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fixing tree bugs

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Hollos Roland 2021-06-28 13:27:49 +02:00
parent 97c1db50be
commit c257e965bd
1 changed files with 11 additions and 8 deletions
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19
RBBGCMuso/R/multiSite.R
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@ -217,20 +217,23 @@ multiSiteCalib <- function(measurements,
write.csv(results,"result.csv")
calibrationPar <- future::value(fut[[1]], stdout = FALSE, signal=FALSE)[["calibrationPar"]]
notForTree <- c(seq(from = (length(calibrationPar)+1), length.out=3))
notForTree <- c(notForTree,which(sapply(seq_along(results),function(i){sd(results[,i])==0})))
# notForTree <- numeric(0)
notForTree <- c(notForTree,which(sapply(seq_along(calibrationPar),function(i){sd(results[,i])==0})))
treeData <- results[,-notForTree]
treeData$failType <- as.factor(treeData$failType)
rp <- rpart(failType ~ .,data=treeData,control=treeControl)
svg("treeplot.svg")
rpart.plot(rp)
dev.off()
treeData["failType"] <- as.factor(results$failType)
if(ncol(treeData) > 4){
rp <- rpart(failType ~ .,data=treeData,control=treeControl)
svg("treeplot.svg")
rpart.plot(rp)
dev.off()
}
origModOut <- future::value(fut[[1]], stdout = FALSE, signal=FALSE)[["origModOut"]]
# Just single objective version TODO:Multiobjective
results <- results[results[,"Const"] == 1,]
if(nrow(results)==0){
stop("No simulation suitable for constraints\n Please see treeplot.png for explanation")
stop("No simulation suitable for constraints\n Please see treeplot.png for explanation, if you have more than four parameters.")
}
bestCase <- which.max(results[,ncol(results)-2])
bestCase <- which.max(results[,ncol(results)-3])
parameters <- results[bestCase,1:(ncol(results)-4)] # the last two column is the (log) likelihood and the rmse
#TODO: Have to put that before multiSiteThread, we should not have to calculate it at every iterations