generateRunSaveTest_constructionModelesLassoRank = function(n=200, p=15, m=10, L=12, mini=5, maxi=10, gamma=1.0, rangmin=3, rangmax=6) { testFolder = "data/" dir.create(testFolder, showWarnings=FALSE, mode="0755") tau = 1e-6 pi = matrix(0, k,L) for(i in 1:L){ pi[,i] = rep(1.0/k, k) } rho = array(0, dim=c(m,m,k,L)) for(l in 1:L){ for(r in 1:k){ rho[,,r,l] = diag(1,m) } } require(valse) io = valse:::generateIOdefault(n, p, m, k) A1 = matrix(0,p,L) for(i in 1:L){ A1[,i] = seq(1,p) } #save inputs write.table(as.double(rho),paste(testFolder,"rho",sep=""), row.names=F, col.names=F) write.table(as.double(pi), paste(testFolder,"pi",sep=""), row.names=F, col.names=F) write.table(as.integer(mini), paste(testFolder,"mini",sep=""), row.names=F, col.names=F) write.table(as.integer(maxi), paste(testFolder,"maxi",sep=""), row.names=F, col.names=F) write.table(as.double(io$X), paste(testFolder,"X",sep=""), row.names=F, col.names=F) write.table(as.double(io$Y), paste(testFolder,"Y",sep=""), row.names=F, col.names=F) write.table(as.double(tau),paste(testFolder,"tau",sep=""), row.names=F, col.names=F) write.table(as.double(A1),paste(testFolder,"A1",sep=""), row.names=F, col.names=F) write.table(as.integer(rangmin),paste(testFolder,"rangmin",sep=""), row.names=F, col.names=F) write.table(as.integer(rangmax),paste(testFolder,"rangmax",sep=""), row.names=F, col.names=F) write.table(as.integer(c(n,p,m,k)),paste(testFolder,"dimensions",sep=""), row.names=F, col.names=F) res = constructionModelesLassoRank(pi,rho,mini,maxi,X,Y,tau,A1,rangmin,rangmax) #save output write.table(as.double(res$phi), paste(testFolder,"phi",sep=""), row.names=F, col.names=F) write.table(as.double(res$llh), paste(testFolder,"llh",sep=""), row.names=F, col.names=F) }