Still, they do complement each of the other feature groups.
since the Sent+Doc-level model performs almost as good as the full model, this subset may be a good substitute to the full model, since its features are easier to extract from large corpora, as they may be extracted in an on-line fashion, processing one document at a time (contrary to corpus-level features).