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Dive into Machine Learning Algorithms for Influenza Virus Host Prediction with Hemagglutinin Sequences. (arXiv:2207.13842v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Influenza viruses mutate rapidly and can pose a threat to public health,
especially to those in vulnerable groups. Throughout history, influenza A
viruses have caused pandemics between different species. It is important to
identify the origin of a virus in order to prevent the spread of an outbreak.
Recently, there has been increasing interest in using machine learning
algorithms to provide fast and accurate predictions for viral sequences. In
this study, real testing data sets and a variety of evaluation …
algorithms arxiv influenza learning lg machine machine learning machine learning algorithms prediction virus