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

• 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/59136/1/59136_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; http://irep.iium.edu.my/59136/; https://onlinelibrary.wiley.com/doi/epdf/10.1002/jsfa.8462

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...