There are some other ways an rf can be made to handle missing values including splitting the values onto a third branch at each node (which can be useful if the

There are some other ways an rf can be made to handle missing values including splitting the values onto a third branch at each node (which can be useful if the fact the value is missing may be informative), just leaving the missing values out at each split and applying a bias correction (as was common with pre rf decision trees), or doing a local imputation within the in branch cases at each node.