On Decompositions of Decision Function Quality Measure

A comparative analysis of two approaches to the decomposition of quality criterion of decision functions is carried out. The first approach is the bias-variance decomposition. This is the most well-known decomposition that is used in analyzing the quality of decision function construction methods,...

Full description

Bibliographic Details
Main Author: V.M. Nedel’ko
Format: Article
Language:English
Published: Irkutsk State University 2020-09-01
Series:Известия Иркутского государственного университета: Серия "Математика"
Subjects:
Online Access:http://mathizv.isu.ru/en/article/file?id=1353