From: Benjamin Auder <benjamin.auder@somewhere>
Date: Fri, 20 Dec 2019 16:34:09 +0000 (+0100)
Subject: Fix multistart script
X-Git-Url: https://git.auder.net/?p=morpheus.git;a=commitdiff_plain;h=0e0fa9ff2da60928a4b15a3c9e712abcbeb0ce02

Fix multistart script
---

diff --git a/reports/accuracy.R b/reports/accuracy.R
index 96f3a4a..24191d8 100644
--- a/reports/accuracy.R
+++ b/reports/accuracy.R
@@ -29,12 +29,12 @@ optimBeta <- function(N, n, p, beta, b, link, ncores)
         tryCatch({
           fm <- flexmix( cbind(V1, 1-V1) ~ .-V1, data=dat, k=K,
             model = FLXMRglm(family = binomial(link = link)) )
-          p <- mean(fm@posterior[["scaled"]][,1])
+          pf <- mean(fm@posterior[["scaled"]][,1])
           out <- refit(fm)
           beta_b <- sapply( seq_len(K), function(i) {
             as.double( out@components[[1]][[i]][,1] )
           } )
-          res2 <- rbind(p, beta_b[2:nrow(beta_b),], beta_b[1,])
+          res2 <- rbind(pf, beta_b[2:nrow(beta_b),], beta_b[1,])
         }, error = function(e) {
           res2 <- NA
         })
diff --git a/reports/multistart.R b/reports/multistart.R
index 7cc0a5e..28d471f 100644
--- a/reports/multistart.R
+++ b/reports/multistart.R
@@ -45,8 +45,7 @@ testMultistart <- function(N, n, p, beta, b, link, nstart, ncores)
             }
           }
         }
-        # Bet that at least one run succeded:
-        do.call(rbind,best_par)
+        do.call(rbind,best_par) #return NULL on empty list
       }
     ),
     prepareArgs = function(fargs, index) {
@@ -59,8 +58,15 @@ testMultistart <- function(N, n, p, beta, b, link, nstart, ncores)
       fargs$Y <- io$Y
 			fargs
     }, N=N, ncores=ncores, verbose=TRUE)
-  for (i in 1:2)
+  p <- c(p, 1-sum(p))
+  for (i in 1:length(res)) {
+    for (j in N:1) {
+      if (is.null(res[[i]][[j]]) || is.na(res[[i]][[j]]))
+        res[[i]][[j]] <- NULL
+    }
+    print(paste("Count valid runs for ",i," = ",length(res[[i]]),sep=""))
     res[[i]] <- alignMatrices(res[[i]], ref=rbind(p,beta,b), ls_mode="exact")
+  }
   res
 }