Identifying key soil characteristics for Francisella tularensis classification with optimized Machine learning models

Abstract Francisella tularensis (Ft) poses a significant threat to both animal and human populations, given its potential as a bioweapon. Current research on the classification of this pathogen and its relationship with soil physical–chemical characteristics often relies on traditional statistical m...

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Bibliographic Details
Main Authors: Fareed Ahmad, Kashif Javed, Ahsen Tahir, Muhammad Usman Ghani Khan, Mateen Abbas, Masood Rabbani, Muhammad Zubair Shabbir
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51502-z