The impact of transitive annotation on the training of taxonomic classifiers

IntroductionA common task in the analysis of microbial communities involves assigning taxonomic labels to the sequences derived from organisms found in the communities. Frequently, such labels are assigned using machine learning algorithms that are trained to recognize individual taxonomic groups ba...

Full description

Bibliographic Details
Main Authors: Harihara Subrahmaniam Muralidharan, Noam Y. Fox, Mihai Pop
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2023.1240957/full