Comparison of partial least squares and random forests for evaluating relationship between phenolics and bioactivities of Neptunia oleracea.
Soo Yee LeeAhmed MedianiMaulidiani MaulidianiAlfi KhatibIntan Safinar IsmailNorhasnida ZawawiFaridah AbasPublished in: Journal of the science of food and agriculture (2017)
Both PLS and RF are useful regression models in metabolomics studies. This work provides insight into the performance of different multivariate data analysis tools and the effects of different extraction conditions on the extraction of desired phenolics from plants. © 2017 Society of Chemical Industry.