+++ /dev/null
-function[] = testSelectiontotale()
-
- testFolder = 'data/';
- delimiter = '\n';
-
- %get dimensions
- dimensions = dlmread(strcat(testFolder,'dimensions'), delimiter);
- n = dimensions(1);
- p = dimensions(2);
- m = dimensions(3);
- k = dimensions(4);
- L = dimensions(5);
-
- %get all input arrays
- phiInit = reshape(dlmread(strcat(testFolder,'phiInit'), delimiter), p, m, k);
- rhoInit = reshape(dlmread(strcat(testFolder,'rhoInit'), delimiter), m, m, k);
- piInit = transpose(dlmread(strcat(testFolder,'piInit'), delimiter));
- gamInit = reshape(dlmread(strcat(testFolder,'gamInit'), delimiter), n, k);
- mini = int64(dlmread(strcat(testFolder,'mini'), delimiter));
- maxi = int64(dlmread(strcat(testFolder,'maxi'), delimiter));
- gamma = dlmread(strcat(testFolder,'gamma'), delimiter);
- glambda = dlmread(strcat(testFolder,'glambda'), delimiter);
- X = reshape(dlmread(strcat(testFolder,'X'), delimiter), n, p);
- Y = reshape(dlmread(strcat(testFolder,'Y'), delimiter), n, m);
- seuil = dlmread(strcat(testFolder,'seuil'), delimiter);
- tau = dlmread(strcat(testFolder,'tau'), delimiter);
-
- %run constructionModelesLassoMLE.m
- [A1,A2,Rho,Pi] = selectiontotale(phiInit,rhoInit,piInit,gamInit,mini,maxi,gamma,glambda,X,Y,seuil,tau);
-
- %get all stored outputs
- ref_A1 = int64(reshape(dlmread(strcat(testFolder,'A1'), delimiter), p, m+1, L));
- ref_A2 = int64(reshape(dlmread(strcat(testFolder,'A2'), delimiter), p, m+1, L));
- ref_Rho = reshape(dlmread(strcat(testFolder,'Rho'), delimiter), m, m, k, L);
- ref_Pi = reshape(dlmread(strcat(testFolder,'Pi'), delimiter), k, L);
-
- %check that output correspond to stored output
- tol = 1e-5;
- checkOutput('A1',A1,ref_A1,tol);
- checkOutput('A2',A2,ref_A2,tol);
- checkOutput('Rho',Rho,ref_Rho,tol);
- checkOutput('Pi',Pi,ref_Pi,tol);
-
-end