X-Git-Url: https://git.auder.net/?p=valse.git;a=blobdiff_plain;f=src%2Ftest%2Fgenerate_test_data%2FgenerateRunSaveTest_constructionModelesLassoMLE.R;h=500ce2f5ea85e338d826232de18284c4651cf0d7;hp=b6ff68c790fd4dc89c26f3d0f98f6405cca6d79e;hb=c3bc47052f3ccb659659c59a82e9a99ea842398d;hpb=e39bc178cf5de02489ea2dce3869ba6323e18492 diff --git a/src/test/generate_test_data/generateRunSaveTest_constructionModelesLassoMLE.R b/src/test/generate_test_data/generateRunSaveTest_constructionModelesLassoMLE.R index b6ff68c..500ce2f 100644 --- a/src/test/generate_test_data/generateRunSaveTest_constructionModelesLassoMLE.R +++ b/src/test/generate_test_data/generateRunSaveTest_constructionModelesLassoMLE.R @@ -1,46 +1,55 @@ -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)){ +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)) +{ testFolder = "data/" dir.create(testFolder, showWarnings=FALSE, mode="0755") - delimiter = " " - - #Generate phiInit,piInit,... + require(valse) params = valse:::basic_Init_Parameters(n, p, m, k) - - #save inputs - write.table(paste(testFolder,"phiInit",sep=""), params$phiInit, sep=delimiter) - write.table(paste(testFolder,"rhoInit",sep=""), params$rhoInit, sep=delimiter) - write.table(paste(testFolder,"piInit",sep=""), params$piInit, sep=delimiter) - write.table(paste(testFolder,"gamInit",sep=""), params$gamInit, sep=delimiter) - write.table(paste(testFolder,"mini",sep=""), mini, sep=delimiter) - write.table(paste(testFolder,"maxi",sep=""), maxi, sep=delimiter) - write.table(paste(testFolder,"gamma",sep=""), gamma, sep=delimiter) - write.table(paste(testFolder,"lambda",sep=""), lambda, sep=delimiter) - write.table(paste(testFolder,"X",sep=""), io$X, sep=delimiter) - write.table(paste(testFolder,"Y",sep=""), io$Y, sep=delimiter) - write.table(paste(testFolder,"tau",sep=""), tau, sep=delimiter) - write.table(paste(testFolder,"dimensions",sep=""), c(n,p,m,k), sep=delimiter) - A2 = array(0, dim=c(p, m+1, L)) A1 = array(0, dim=c(p, m+1, L)) - for(i in 1:L){ - A2[,1,i] = seq(1,p) - A2[,2,i] = seq(1,5) - A1[,1, i] = seq(1,p) - A1[,2,i] = seq(1,5) + for (i in 1:L) + { + A2[,1,i] = seq_len(p) + A2[,2,i] = seq_len(5) + A1[,1,i] = seq_len(p) + A1[,2,i] = seq_len(5) } - - #Generate X and Y - generateIOdef = generateIOdefault(n, p, m, k) - construct_LME = constructionModelesLassoMLE(params$phiInit,params$rhoInit,params$piInit,params$gamInit,mini,maxi,gamma,glambda,generateIOdef$X,generateIOdef$Y,seuil,tau,A1,A2) - phi = construct_LME$phi - rho = construct_LME$rho - pi = construct_LME$pi - lvraisemblance = construct_LME$lvraisemblance - + io = generateIOdefault(n, p, m, k) + + #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(lambda), paste(testFolder,"lambda",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.integer(c(n,p,m,k)), paste(testFolder,"dimensions",sep=""), + row.names=F, col.names=F) + + res = constructionModelesLassoMLE( + params$phiInit,params$rhoInit,params$piInit,params$gamInit, + mini,maxi,gamma,glambda,io$X,io$Y,seuil,tau,A1,A2) + #save output - write.table(paste(testFolder,"phi",sep=""), construct_LME$phi, sep=delimiter) - write.table(paste(testFolder,"rho",sep=""), construct_LME$rho, sep=delimiter) - write.table(paste(testFolder,"pi",sep=""), construct_LME$pi, sep=delimiter) - write.table(paste(testFolder,"lvraisemblance",sep=""), construct_LME$lvraisemblance, sep=delimiter) + 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) }