Hellinger affinity ($\int \sqrt{pq}d\mu$)

The Hellinger affinity of dominated probability measures is the integral of the geometric mean of their probability density functions. It lies in $[0,1]$ by Cauchy-Schwarz inequality. The unnormalized squared Hellinger distance is $2-2$ times this affinity; this identity makes the relation with relative entropy particularly simple.