I would like to get some help to merge my list of data.frame
's to one big data.frame
.
I use a function to split the my dataset into k-folds, then I want to get all of these subsets combined to one big data.frame
I use this function to split the data into different sets and then put them in the list:
#Function for splitting the data in to k-folds
split=function(data, k=5, random=TRUE){
#Check if the data should be randomized
if(random==TRUE){
#randomize the data
data=data[sample(nrow(data)),]
}
#Initial variables
returnList=list()
n=nrow(data)
folds=cut(1:n, breaks = k, labels = FALSE)
uniqueValues=unique(folds)
for (i in uniqueValues) {
dataIndex=which(folds==i, arr.ind = FALSE)
returnList[[i]]=data[dataIndex,]
}
return(returnList)
}
For simplicity I will use this on the swiss
data set which is available in base r
.
data=swiss
splitData=split(data = data)
I now, want to iterate over the list and make a big data.frame
that contain all the subsets but 1. This is the part that I need help with.
for (i in 1:length(splitData)) {
trainData=as.data.frame(splitData[-i])
testData=as.data.frame(splitData[i])
}