X-Git-Url: https://git.auder.net/?a=blobdiff_plain;f=reports%2Faccuracy.R;h=535f88f6299fa3f45d18685fac17b673d776b477;hb=01bd5c5b56b403b5487e232603643307d3821ed0;hp=2381524facb4aa021af0c9f178a23b529a9d2d95;hpb=9007ccc114c127211639e7c5b82495bc39803eb0;p=morpheus.git diff --git a/reports/accuracy.R b/reports/accuracy.R index 2381524..535f88f 100644 --- a/reports/accuracy.R +++ b/reports/accuracy.R @@ -1,8 +1,8 @@ -optimBeta <- function(N, n, K, p, beta, b, link, ncores) +optimBeta <- function(N, n, K, p, beta, b, link, weights, ncores) { library(morpheus) res <- multiRun( - list(n=n, p=p, beta=beta, b=b, optargs=list(K=K, link=link)), + list(n=n, p=p, beta=beta, b=b, optargs=list(K=K, link=link, weights=weights)), list( # morpheus function(fargs) { @@ -11,14 +11,12 @@ optimBeta <- function(N, n, K, p, beta, b, link, ncores) M <- computeMoments(fargs$X, fargs$Y) fargs$optargs$M <- M mu <- computeMu(fargs$X, fargs$Y, fargs$optargs) + op <- optimParams(K,fargs$optargs$link,fargs$optargs) + x_init <- list(p=rep(1/K,K-1), beta=mu, b=rep(0,K)) res2 <- NULL tryCatch({ - op <- optimParams(K,link,fargs$optargs) - x_init <- list(p=rep(1/K,K-1), beta=mu, b=rep(0,K)) - res2 <- do.call(rbind, op$run(x_init)) - }, error = function(e) { - res2 <- NA - }) + res2 <- do.call(rbind, op$run(x_init)) + }, error = function(e) {}) res2 } # , @@ -50,7 +48,6 @@ optimBeta <- function(N, n, K, p, beta, b, link, ncores) fargs$X = io$X fargs$Y = io$Y fargs$optargs$K = ncol(fargs$beta) - fargs$optargs$M = computeMoments(io$X,io$Y) fargs }, N=N, ncores=ncores, verbose=TRUE) p <- c(p, 1-sum(p)) @@ -71,6 +68,8 @@ N <- 10 d <- 2 n <- 1e4 ncores <- 1 +strw <- "1-1-1" +weights <- c(1,1,1) cmd_args <- commandArgs() for (arg in cmd_args) @@ -87,6 +86,9 @@ for (arg in cmd_args) d <- as.integer(spl[2]) } else if (spl[1] == "link") { link <- spl[2] + } else if (spl[1] == "weights") { + strw <- spl[2] + weights <- as.numeric(unlist(strsplit(spl[2], ","))) } } } @@ -113,8 +115,8 @@ if (d == 2) { beta <- matrix( c(1,2,-1,0,3,4,-1,-3,0,2,2,-3,0,1,0,-1,-4,3,2,0, -1,1,3,-1,0,0,2,0,1,-2,1,2,-1,0,3,4,-1,-3,0,2, 2,-3,0,1,0,-1,-4,3,2,0,1,1,2,2,-2,-2,3,1,0,0), ncol=K ) } -mr <- optimBeta(N, n, K, p, beta, b, link, ncores) -mr_params <- list("N"=N, "n"=n, "K"=K, "d"=d, "link"=link, - "p"=c(p,1-sum(p)), "beta"=beta, "b"=b) +mr <- optimBeta(N, n, K, p, beta, b, link, weights, ncores) +mr_params <- list("N"=N, "nc"=ncores, "n"=n, "K"=K, "d"=d, "link"=link, + "p"=c(p,1-sum(p)), "beta"=beta, "b"=b, "weights"=weights) -save("mr", "mr_params", file=paste("multirun_",n,"_",d,"_",link,".RData",sep="")) +save("mr", "mr_params", file=paste("res_",n,"_",d,"_",link,"_",strw,".RData",sep=""))