T4SE-XGB: Interpretable Sequence-Based Prediction of Type IV Secreted Effectors Using eXtreme Gradient Boosting Algorithm

Type IV secreted effectors (T4SEs) can be translocated into the cytosol of host cells via type IV secretion system (T4SS) and cause diseases. However, experimental approaches to identify T4SEs are time- and resource-consuming, and the existing computational tools based on machine learning techniques...

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Detalles Bibliográficos
Publicado en:Front Microbiol
Main Authors: Chen, Tianhang, Wang, Xiangeng, Chu, Yanyi, Wang, Yanjing, Jiang, Mingming, Wei, Dong-Qing, Xiong, Yi
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2020
Assuntos:
Microbiology
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7541839/
https://ncbi.nlm.nih.gov/pubmed/33072049
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmicb.2020.580382
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