X-Git-Url: https://git.auder.net/?a=blobdiff_plain;f=reports%2Faccuracy.R;h=ee08078b909fd8fc4e55fb19167eeb09338caa29;hb=f805b3d9618a27d7d48fa5fc8083bab3c1d6b7e2;hp=e9c9d1bfba892f2252eac1242d5fc0d08233e9da;hpb=b46623addc9e63019aa1df1dd2de800b48fdd609;p=morpheus.git diff --git a/reports/accuracy.R b/reports/accuracy.R index e9c9d1b..ee08078 100644 --- a/reports/accuracy.R +++ b/reports/accuracy.R @@ -1,24 +1,20 @@ -optimBeta <- function(N, n, K, p, beta, b, link, weights, ncores) +optimBeta <- function(N, n, K, p, beta, b, link, ncores) { library(morpheus) res <- multiRun( - list(n=n, p=p, beta=beta, b=b, optargs=list(K=K, link=link, weights=weights)), + list(n=n, p=p, beta=beta, b=b, K=K, link=link), list( # morpheus function(fargs) { library(morpheus) - K <- fargs$optargs$K - M <- computeMoments(fargs$X, fargs$Y) - fargs$optargs$M <- M - mu <- computeMu(fargs$X, fargs$Y, fargs$optargs) + K <- fargs$K + mu <- computeMu(fargs$X, fargs$Y, list(K=K)) + op <- optimParams(fargs$X, fargs$Y, K, fargs$link) + x_init <- list(p=rep(1/K,K-1), beta=mu, b=rep(0,K)) res2 <- NULL tryCatch({ - op <- optimParams(K,fargs$optargs$link,fargs$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 } # , @@ -26,7 +22,7 @@ optimBeta <- function(N, n, K, p, beta, b, link, weights, ncores) # function(fargs) { # library(flexmix) # source("../patch_Bettina/FLXMRglm.R") -# K <- fargs$optargs$K +# K <- fargs$K # dat <- as.data.frame( cbind(fargs$Y,fargs$X) ) # res2 <- NULL # tryCatch({ @@ -46,11 +42,9 @@ optimBeta <- function(N, n, K, p, beta, b, link, weights, ncores) ), prepareArgs = function(fargs, index) { library(morpheus) - io = generateSampleIO(fargs$n, fargs$p, fargs$beta, fargs$b, fargs$optargs$link) + io = generateSampleIO(fargs$n, fargs$p, fargs$beta, fargs$b, fargs$link) 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)) @@ -71,8 +65,6 @@ 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) @@ -89,9 +81,6 @@ 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], ","))) } } } @@ -118,8 +107,8 @@ 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, weights, ncores) -mr_params <- list("N"=N, "n"=n, "K"=K, "d"=d, "link"=link, - "p"=c(p,1-sum(p)), "beta"=beta, "b"=b, "weights"=weights) +mr <- optimBeta(N, n, K, p, beta, b, link, 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) -save("mr", "mr_params", file=paste("res_",n,"_",d,"_",link,"_",strw,".RData",sep="")) +save("mr", "mr_params", file=paste("res_",n,"_",d,"_",link,".RData",sep=""))