Pearson Distance is not a Distance

Victor Solo

The Pearson distance between a pair of random variables $X,Y$ with correlation ${\rho }_{xy}$, namely, 1-${\rho }_{xy}$, has gained widespread use, particularly for clustering, in areas such a…