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
Author: Andreas Schulz, PhD [aut, cre]
Maintainer: Andreas Schulz <ades-s at web.de>
License: GPL (≥ 3.0)
NeedsCompilation: no
CRAN checks: vtype results

Downloads:

Reference manual: vtype.pdf
Vignettes: Application example
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-release (x86_64): vtype_0.8.tgz, r-oldrel: vtype_0.8.tgz

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