For writing samples dataset, syntactic features are found to be the most successful in classification whereas for the less structured Twitter dataset, a combination of features performed the best.
negative sentiment could also be prominent in other psychiatric diseases such as post-traumatic stress disorder (PTSD) , as such, by itself, it may not be a discriminatory feature for schizophrenia patients.