Feature Selection Method Based on Partial Least Squares and Analysis of Traditional Chinese Medicine Data

The partial least squares method has many advantages in multivariable linear regression, but it does not include the function of feature selection. This method cannot screen for the best feature subset (referred to in this study as the “Gold Standard”) or optimize the model, although contrarily usin...

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Veröffentlicht in:Comput Math Methods Med
Hauptverfasser: Huang, Canyi, Du, Jianqiang, Nie, Bin, Yu, Riyue, Xiong, Wangping, Zeng, Qingxia
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi 2019
Schlagworte:
Research Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6636449/
https://ncbi.nlm.nih.gov/pubmed/31354860
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2019/9580126
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