+++ /dev/null
-source("helpers/constructionModelesLassoMLE.R")
-
-generateRunSaveTest_constructionModelesLassoMLE = function(n=200, p=15, m=10, k=3, mini=5,
- maxi=10, gamma=1.0, glambda=list(0.0,0.01,0.02,0.03,0.05,0.1,0.2,0.3,0.5,0.7,0.85,0.99))
-{
- tau = 1e-6;
- seuil = 1e-15;
- L = length(glambda);
- A1 = array(0, dim=c(p, m+1, L))
- A2 = array(0, dim=c(p, m+1, L))
- for (i in 1:L)
- {
- A1[,1,i] = seq_len(p)
- A1[1:5,2,i] = seq_len(5)
- A2[,1,i] = seq_len(p)
- A2[1:5,2,i] = seq_len(5)
- }
- require(valse)
- params = valse:::basicInitParameters(n, p, m, k)
- xy = valse:::generateXYdefault(n, p, m, k)
-
- testFolder = "../data/"
- dir.create(testFolder, showWarnings=FALSE, mode="0755")
- #save inputs
- write.table(as.double(params$phiInit), paste(testFolder,"phiInit",sep=""),
- row.names=F, col.names=F)
- write.table(as.double(params$rhoInit), paste(testFolder,"rhoInit",sep=""),
- row.names=F, col.names=F)
- write.table(as.double(params$piInit), paste(testFolder,"piInit",sep=""),
- row.names=F, col.names=F)
- write.table(as.double(params$gamInit), paste(testFolder,"gamInit",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(gamma), paste(testFolder,"gamma",sep=""),
- row.names=F, col.names=F)
- write.table(as.double(glambda), paste(testFolder,"glambda",sep=""),
- row.names=F, col.names=F)
- write.table(as.double(xy$X), paste(testFolder,"X",sep=""),
- row.names=F, col.names=F)
- write.table(as.double(xy$Y), paste(testFolder,"Y",sep=""),
- row.names=F, col.names=F)
- write.table(as.double(seuil), paste(testFolder,"seuil",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.double(A2), paste(testFolder,"A2",sep=""),
- row.names=F, col.names=F)
- write.table(as.integer(c(n,p,m,k,L)), paste(testFolder,"dimensions",sep=""),
- row.names=F, col.names=F)
-
- res = constructionModelesLassoMLE(
- params$phiInit,params$rhoInit,params$piInit,params$gamInit,
- mini,maxi,gamma,glambda,xy$X,xy$Y,seuil,tau,A1,A2)
-
- #save output
- write.table(as.double(res$phi), paste(testFolder,"phi",sep=""), row.names=F, col.names=F)
- write.table(as.double(res$rho), paste(testFolder,"rho",sep=""), row.names=F, col.names=F)
- write.table(as.double(res$pi), paste(testFolder,"pi",sep=""), row.names=F, col.names=F)
- write.table(as.double(res$llh), paste(testFolder,"llh",sep=""), row.names=F, col.names=F)
-}