return full list of variables in xgb*$varImp #569
Merged
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xgb.importance returns only features which are used at least once in the classifier. While usually not a problem, missing features in the importance data frame lead to an error in rfe when using caretFuncs with xgbTree as classifier. This patch adds the missing features to the importance output.