I've noticed that setting foreach=TRUE
in nearZeroVar returns a different vector of integers (always seems to be 1) than foreach=FALSE
. The metrics returned by saveMetrics=TRUE
do not differ. Any suggestions on what I might be missing?
frame = data.frame(seq(1:100),seq(1:100),c(rep(0,99),1))
frame = cbind(frame,frame)
names(frame) = c("a","b","c","d","e","f")
nearZeroVar(frame,allowParallel=TRUE,foreach=TRUE,saveMetrics=TRUE)
freqRatio percentUnique zeroVar nzv
a 1 100 FALSE FALSE
b 1 100 FALSE FALSE
c 99 2 FALSE TRUE
d 1 100 FALSE FALSE
e 1 100 FALSE FALSE
f 99 2 FALSE TRUE
nearZeroVar(frame,allowParallel=TRUE,foreach=FALSE,saveMetrics=TRUE)
freqRatio percentUnique zeroVar nzv
a 1 100 FALSE FALSE
b 1 100 FALSE FALSE
c 99 2 FALSE TRUE
d 1 100 FALSE FALSE
e 1 100 FALSE FALSE
f 99 2 FALSE TRUE
nearZeroVar(frame,allowParallel=TRUE,foreach=TRUE)
[1] 1 1
nearZeroVar(frame,allowParallel=TRUE,foreach=FALSE)
[1] 3 6