17. The categorization method as set forth in claim 16 , wherein the rescaling receives as inputs at least class probabilities for the objects of the second set of objects generated employing the classifier trained on the first set of objects.
17. The categorization method as set forth in claim 16 , wherein the rescaling receives as inputs at least class probabilities for the objects of the second set of objects generated employing the classifier trained on the first set of objects. 18. The categorization method as set forth in claim 17 , wherein the rescaling receives as further inputs confidence measures respective to the class probabilities for the objects of the second set of objects, said confidence measures including at least one of (i) outlier measures and (ii) ambiguity measures.