Elastic Net Regression and Empirical Mode Decomposition for Enhancing the Accuracy of the Model Selection

Elastic net (ELNET) regression is a hybrid statistical technique used for regularizing and selecting necessary predictor variables that have a strong effect on the response variable and deal with multicollinearity problem when it exists between the predictor variables. The empirical mode decompositi...

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Bibliographic Details
Main Authors: Abdullah S. Al-Jawarneh, Mohd. Tahir Ismail, Ahmad M. Awajan
Format: Article
Language:English
Published: International Journal of Mathematical, Engineering and Management Sciences 2021-04-01
Series:International Journal of Mathematical, Engineering and Management Sciences
Subjects:
Online Access:https://www.ijmems.in/volumes/volume6/number2/34-IJMEMS-20-105-6-2-564-583-2021.pdf