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Аннотация Article is devoted to methodology of allocation of classes in space of continuous attributes at limited volume of precedents and to the results of the decision of classes allocation problem with aid of analytical representation of dependences received on the basis of a method of linear directions and agreeing functions (a method LD — AF). Usage of a method LD — AF is focused on knowledge of parameters of quality (characteristics) of object in central points of a grid of linear directions