update the model selection step. Beginning for the plots

[valse.git] / reports / bazar Emilie / recomp.m

diff --git a/reports/bazar Emilie/recomp.m b/reports/bazar Emilie/recomp.m
new file mode 100644 (file)
index 0000000..b60ed53
--- /dev/null
+++ b/reports/bazar Emilie/recomp.m
@@ -0,0 +1,29 @@
+ychap=zeros(n,m,k,94);
+%Ychap=zeros(n,m,l,94);
+
+for LL=1:10
+    for i=1:n
+        for r=1:2
+            ychap(i,:,r,LL)=x(i,:)*(phitrue(:,:,r,LL)*inv(rhotrue(:,:,r,LL)))';
+            Ychap(i,:,r,LL)=waverec(ychap(i,:,r,LL)',L,'sym4');
+        end
+    end
+end
+for i=1:n
+    for r=1:2
+        for LL=1:10
+            RMSE(i,LL,r)=sqrt(sum((donneesC(78:96,i)-Ychap(i,:,r,LL)').^2));
+        end
+    end
+end
+LL=88;
+plot(Ychap(89,:,2,LL),'r')
+hold on
+plot(donnees(49:96,89)/100,'b')
+hold off
+
+
+for LL=1:10
+    Z(LL,:)=principeMAP(Y,X,phiLassoMLE(:,:,:,LL),rhoLassoMLE(:,:,:,LL),piLassoMLE(:,LL),3.14);
+    sum((Z(1:100)==1)+(Z(101:200)==2))
+end
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