The point is that, most of the known Kanji characters are annotated to be notional words such as nouns.
cabocha, which takes words/characters and their POS tags as features for discriminative training using a SVM model (Kudo  and Matsumoto, 2002b), can still correctly tend to include these single-Kanji-character words into one chunk.