The method of the pattern number reduction in the classification model based on the clustering procedure application to training sample objects is considered in the article.
k-average algorithm, centroid, pattern
1. Model' logicheskogo analiza dlya resheniya zadachi prognozirovaniya infarkta miokarda/ S.E. Golovenkin, T.K. Gulakova, R.I. Kuz'mich [i dr.] // Vestn. SibGAU. - 2010. - Vyp. 4. - S. 68-73.
2. Prikladnaya statistika: klassifikaciya i snizhenie razmernosti / S.A. Ayvazyan, V.M. Buhshtaber, I.S. Enyukov [i dr.]. - M.: Finansy i statistika, 1989.
3. Oslozhneniya infarkta miokarda: baza dannyh dlya aprobacii sistem raspoznavaniya i prognoza / S.E. Golovenkin, A.N. Gorban', V.A. Shul'man [i dr.]. - Krasnoyarsk, 1997.
4. Weka the University of Waikato [Elektronnyy resurs.] - Rezhim dostupa: http://www.cs.waikato.ac.nz/~ml/weka/index.html, svobodnyy. - Zagl. s ekrana.