fix memory leaks on EMGLLF, test OK for EMGrank
[valse.git] / src / test / generate_test_data / helpers / generateIOdefault.m
CommitLineData
7b272073
BA
1%call generateIO with default parameters (random means, covariances = identity, equirepartition)
2function[X,Y,Z] = generateIOdefault(n, p, m, k)
3
4 rangeX = 100;
5 meanX = rangeX * (1 - 2*rand(k, p));
6 covX = zeros(p,p,k);
7 covY = zeros(m,m,k);
8 for r=1:k
9 covX(:,:,r) = eye(p);
10 covY(:,:,r) = eye(m);
11 end
12 pi = (1/k) * ones(1,k);
13
14 %initialize beta to a random number of non-zero random value
15 beta = zeros(p,m,k);
16 for j=1:p
17 nonZeroCount = ceil(m*rand(1));
18 beta(j,1:nonZeroCount,:) = rand(nonZeroCount, k);
19 end
20
21 [X,Y,Z] = generateIO(meanX, covX, covY, pi, beta, n);
22
23end