*) TAKE NOTE THAT THE OLD ALGORITHM CALLED DISTANCE GEOMETRY EXISTS. IT CAN BE EMPLOYED TO ANY DIMENSIONAL DATA. HERE YOU FIND A SVD BASED ANALOG OF THAT OLD METHOD
*) TAKE NOTE THAT THE OLD ALGORITHM CALLED DISTANCE GEOMETRY EXISTS. IT CAN BE EMPLOYED TO ANY DIMENSIONAL DATA. HERE YOU FIND A SVD BASED ANALOG OF THAT OLD METHOD.
*) PDIST REALLY LIKES TO COMPUTE SQUARE ROOT OF THINGS SO WE SQUARE THE RESULT IF IT IS NOT SQUARED.