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Bitter-RF: A random forest machine model for recognizing bitter peptides

IntroductionBitter peptides are short peptides with potential medical applications. The huge potential behind its bitter taste remains to be tapped. To better explore the value of bitter peptides in practice, we need a more effective classification method for identifying bitter peptides.MethodsIn th...

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Principais autores: Yu-Fei Zhang, Yu-Hao Wang, Zhi-Feng Gu, Xian-Run Pan, Jian Li, Hui Ding, Yang Zhang, Ke-Jun Deng
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2023-01-01
Serier:Frontiers in Medicine
Fag:
bitter peptide
sequence information
random forest
feature fusion
classification method
Online adgang:https://www.frontiersin.org/articles/10.3389/fmed.2023.1052923/full
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