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-Approx. | 5.2 | 6.9 | 0.38 | 4 | 4.6 | 4.1 | 0.39 | 4 | 3.9 | 36.4 | 0.14 | 4 |
SMA-Exact | 5.2 | 7.0 | 0.38 | 103 | 4.6 | 4.2 | 0.39 | 104 | 3.9 | 36.9 | 0.14 | 93 | |
NP, \(\tau = 0.348\) | 4.2 | 0.6 | 0.42 | 37 | 3.1 | 0.1 | 0.34 | 17 | 4.0 | 0.0 | 0.42 | 29 | |
NP, \(\tau = 0.022\) | 6.1 | 0.8 | 0.55 | 35 | 6.3 | 0.6 | 0.57 | 30 | 4.1 | 0.0 | 0.43 | 35 | |
NP, \(\tau\) estimated | 6.4 | 0.8 | 0.57 | 40 | 6.7 | 0.8 | 0.60 | 36 | 4.1 | 0.0 | 0.43 | 37 | |
0.1 | SMA-Approx. | 5.5 | 8.1 | 0.39 | 4 | 5.3 | 5.2 | 0.42 | 4 | 4.0 | 41.4 | 0.13 | 4 |
SMA-Exact | 5.6 | 8.2 | 0.39 | 103 | 5.3 | 5.3 | 0.42 | 104 | 4.0 | 41.9 | 0.13 | 93 | |
NP, \(\tau = 0.348\) | 4.6 | 0.7 | 0.45 | 32 | 3.9 | 0.2 | 0.40 | 33 | 4.0 | 0.0 | 0.42 | 31 | |
NP, \(\tau = 0.022\) | 6.4 | 0.9 | 0.57 | 39 | 6.8 | 0.8 | 0.60 | 35 | 4.4 | 0.0 | 0.45 | 37 | |
NP, \(\tau\) estimated | 6.6 | 0.9 | 0.59 | 48 | 7.0 | 1.1 | 0.61 | 45 | 4.4 | 0.0 | 0.45 | 40 |