Update FAR vs PD

2024-07-16 15:56:53 +08:00
parent 9556bdf832
commit 5ac5ef1787
4 changed files with 133 additions and 39 deletions
@@ -7,19 +7,20 @@ N = 64;
 M = 4;
 K = 10;
 lambda = zeros(M * N, 1);
-lambda(:) = 0.3;
-tau = 1e-4;
-iter_max = 500;
-% method = "debiased_LASSO";
+lambda(:) = 0.8;
+tau = 1e-6;
+iter_max = 50;
+method = "debiased_LASSO";
 % method = "LASSO";
-method = "BP";
+% method = "BP";
 % method = "VAMP";
-trail_times = 1e2;
+trail_times = 1000;
 epi = 0;
 extend_target = 1;

 %% FAR
-P_fa_FAR = FAR_simu(3);
+P_fa_FAR = 1e-5;
+threshold_FAR = FAR_simu(P_fa_FAR);
 % fprintf("FAR: %f\n", P_fa_FAR);

 %% PD