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 a vegetable and which has been used as a folk remedy for several diseases. Herein, two regression models (partial least squares, PLS; and random forest, RF) in a metabolomics approach were compared and applied to the evaluation of the relationship...

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Bibliographic Details
Main Authors:	Lee, Soo Yee, Mediani, Ahmed, Maulidiani, Maulidiani, Khatib, Alfi, Ismail, Intan Safinar, Zawawi, Norhasnida, Abas, Faridah
Format:	Article
Language:	English
Published:	John Wiley & Sons 2018
Online Access:	http://psasir.upm.edu.my/id/eprint/72072/ http://psasir.upm.edu.my/id/eprint/72072/1/Comparison%20of%20partial%20least%20squares%20and%20random%20forests%20for%20evaluating%20relationship%20between%20phenolics%20and%20bioactivities%20of%20Neptunia%20oleracea.pdf

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