See (Eger et al., 2015) who evaluate an approach to incorporating lexical knowledge into taggers without native lexicon  In order to get more insights into tagging accuracy, we investigated the contingency of feature selection and PoS tagging, which may hint at the features' impact on predicting PoS.
we calculated the χ 2 coefficient of representational features on the one hand and parts of speech on the other.