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

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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Bibliographic Details
Main Authors: Yu-Fei Zhang, Yu-Hao Wang, Zhi-Feng Gu, Xian-Run Pan, Jian Li, Hui Ding, Yang Zhang, Ke-Jun Deng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Medicine
Subjects:
bitter peptide
sequence information
random forest
feature fusion
classification method
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1052923/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1052923/full

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