When a data set contains NAs, the user is forced to specify the treatment option when constructing the challenge object. In the generated report, it says there are 0 missing values (probably because they are replaced/removed). This is kind of misleading. The initial number of NAs and the treatment strategy should be stated for clarity.
Also the treatment option should not be forced when constructing the challenge object, if the ranking method rank-then-aggregate is used.