4 Applying the confidence interval concept to evaluating candidates for the back-off PP-attachment model, we define a function f conf that scores a candidate by taking the average of the lengths of the confidence interval of each back-off level.
is the probability that model C will attach u to noun at back-off level l, and n l (u, C) is the number of training examples upon which this classification is based.