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vtype: Estimates the Variable Type in Error Afflicted Data

Estimates the type of variables in non-quality controlled data. The prediction is based on a random forest model, trained on over 5000 medical variables with accuracy of 99%. The accuracy can hardy depend on type and coding style of data.

Version: 0.8
Depends: R (≥ 4.0.0), randomForest
Imports: stats
Suggests: knitr, rmarkdown
Published: 2021-05-14
DOI: 10.32614/CRAN.package.vtype
Author: Andreas Schulz, PhD [aut, cre]
Maintainer: Andreas Schulz <ades-s at web.de>
License: GPL (≥ 3.0)
NeedsCompilation: no
CRAN checks: vtype results

Documentation:

Reference manual: vtype.pdf
Vignettes: Application example

Downloads:

Package source: vtype_0.8.tar.gz
Windows binaries: r-devel: vtype_0.8.zip, r-release: vtype_0.8.zip, r-oldrel: vtype_0.8.zip
macOS binaries: r-release (arm64): vtype_0.8.tgz, r-oldrel (arm64): vtype_0.8.tgz, r-release (x86_64): vtype_0.8.tgz, r-oldrel (x86_64): vtype_0.8.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=vtype to link to this page.

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.