Wong and Dras (2009) investigated particular types of syntactic error: subject-verb disagreement, noun-number disagreement, and determiner problems, relating the appearance of these errors to the features of relevant L1s.
they reported that these features do not help with classification, and they also note that character n-grams, though effective on their own, are not particularly useful in combination with other features.