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

• 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/72072/1/Comparison%20of%20partial%20least%20squares%20and%20random%20forests%20for%20evaluating%20relationship%20between%20phenolics%20and%20bioactivities%20of%20Neptunia%20oleracea.pdf; http://psasir.upm.edu.my/id/eprint/72072/; https://onlinelibrary.wiley.com/doi/full/10.1002/jsfa.8462

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...