It is considering a problem of selection a new feature space in recognition problems with teacher. For formation the space uses division the set of initial features into previously unknown number of disjoint groups. Extremum of the criterion of grouping is calculated by the stability values of each object in its class on the set of features in the group. Displaying such a set to the numerical axis represents the values of the latent feature in the description of admissible objects. it is proved that the offered method of grouping  forms a monotone sequence of latent features ordered in the relation of informativeness. Transition into the new space of the latent features allows significantly expand opportunities to find a hidden regularities from the databases.

stability of objects, latent features, clustering, generalized estimation, hidden regularities.

Ignatev N.A. Intellectual analysis of data, classification of nepara ¬metric methods and separation of selected object surfaces. - Tashkent: National University of Uzbekistan. Mirzo Ulugbeka, 2009. – 120 p

Duke W.A. Methodology poiska logicheskikh zakonomernostey v predmetnoy oblasti s nechetkoy sistemologieyy : Na primere kliniko-experimentalnyx issledovaniy : dissertation ... doktor tekhnicheskikh nauk : 05.13.01.- Sankt-Peterburg, 2005.- 309 p.: il. RGB OD, 71 06-5/46.

Kolesnikova S.I. Metody analiza informativnosti raznotipnyx priznakov.- Tomsk: Vestnik Tomskogo gosudarstvennogo universiteta, №1(6), 2009.- P.69-80.

Ignatev N.A., Nurjanov Sh.Yu. _ Vybor parametro regularizatsii dlya povyshenia obobshchayushchey obobshchayushchey fonctionnosti discriminantnyx funktsiy // Uzbekiston Republic Weapon Powers of the academy messages . 2014. No. 1 (14). C. 81–87.

Ayvazyan S.A., Bukhshtaber V.M., Enyukov I.S., Meshalkin L.D. Practical statistics. - M.: Finance and statistics, 1989. - 608 p.

Duda R., Hart P. Recognition of images and analysis scene. - M.: Mir , 1976. - 512 p.

Eshmuratov Sh.A. Prozrachnost prinyatia reshenia pri sinteze iskusstvennyx neuronnyx setae s minimum configuration: Dis . ... candy. tech science - Tashkent, 2008, 120 p