Given the features of two records/entities, the job of stochastic record linkage is to give a measure of the closeness of the two entities. The final job is to find if the two records refer to the same entity. This can be accomplished by building a threshold-based classifier based on the weights.

We will show how to leverage two methods, emWeights and epiWeights, implemented in the RecordLinkage package.