The distributions calculated were simply the empirical distributions from the training data.
occurrences of each role and each set of conditioning events were counted in a table, and probabilities calculated by dividing the counts for each role by the total number Table 4 Sample probabilities for P(r | pt, gov, t) calculated from training data for the verb abduct.