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 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...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English English English |
| Published: |
John Wiley and Sons Ltd
2018
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/59136/ http://irep.iium.edu.my/59136/ http://irep.iium.edu.my/59136/ 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 |
Internet
http://irep.iium.edu.my/59136/http://irep.iium.edu.my/59136/
http://irep.iium.edu.my/59136/
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