singular determiners), each unit feature f s for target noun w is translated into 3 separate feature values: where freq( * ) is the frequency of all words in the corpus.
for each unit feature we capture the relative corpus frequency, frequency relative to the target word frequency, and frequency relative to other features in the same feature cluster.