SpoMAG: Probability of Sporulation Potential in MAGs (original) (raw)

Implements an ensemble machine learning approach to predict the sporulation potential of metagenome-assembled genomes (MAGs) from uncultivated Firmicutes based on the presence/absence of sporulation-associated genes.

Version: 0.1.0
Depends: R (≥ 3.5.0)
Imports: dplyr, tidyr, tibble, stats
Suggests: testthat (≥ 3.0.0), caret, kernlab, randomForest, readr
Published: 2025-05-29
DOI: 10.32614/CRAN.package.SpoMAG
Author: Douglas Terra MachadoORCID iD [aut, cre], Otávio José Bernardes BrustoliniORCID iD [ctb], Ellen dos Santos Corrêa [ctb], Ana Tereza Ribeiro VasconcelosORCID iD [ctb]
Maintainer: Douglas Terra Machado
License: Artistic-2.0
NeedsCompilation: no
Materials: README
CRAN checks: SpoMAG results

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