Many times, a document is found to be unreadable due to unusual linguistic constructs or ungram-matical language that tend to manifest themselves in the syntactic properties of the text.
used stratified 13-fold cross-validation in which the documents from various genres in each fold was distributed in roughly the same proportion as in the overall dataset.