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99b372ae BA |
1 | generateRunSaveTest_EMGLLF = function(n=200, p=15, m=10, k=3, mini=5, maxi=10, |
2 | gamma=1., lambda=0.5, tau=1e-6) | |
3 | { | |
4 | testFolder = "data/" | |
5 | dir.create(testFolder, showWarnings=FALSE, mode="0755") | |
6 | delimiter = " " | |
7 | ||
8 | #save inputs | |
9ade3f1b BA |
9 | require(valse) |
10 | params = valse:::basic_Init_Parameters(n, p, m, k) | |
99b372ae BA |
11 | io = generateIOdefault(n, p, m, k) |
12 | write.table(paste(testFolder,"phiInit",sep=""), params$phiInit, sep=delimiter); | |
13 | write.table(paste(testFolder,"rhoInit",sep=""), params$rhoInit, sep=delimiter); | |
14 | write.table(paste(testFolder,"piInit",sep=""), params$piInit, sep=delimiter); | |
15 | write.table(paste(testFolder,"gamInit",sep=""), params$gamInit, sep=delimiter); | |
16 | write.table(paste(testFolder,"mini",sep=""), mini, sep=delimiter); | |
17 | write.table(paste(testFolder,"maxi",sep=""), maxi, sep=delimiter); | |
18 | write.table(paste(testFolder,"gamma",sep=""), gamma, sep=delimiter); | |
19 | write.table(paste(testFolder,"lambda",sep=""), lambda, sep=delimiter); | |
20 | write.table(paste(testFolder,"X",sep=""), io$X, sep=delimiter); | |
21 | write.table(paste(testFolder,"Y",sep=""), io$Y, sep=delimiter); | |
22 | write.table(paste(testFolder,"tau",sep=""), tau, sep=delimiter); | |
23 | write.table(paste(testFolder,"dimensions",sep=""), c(n,p,m,k), sep=delimiter); | |
24 | ||
25 | res = EMGLLF(params$phiInit,params$rhoInit,params$piInit,params$gamInit,mini,maxi, | |
26 | gamma,lambda,io$X,io$Y,tau); | |
27 | ||
28 | #save outputs | |
29 | write.table(paste(testFolder,"phi",sep=""), res$phi, sep=delimiter); | |
30 | write.table(paste(testFolder,"rho",sep=""), res$rho, sep=delimiter); | |
31 | write.table(paste(testFolder,"pi",sep=""), res$pi, sep=delimiter); | |
32 | write.table(paste(testFolder,"LLF",sep=""), res$LLF, sep=delimiter); | |
33 | write.table(paste(testFolder,"S",sep=""), res$S, sep=delimiter); | |
34 | } |