Commit | Line | Data |
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f1b906da BG |
1 | generateRunSaveTest_constructionModelesLassoRank = function(n=200, p=15, m=10, L=12, mini=5, maxi=10, gamma=1.0, rangmin=3, rangmax=6){ |
2 | testFolder = "data/" | |
3 | dir.create(testFolder, showWarnings=FALSE, mode="0755") | |
4 | delimiter = " " | |
5 | ||
6 | tau = 1e-6 | |
7 | ||
8 | ||
9 | pi = matrix(0, k,L) | |
10 | for(i in 1:L){ | |
11 | pi[,i] = rep(1.0/k, k) | |
12 | } | |
13 | rho = array(0, dim=c(m,m,k,L)) | |
14 | for(l in 1:L){ | |
15 | for(r in 1:k){ | |
16 | rho[,,r,l] = diag(1,m) | |
17 | } | |
18 | } | |
19 | #Generate X and Y | |
20 | generateIOdef = generateIOdefault(n, p, m, k) | |
21 | ||
22 | A1 = matrix(0,p,L) | |
23 | for(i in 1:L){ | |
24 | A1[,i] = seq(1,p) | |
25 | } | |
26 | #save inputs | |
27 | write.table(paste(testFolder,"rho",sep=""), rho, sep=delimiter) | |
28 | write.table(paste(testFolder,"pi",sep=""), pi, sep=delimiter) | |
29 | write.table(paste(testFolder,"mini",sep=""), mini, sep=delimiter) | |
30 | write.table(paste(testFolder,"maxi",sep=""), maxi, sep=delimiter) | |
31 | write.table(paste(testFolder,"X",sep=""), generateIOdef$X sep=delimiter) | |
32 | write.table(paste(testFolder,"Y",sep=""), generateIOdef$Y, sep=delimiter) | |
33 | write.table(paste(testFolder,"tau",sep=""), tau, sep=delimiter) | |
34 | write.table(paste(testFolder,"A1",sep=""), A1, sep=delimiter) | |
35 | write.table(paste(testFolder,"rangmin",sep=""), rangmin, sep=delimiter) | |
36 | write.table(paste(testFolder,"rangmax",sep=""), rangmax, sep=delimiter) | |
37 | write.table(paste(testFolder,"dimensions",sep=""), c(n,p,m,k), sep=delimiter) | |
38 | ||
39 | construct = constructionModelesLassoRank(pi,rho,mini,maxi,X,Y,tau,A1,rangmin,rangmax)) | |
40 | ||
41 | #save output | |
42 | write.table(paste(testFolder,"phi",sep=""), construct$phi, sep=delimiter) | |
43 | write.table(paste(testFolder,"lvraisemblance",sep=""), construct$lvraisemblance, sep=delimiter) | |
44 | ||
45 | } |