Enhancing LAN Failure Predictions with Decision Trees and SVMs: Methodology and Implementation

Enhancing LAN Failure Predictions with Decision Trees and SVMs: Methodology and Implementation

Predicting Local Area Network (LAN) equipment failure is of utmost importance to ensure the uninterrupted operation of modern communication networks. This study explores the use of machine learning algorithms to enhance the accuracy of equipment failure prediction in LAN environments. Using these al...

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Bibliographic Details
Main Authors: Leila Rzayeva, Ali Myrzatay, Gulnara Abitova, Assiya Sarinova, Korlan Kulniyazova, Bilal Saoud, Ibraheem Shayea
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Electronics
Subjects:
machine learning methods
random forest
decision tree
SVM
SVC
LAN
Online Access:https://www.mdpi.com/2079-9292/12/18/3950

Internet

https://www.mdpi.com/2079-9292/12/18/3950

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