An effect of a class collectively having a more heterogeneous linguistic behavior is that the evidence regarding each of its marks will typically be more disperse and, as a result, often not strong enough to be considered by classifiers, which explains the improvement introduced by unmarked contexts.
classes like HUM are composed of nouns that generally occur in a common set of prototypical contexts of that class.