Research Article
A Fast Framework for Abrupt Change Detection Based on Binary Search Trees and Kolmogorov Statistic
Table 4
The summary of abrupt change detection on
.
| M | | Mean | | 27 | 28 | 29 | 210 | 27 | 28 | 29 | 210 | | 25 | 50 | 100 | 200 | 100 | 200 | 400 | 900 |
| e-CP | BSTKS | 25 | 50 | 100 | 276 | 100 | 200 | 376 | 900 | NA | KS | 29 | 36 | 95 | 206 | 34 | 92 | 301 | 795 | NA | | 24 | 255 | 31 | 1023 | 31 | 199 | 33 | 1023 | NA | SSA | 32 | 55 | 398 | 1007 | 106 | 208 | 500 | 907 | NA |
| Err | BSTKS | 0 | 0 | 0 | 76 | 0 | 0 | 24 | 0 | 12.5 | KS | 4 | 14 | 5 | 6 | 66 | 108 | 99 | 105 | 50.9 | | 1 | 205 | 69 | 823 | 69 | 1 | 367 | 123 | 207.3 | SSA | 7 | 5 | 298 | 807 | 6 | 8 | 100 | 7 | 154.8 |
| Acc | BSTKS | 1.0 | 1.0 | 1.0 | .93 | 1.0 | 1.0 | .95 | 1.0 | .98 | KS | .97 | .94 | .99 | .99 | .48 | .57 | .81 | .89 | .83 | | .99 | .20 | .86 | .20 | .46 | .99 | .28 | .88 | .61 | SSA | .94 | .97 | .42 | .21 | .94 | .97 | .80 | .99 | .78 |
| Time | BSTKS | .023 | .031 | 0.034 | .036 | .028 | .033 | .035 | .038 | .032 | KS | .019 | .021 | .038 | .049 | .020 | .029 | .039 | .052 | .033 | | .03 | .063 | .088 | .170 | .031 | .050 | .081 | .174 | .086 | SSA | .037 | .071 | .126 | .239 | .035 | .065 | .118 | .245 | .117 |
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