Since the MCS showed low precision for the Tneg category in the previous experiment (Table 2), it is potentially introducing too much noise that the SVM is not able to linearly separate.
unfortunately, adjectives and adverbs are not arranged in a hierarchy, and terms with different part of speech (POS) tags cannot be mapped to the same hierarchy.