Bayes regularization in the selection of weight coefficients in the predictor ensembles

The supervised learning problem is discussed in the article: it is necessary to restore the dependence that maps a vector set into a scalar based on a finite set of examples of such a mapping - a training sample. This problem belongs to the class of inverse problems, and, like most inverse problems,...

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Bibliographic Details
Main Author: Anton Sergeevich Nuzhny
Format: Article
Language:English
Published: Ivannikov Institute for System Programming of the Russian Academy of Sciences 2019-10-01
Series:Труды Института системного программирования РАН
Subjects:
Online Access:https://ispranproceedings.elpub.ru/jour/article/view/1197