A Framework for Effective Application of Machine Learning to Microbiome-Based Classification Problems
Diagnosing diseases using machine learning (ML) is rapidly being adopted in microbiome studies. However, the estimated performance associated with these models is likely overoptimistic. Moreover, there is a trend toward using black box models without a discussion of the difficulty of interpreting su...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
American Society for Microbiology
2020-06-01
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| Series: | mBio |
| Subjects: | |
| Online Access: | https://doi.org/10.1128/mBio.00434-20 |