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Machine Learning in Microbial Forensics

About Machine Learning in Microbial Forensics

Microbial ecosystems are complex, with hundreds of members interacting with each other and the environment. The intricate and hidden behaviors underlying these interactions make research questions challenging - but can be better understood through machine learning. However, most machine learning that is used in microbiome work is a black box form of investigation, where accurate predictions can be made, but the inner logic behind what is driving prediction is hidden behind nontransparent layers of complexity

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  • Language:
  • English
  • ISBN:
  • 9780224176064
  • Binding:
  • Paperback
  • Pages:
  • 146
  • Published:
  • April 18, 2023
  • Dimensions:
  • 152x8x229 mm.
  • Weight:
  • 223 g.
Delivery: 1-2 weeks
Expected delivery: December 8, 2024

Description of Machine Learning in Microbial Forensics

Microbial ecosystems are complex, with hundreds of members interacting with each other and the environment. The intricate and hidden behaviors underlying these interactions make research questions challenging - but can be better understood through machine learning. However, most machine learning that is used in microbiome work is a black box form of investigation, where accurate predictions can be made, but the inner logic behind what is driving prediction is hidden behind nontransparent layers of complexity

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