RUS  ENG
Full version
JOURNALS // Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki // Archive

Zh. Vychisl. Mat. Mat. Fiz., 2005 Volume 45, Number 2, Pages 354–356 (Mi zvmmf712)

Stability of a correct algorithm in the polynomial closure of the family of binary classification algorithms

E. A. Lutsenko

Moscow State Pedagogical University

Abstract: The problem of the recovery of a partially defined predicate on a metric compact of special form is considered. In a certain family of algorithms (for example, algorithms for computing estimates), an algorithm of the predicate evaluation is constructed, and its stability on the set of the recovery problems in a neighborhood of the given problem is proved. The lower bound for the stability radius of the algorithm constructed is computed.

Key words: correct binary classification algorithm, polynomial closure of algorithms.

UDC: 519.714

Received: 03.02.2004
Revised: 14.08.2004


 English version:
Computational Mathematics and Mathematical Physics, 2005, 45:2, 338–340

Bibliographic databases:


© Steklov Math. Inst. of RAS, 2025