1. A detection compensation system, the system comprising: a compensation module: that compensates for untreated distortions propagating through the detection compensation system; a user model pool that comprises of a plurality of model sets; a model selector that selects at least one model set from plurality of model sets in the user model pool wherein compensation is accomplished by producing scores distributed according to a prescribed distribution for the at least one model set and mitigating the adverse effects of the scores being distorted and deviating from a preset operating bound.