Maximum Likelihood Estimation of Agreement in the Constant Predictive Probability Model, and Its Relation to Cohen's Kappa

The alpha agreement parameter is defined as the proportion of a population of items that are classified identically "for cause" by two classifiers, the remaining items being classified at random. The parameters of the corresponding constant predictive probability model are shown to be estimable b…