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A collection of functions for processing and analyzing metabolite data. The namesake function mrbin() converts 1D or 2D Nuclear Magnetic Resonance data into a matrix of values suitable for further data analysis and performs basic processing steps in a reproducible way. Negative values, a common issue in such data, can be replaced by positive values (<doi:10.1021/acs.jproteome.0c00684>). All used parameters are stored in a readable text file and can be restored from that file to enable exact reproduction of the data at a later time. The function fia() ranks features according to their impact on classifier models, especially artificial neural network models.
Version: | 1.7.5 |
Depends: | R (≥ 2.10) |
Imports: | grDevices, graphics, stats, utils, methods |
Suggests: | parallel, keras |
Published: | 2024-06-12 |
DOI: | 10.32614/CRAN.package.mrbin |
Author: | Matthias Klein |
Maintainer: | Matthias Klein <matthias.s.klein at gmx.net> |
License: | GPL-3 |
URL: | https://github.com/kleinomicslab/mrbin |
NeedsCompilation: | no |
Citation: | mrbin citation info |
Materials: | README NEWS |
CRAN checks: | mrbin results |
Reference manual: | mrbin.pdf |
Vignettes: |
mrbin |
Package source: | mrbin_1.7.5.tar.gz |
Windows binaries: | r-devel: mrbin_1.7.5.zip, r-release: mrbin_1.7.5.zip, r-oldrel: mrbin_1.7.5.zip |
macOS binaries: | r-release (arm64): mrbin_1.7.5.tgz, r-oldrel (arm64): mrbin_1.7.5.tgz, r-release (x86_64): mrbin_1.7.5.tgz, r-oldrel (x86_64): mrbin_1.7.5.tgz |
Old sources: | mrbin archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.