outputs/c2.log

[oracle-GB] q=0.05  FDR=0.0026 (+-0.0029) power=0.006 ctrl=True
[oracle-GB] q=0.1   FDR=0.0746 (+-0.0087) power=1.000 ctrl=True
[oracle-GB] q=0.2   FDR=0.1749 (+-0.0130) power=1.000 ctrl=True
[oracle-GB] q=0.3   FDR=0.2871 (+-0.0146) power=1.000 ctrl=True
[oracle-GB] q=0.5   FDR=0.4858 (+-0.0141) power=1.000 ctrl=True
[oracle-Lasso] q=0.05  FDR=0.0008 (+-0.0016) power=0.002 ctrl=True
[oracle-Lasso] q=0.1   FDR=0.0686 (+-0.0077) power=1.000 ctrl=True
[oracle-Lasso] q=0.2   FDR=0.1597 (+-0.0114) power=1.000 ctrl=True
[oracle-Lasso] q=0.3   FDR=0.2266 (+-0.0108) power=1.000 ctrl=True
[oracle-Lasso] q=0.5   FDR=0.2797 (+-0.0083) power=1.000 ctrl=True
[estim-GB] q=0.05  FDR=0.0026 (+-0.0029) power=0.006 ctrl=True
[estim-GB] q=0.1   FDR=0.0759 (+-0.0085) power=1.000 ctrl=True
[estim-GB] q=0.2   FDR=0.1969 (+-0.0138) power=1.000 ctrl=True
[estim-GB] q=0.3   FDR=0.3034 (+-0.0152) power=1.000 ctrl=False
[estim-GB] q=0.5   FDR=0.4950 (+-0.0135) power=1.000 ctrl=True
[estim-GB-nonlin] q=0.05  FDR=0.0028 (+-0.0038) power=0.007 ctrl=True
[estim-GB-nonlin] q=0.1   FDR=0.0520 (+-0.0105) power=0.836 ctrl=True
[estim-GB-nonlin] q=0.2   FDR=0.1593 (+-0.0173) power=0.951 ctrl=True
[estim-GB-nonlin] q=0.3   FDR=0.2582 (+-0.0200) power=0.956 ctrl=True
[estim-GB-nonlin] q=0.5   FDR=0.4640 (+-0.0191) power=0.958 ctrl=True
[oracle-GB-BH] q=0.05  FDR=0.0316 (+-0.0056) power=0.977 ctrl=True
[oracle-GB-BH] q=0.1   FDR=0.0652 (+-0.0077) power=0.989 ctrl=True
[oracle-GB-BH] q=0.2   FDR=0.1339 (+-0.0107) power=0.995 ctrl=True
[oracle-GB-BH] q=0.3   FDR=0.1998 (+-0.0121) power=0.998 ctrl=True
[oracle-GB-BH] q=0.5   FDR=0.3446 (+-0.0143) power=0.999 ctrl=True
/home/ubuntu/samuel/semiknockoffs-repro/scripts/c2_fdr.py:138: RuntimeWarning: Mean of empty slice
  "power": float(np.nanmean(pw)),
/home/ubuntu/samuel/semiknockoffs-repro/scripts/c2_fdr.py:143: RuntimeWarning: Mean of empty slice
  f"power={np.nanmean(pw):.3f} ctrl={np.mean(f) <= q}",
[oracle-GB-globalnull] q=0.05  FDR=0.0000 (+-0.0000) power=nan ctrl=True
[oracle-GB-globalnull] q=0.1   FDR=0.0000 (+-0.0000) power=nan ctrl=True
[oracle-GB-globalnull] q=0.2   FDR=0.0433 (+-0.0231) power=nan ctrl=True
[oracle-GB-globalnull] q=0.3   FDR=0.0933 (+-0.0330) power=nan ctrl=True
[oracle-GB-globalnull] q=0.5   FDR=0.3867 (+-0.0552) power=nan ctrl=True
wrote /home/ubuntu/samuel/semiknockoffs-repro/outputs/claim2_fdr.json