metric puF and trControl
cafernandezlo opened this issue · 2 comments
Following the vignette example, I found a issue adding the trainControl option of the Caret package.
tr.control <-trainControl(method="repeatedCV",number=10,repeats=5)
ocsvm.fit <- trainOcc(x=tr.x, y=tr.y, method="ocsvm", tuneGrid=tuneGrid, index=tr.index,trControl = tr.control)
Warning message: Te metric puF was not in the result set. Accuracy will be used instead.
Please read the help of the trainOcc function carefully. Particularly, about the argument trControl and what you need to consider when you use it (see also the hints in the Details and the Examples of the function documentation).
In your code example, if you already created the resampling indices tr.index that you give to the argument index of trainOcc correctly (index <- createMultiFolds(y, k=10, times=5)) then you do not need to additionally do the same thing via trControl.
When you read the help but things remain unclear, please let me know an I will try to improve it.
I am closing the issue due to missing feedback. Feel free to reopen it...