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1 | source("helpers/constructionModelesLassoRank.R") |
2 | ||
ef67d338 | 3 | generateRunSaveTest_constructionModelesLassoRank = function(n=200, p=15, m=10, k=3, L=12, mini=5, |
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4 | maxi=10, gamma=1.0, rangmin=3, rangmax=6) |
5 | { | |
f1b906da | 6 | tau = 1e-6 |
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7 | pi = matrix(1./k, nrow=k, ncol=L) |
8 | rho = array(dim=c(m,m,k,L)) | |
9 | for (l in 1:L) | |
10 | { | |
11 | for (r in 1:k) | |
f1b906da | 12 | rho[,,r,l] = diag(1,m) |
f1b906da | 13 | } |
ef67d338 | 14 | A1 = matrix(seq_len(p), nrow=p, ncol=L) |
9ade3f1b | 15 | require(valse) |
ef67d338 | 16 | xy = valse:::generateXYdefault(n, p, m, k) |
c3bc4705 | 17 | |
825cf55f | 18 | testFolder = "../data/" |
ef67d338 | 19 | dir.create(testFolder, showWarnings=FALSE, mode="0755") |
f1b906da | 20 | #save inputs |
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21 | write.table(as.double(pi), paste(testFolder,"pi",sep=""), |
22 | row.names=F, col.names=F) | |
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23 | write.table(as.double(rho),paste(testFolder,"rho",sep=""), |
24 | row.names=F, col.names=F) | |
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25 | write.table(as.integer(mini), paste(testFolder,"mini",sep=""), |
26 | row.names=F, col.names=F) | |
27 | write.table(as.integer(maxi), paste(testFolder,"maxi",sep=""), | |
28 | row.names=F, col.names=F) | |
ef67d338 | 29 | write.table(as.double(xy$X), paste(testFolder,"X",sep=""), |
c3bc4705 | 30 | row.names=F, col.names=F) |
ef67d338 | 31 | write.table(as.double(xy$Y), paste(testFolder,"Y",sep=""), |
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32 | row.names=F, col.names=F) |
33 | write.table(as.double(tau),paste(testFolder,"tau",sep=""), | |
34 | row.names=F, col.names=F) | |
35 | write.table(as.double(A1),paste(testFolder,"A1",sep=""), | |
36 | row.names=F, col.names=F) | |
37 | write.table(as.integer(rangmin),paste(testFolder,"rangmin",sep=""), | |
38 | row.names=F, col.names=F) | |
39 | write.table(as.integer(rangmax),paste(testFolder,"rangmax",sep=""), | |
40 | row.names=F, col.names=F) | |
ef67d338 | 41 | write.table(as.integer(c(n,p,m,k,L)),paste(testFolder,"dimensions",sep=""), |
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42 | row.names=F, col.names=F) |
43 | ||
ef67d338 | 44 | res = constructionModelesLassoRank(pi,rho,mini,maxi,xy$X,xy$Y,tau,A1,rangmin,rangmax) |
c3bc4705 | 45 | |
f1b906da | 46 | #save output |
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47 | write.table(as.double(res$phi), paste(testFolder,"phi",sep=""), row.names=F, col.names=F) |
48 | write.table(as.double(res$llh), paste(testFolder,"llh",sep=""), row.names=F, col.names=F) | |
9ade3f1b | 49 | } |