A common way of expressing expected profit is to factor out the probabilities of seeing each class, often referred to as the class priors. The class priors, p(p) and p(n), specify the likelihood of seeing positive and negative instances, respectively. Factoring these out allows us to separate the influence of class imbalance from the fundamental predictive power of the model,
