Machine Learning-Based Boosted Regression Ensemble Combined with Hyperparameter Tuning for Optimal Adaptive Learning.

Isabona, Joseph; Imoize, Agbotiname Lucky; Kim, Yongsung

Isabona, Joseph; Imoize, Agbotiname Lucky; Kim, Yongsung.

Affiliation

Isabona J; Department of Physics, Federal University Lokoja, P.M.B 1154, Lokoja 260101, Nigeria.
Imoize AL; Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Lagos, Akoka, Lagos 100213, Nigeria.
Kim Y; Department of Electrical Engineering and Information Technology, Institute of Digital Communication, Ruhr University, 44801 Bochum, Germany.

Sensors (Basel) ; 22(10)2022 May 16.

Article in En | MEDLINE | ID: mdl-35632184

Subject(s)

Artificial Intelligence; Machine Learning; Algorithms; Bayes Theorem; Least-Squares Analysis

Key words

5G performance measurement; adaptive learning; hyperparameter tuning; least-squares boosting; machine learning; optimization; random forest; throughput data

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Artificial Intelligence / Machine Learning Type of study: Prognostic_studies Language: En Journal: Sensors (Basel) Year: 2022 Type: Article Affiliation country: Nigeria

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