Bhattacharya Distance

• In statistics, the Bhattacharyya distance measures the similarity of two Distributions. It is normally used to measure the separability of classes in classification.
• $D_B(p,q)=-ln(BC(p,q))$
• $BC(p,q)={\Sigma }_{x\in X}\sqrt{p(x)q(x)}$