Orthogonal projection to latent structures and first derivative for manipulation of PLSR and SVR chemometric models' prediction: A case study

Novel manipulations of the well-established multivariate calibration models namely; partial least square regression (PLSR) and support vector regression (SVR) are introduced in the presented comparative study. Two preprocessing methods comprising first derivatization and orthogonal projection to lat...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Abdallah, Fatma F., Darwish, Hany W., Darwish, Ibrahim A., Naguib, Ibrahim A.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2019
Pynciau:
Research Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6760832/
https://ncbi.nlm.nih.gov/pubmed/31553757
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0222197
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg