Table 5 Data utility of chr10 data set with privacy budget of 1.0 and power of 0.09.
From: Differentially private genome data dissemination through top-down specialization
Cutoff p-value | Accuracy | Sensitivity | Precision | F1-score | # of significant SNPs |
|---|---|---|---|---|---|
5E-02 | 0.301 | 0.956 | 0.092 | 0.168 | 45 |
1E-02 | 0.317 | 0.903 | 0.048 | 0.091 | 23 |
1E-03 | 0.431 | 1.000 | 0.041 | 0.080 | 15 |
1E-05 | 0.577 | 1.000 | 0.030 | 0.058 | 8 |