Comparison of partial least squares and random forests for evaluating relationship between phenolics and bioactivities of Neptunia oleracea

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Comparison of partial least squares and random forests for evaluating relationship between phenolics and bioactivities of Neptunia oleracea

BACKGROUND: Neptunia oleracea is a plant consumed as vegetable and used as folk remedy for several diseases. Herein, two regression models (partial least square, PLS and random forest, RF) in metabolomics approach were compared and applied for the evaluation of relationship between phenolics and...

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Bibliographic Details
Main Authors:	Soo, Yee Lee, Mediani, Ahmed, Maulidiani, M., Khatib, Alfi, Ismail, Intan Safinar, Zawawi, Norhasnida, Abas, Faridah
Format:	Article
Language:	English English English
Published:	John Wiley and Sons Ltd 2018
Subjects:	RS403 Materia Medica-Pharmaceutical Chemistry
Online Access:	http://irep.iium.edu.my/59136/ http://irep.iium.edu.my/59136/1/59136_Comparison%20of%20partial%20least%20squares%20and%20random.pdf http://irep.iium.edu.my/59136/2/59136_Comparison%20of%20partial%20least%20squares%20and%20random_SCOPUS.pdf http://irep.iium.edu.my/59136/13/59136_Comparison%20of%20partial%20least%20squares%20and%20random_WoS.pdf

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