Table 4.
Sensitivities and specificities of the SNP classifier combinations
|
∼ 1000 positives |
Sensitivity |
Specificity |
||||||
|---|---|---|---|---|---|---|---|---|
| 2K-bit code | Combination | centerMean | Median | SD | Mean | Median | SD | |
| 2 |
C1∧C2∧C3 |
0.083 |
0.082 |
0.017 |
1.000 |
1.000 |
0.0000 |
|
| 4 |
C2∧C3 |
0.098 |
0.097 |
0.018 |
1.000 |
1.000 |
0.0000 |
|
| 6 |
C1∧C3 |
0.144 |
0.143 |
0.020 |
1.000 |
1.000 |
0.0000 |
|
| 18 |
C1∧C2 |
0.483 |
0.481 |
0.053 |
1.000 |
1.000 |
0.0000 |
|
| 24 |
At least two classifiers |
0.559 |
0.558 |
0.053 |
1.000 |
1.000 |
0.0000 |
|
| 64 |
C2∨C3 |
0.645 |
0.647 |
0.047 |
0.997 |
0.997 |
0.0001 |
|
| 96 |
C1∨C3 |
0.869 |
0.869 |
0.035 |
0.997 |
0.997 |
0.0001 |
|
| 120 |
C1∨C2 |
0.932 |
0.933 |
0.021 |
0.998 |
0.998 |
0.0001 |
|
| 128‡ |
C1∨C2∨C3 |
0.943 |
0.944 |
0.018 |
0.996 |
0.996 |
0.0002 |
|
| ∼ 5000 positives |
|
Sensitivity |
Specificity |
|||||
| 2K-bit code |
Combination |
Mean |
Median |
SD |
|
Mean |
Median |
SD |
| 2 |
C1∧C2∧C3 |
0.065 |
0.066 |
0.007 |
|
1.000 |
1.000 |
0.0000 |
| 4 |
C2∧C3 |
0.079 |
0.079 |
0.007 |
|
1.000 |
1.000 |
0.0000 |
| 6 |
C1∧C3 |
0.123 |
0.123 |
0.008 |
|
1.000 |
1.000 |
0.0000 |
| 18 |
C1∧C2 |
0.439 |
0.440 |
0.025 |
|
1.000 |
1.000 |
0.0000 |
| 24 |
At least two classifiers |
0.510 |
0.511 |
0.026 |
|
1.000 |
1.000 |
0.0000 |
| 64 |
C2∨C3 |
0.601 |
0.601 |
0.024 |
|
0.987 |
0.987 |
0.0002 |
| 96 |
C1∨C3 |
0.850 |
0.852 |
0.018 |
|
0.991 |
0.991 |
0.0004 |
| 120 |
C1∨C2 |
0.918 |
0.919 |
0.011 |
|
0.994 |
0.994 |
0.0004 |
| 128‡ | C1∨C2∨C3 | 0.930 | 0.931 | 0.010 | 0.986 | 0.986 | 0.0004 | |
SD: Standard Deviation.
‡Optimal combination using ranking criteria 1, 2, 3 and 4.