The probabilities P(c|v) and P(c) were estimated from the corpus data as follows: where f (v, c) is the number of times the predicate v co-occurs with the argument class c in the relation R, and f (c) is the number of times the argument class occurs in the relation R regardless of the identity of the predicate.
for each verb, its SPS can be calculated for specific grammatical relations.