Nominal FDR | Method | \(\beta ^{(1)} = 0.1\) | \(\beta ^{(1)} = 0.4\) | \(\beta ^{(1)} = 1.6\) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TP | FP | F1 | Time (s) | TP | FP | F1 | Time (s) | TP | FP | F1 | Time (s) | ||
0.05 | SMA-Exact | 6.5 | 12.0 | 0.39 | 19 | 6.3 | 6.7 | 0.45 | 19 | 4.0 | 40.1 | 0.13 | 19 |
NP, \(\tau = 0.348\) | 6.0 | 0.8 | 0.55 | 31 | 5.7 | 0.3 | 0.54 | 46 | 4.0 | 0.0 | 0.42 | 31 | |
NP, \(\tau = 0.022\) | 7.2 | 0.9 | 0.62 | 51 | 8.2 | 0.8 | 0.68 | 48 | 4.1 | 0.0 | 0.43 | 37 | |
NP, \(\tau\) estimated | 7.2 | 1.0 | 0.62 | 55 | 8.5 | 0.8 | 0.70 | 55 | 4.1 | 0.0 | 0.43 | 39 | |
0.1 | SMA-Exact | 6.7 | 14.3 | 0.38 | 19 | 6.8 | 8.3 | 0.45 | 19 | 4.0 | 46.1 | 0.12 | 19 |
NP, \(\tau = 0.348\) | 6.3 | 0.8 | 0.57 | 33 | 6.3 | 0.4 | 0.58 | 28 | 4.0 | 0.0 | 0.42 | 32 | |
NP, \(\tau = 0.022\) | 7.5 | 1.0 | 0.64 | 57 | 8.5 | 1.0 | 0.69 | 55 | 4.4 | 0.0 | 0.45 | 38 | |
NP, \(\tau\) estimated | 7.5 | 1.1 | 0.64 | 63 | 8.6 | 1.1 | 0.69 | 67 | 4.4 | 0.0 | 0.45 | 41 |