• McDonald: This method uses the pairwise compatibility function, but instead of calculating the mean of inter-cluster edges, it calculates the geometric mean of all pairs of edges in the potential new cluster.
to calculate the compatibility of records R i and R j , we construct a new record R ij that contains all fields of R i and R j , then calculate the geometric mean of all pairs of fields in R ij .