The result is an optimal assemblage of a given set of geological classes into two sub-classes, “Rn prone geologies” (RPG) and “non-RPG”. Optimality is to be understood as optimizing a defined loss
function or “score” inROCspace. The approach is of “non-parametric”, classification type, as opposed to the “parametric” one in