ulrb
Unsupervised Learning Based Definition of Microbial Rare Biosphere
A tool to define rare biosphere. 'ulrb' solves the problem of the definition of rarity by replacing arbitrary thresholds with an unsupervised machine learning algorithm (partitioning around medoids, or k-medoids). This algorithm works for any type of microbiome data, provided there is a species abundance table. For validation of this method to different species abundance tables see Pascoal et al, 2024 (in peer-review). This method also works for non-microbiome data.
- Version0.1.5
- R version≥ 2.10
- LicenseGPL (≥ 3)
- Needs compilation?No
- ulrb citation info
- Last release06/18/2024
Documentation
Team
Francisco Pascoal
Paula Branco
Luís Torgo
Rodrigo Costa
Catarina Magalhães
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- Depends1 package
- Imports9 packages
- Suggests5 packages