 291.14 |
0.04 | 78.81 | 71.76 | 168.99 | 162.36 | 104.12 | 100.73 | 271.29 | 268.45 |
0.05 | 64.56 | 59.69 | 143.23 | 133.30 | 84.76 | 82.26 | 250.15 | 248.66 |
0.06 | 56.61 | 50.40 | 118.56 | 109.42 | 75.74 | 74.15 | 226.14 | 220.77 |
0.07 | 47.49 | 40.13 | 104.15 | 95.62 | 70.03 | 67.46 | 212.31 | 211.26 |
0.08 | 40.82 | 34.14 | 86.33 | 78.53 | 63.86 | 61.48 | 196.40 | 192.95 |
0.09 | 36.00 | 29.14 | 75.58 | 66.27 | 64.76 | 62.35 | 183.39 | 180.39 |
0.10 | 30.87 | 23.50 | 65.89 | 57.43 | 61.28 | 59.57 | 168.10 | 163.27 |
0.40 | 2.91 | 0.33 | 9.80 | 5.23 | 6.00 | 4.33 | 10.79 | 7.27 |
1.00 | 1.0 | 0.0 | 3.47 | 1.13 | 1.00 | 0.00 | 2.86 | 1.16 |
2.00 | 1.0 | 0.0 | 2.05 | 0.33 | 1.00 | 0.00 | 1.37 | 0.54 |
