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 |
| Reference manual: | vtype.html ,vtype.pdf |
| Vignettes: | Application example (source,R code) |
| 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 |
Please use the canonical formhttps://CRAN.R-project.org/package=vtypeto link to this page.