What is the standard method of coping with NA values in a double type variable machine learning problem where imputation is not appropriate?

I'm increasingly running across the case in machine learning problems where I have a double-type, continuous variable column with some NAs which should not be imputed by kNN or median type methods...

24 May 2018 4,080 3 View