THE ENSEMBLE METHOD DEVELOPMENT OF CLASSIFICATION OF THE COMPUTER SYSTEM STATE BASED ON DECISIONS TREES

THE ENSEMBLE METHOD DEVELOPMENT OF CLASSIFICATION OF THE COMPUTER SYSTEM STATE BASED ON DECISIONS TREES

The subject of this article is exploration of methods for identifying the status of a computer system. The purpose of the article is development of a method for classifying a computer system anomalous state based on ensemble methods. Task: To investigate the usage of algorithms for building decision...

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Bibliographic Details
Main Authors: Svitlana Gavrylenko, Illia Sheverdin, Michael Kazarinov
Format: Article
Language:English
Published: National Technical University "Kharkiv Polytechnic Institute" 2020-10-01
Series:Сучасні інформаційні системи
Subjects:
computer system
decision trees
ensemble methods
boosting
bagging
operating system events
Online Access:http://ais.khpi.edu.ua/article/view/213258

Internet

http://ais.khpi.edu.ua/article/view/213258

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