The Effect of Hyperparameter Optimization on the Estimation of Performance Metrics in Network Traffic Prediction using the Gradient Boosting Machine Model

The Effect of Hyperparameter Optimization on the Estimation of Performance Metrics in Network Traffic Prediction using the Gradient Boosting Machine Model

Information and Communication Technology (ICT) has changed the way we communicate and access information, resulting in the high generation of heterogeneous data. The amount of network traffic generated constantly increases in velocity, veracity, and volume as we enter the era of big data. Network tr...

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Bibliographic Details
Main Authors: Machoke Mwita, Jimmy Mbelwa, Johnson Agbinya, Anael Elikana Sam
Format: Article
Language:English
Published: D. G. Pylarinos 2023-06-01
Series:Engineering, Technology & Applied Science Research
Subjects:
network traffic
machine learning
big data
data loggers
feature selection
gradient boosting machine prediction
Online Access:https://etasr.com/index.php/ETASR/article/view/5548

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https://etasr.com/index.php/ETASR/article/view/5548

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